如果咱们把这个 Loss Function 换成 Cross Entropy，啊不对，应该是 Focal Loss 的话，那我们可能在处理这种 class imbalance 样本不平衡问题时，能把那百分之十五，哦不对，百分之二十二点五 的误报率给压下去，这样在那个新，新苑，新苑园区测试得数据表现应该会更稳一些。

如果咱们把 Loss Function 换成 Focal Loss 的话，那我们可能在处理这种 class imbalance 样本不平衡问题时，能把 22.5% 的误报率给压下去，这样在新苑园区测试的数据表现应该会更稳一些。


So I was thinking about emailing a publisher about a manuscript tomorrow morning... oh no, tomorrow evening, and I'm emailing you regarding some hashtag ideas for it, so I hope you can help me with that part, do you think that sounds okay?

I was thinking about emailing a publisher about a manuscript tomorrow evening, and I'm emailing you regarding some hashtag ideas for it, so I hope you can help me with that part. Do you think that sounds okay?


帮我把明早 8:30 的闹钟改成 7:15，顺便提醒我带上充电宝。

帮我把明早 8:30 的闹钟改成 7:15，顺便提醒我带上充电宝。


诶，如果咱们能把 Prisma 迁移到 Elixir 里面，嗯，也就是把原先 Astro 里面那两千三百个数据表全部导出来，我想想啊，如果能绕过 ConnectionRefused 这个报错的话，那我们就能直接在一次 epochs 运行完吧。

如果咱们能把 Prisma 迁移到 Elixir 里面，也就是把原先 Astro 里面那2300个数据表全部导出来，如果能绕过 ConnectionRefused 这个报错的话，那我们就能直接在一次 epoch 运行完吧。


I need to dispute a charge. I need to dispute a charge for two thousand one hundred dollars. Look, the item I received is damaged, damaged and the box was open. The company is Comcast. Transaction number is B L L nine nine two eight four seven one. Order number... order number is hash B nine nine two zero one one. I cannot pay this.

I need to dispute a charge for $2,100. The item I received is damaged and the box was open. The company is Comcast. Transaction number is BLL9928471. Order number is #B992011. I cannot pay this.


我感觉现在与其在建国门那边死磕，不如换个环境。最近跟韩嘉悦去逛万象城，发现那边比建国门更热闹。对了，我打算买那个极米投影仪，价格是两千八百块，不对，两千九百块，等等错了，是三千一百块！然后我那个…要是能把…怎么说呢…如果能把周子墨那份方案改完，我就能休息下。感觉现在的压力比之前大多了。

我感觉现在与其在建国门那边死磕，不如换个环境。最近跟韩嘉悦去逛万象城，发现那边比建国门更热闹。对了，我打算买极米投影仪，价格是3100元。如果能把周子墨那份方案改完，我就能休息下。感觉现在的压力比之前大多了。


下午导航去皮都...不对，郫都，郫是郫县豆瓣的郫，都是都市的都，顺便帮我在药店买一盒霍香...不是，藿香正气液，藿是草字头下面一个霍元甲的霍。

下午导航去郫都，顺便帮我在药店买一盒藿香正气液。


So, uh, I just synced with Saanvi Patel regarding the dashboard, and, well, the MAU growth is looking... it's at twelve percent... no, thirteen percent... wait, that's wrong, it's actually fourteen percent! Anyway, I think we need to, I mean, we should probably check if Business Intelligence can... just, how should I put it, refine the data for Average Order Value. It was forty two dollars... no, forty five dollars... hold on, sorry, it's forty eight dollars! So, yeah, we're just waiting on DevOps to, uh, deploy the fix by Friday, or maybe Thursday, just to be safe, right?

I just synced with Saanvi Patel regarding the dashboard, and the MAU growth is at 14%! I think we should probably check if Business Intelligence can refine the data for Average Order Value. It was $48! So, we're just waiting on DevOps to deploy the fix by Thursday, just to be safe, right?


Hey, I want to benchmark two caching strategies. If we integrate Vault for secret management... then we could maybe... wait, let me rephrase... then we could compare the latency. I need to run aws eks update kubeconfig first, then run run istioctl analyze to check the Istio Service Mesh config. Once it looks good, I will trigger argocd app sync, trigger argocd app sync to deploy. Can you help me monitor the performance across ten thousand requests per second?

Hey, I want to benchmark two caching strategies. If we integrate Vault for secret management, then we could compare the latency. I need to run aws eks update-kubeconfig first, then run istioctl analyze to check the Istio Service Mesh config. Once it looks good, I will trigger argocd app sync to deploy. Can you help me monitor the performance across 10,000 requests per second?


这个Learning Rate设成零点零一，啊不对，零点零零一才行。


我怀疑怀疑这个 Learning Rate 设太高，或者说…重新看下，应该是 Gradient 梯度爆炸，梯度爆炸导致 Loss 没法收敛，得把 Batch Size 调成五百一十二试试。

我怀疑这个 Learning Rate 设太高，应该是 Gradient 梯度爆炸，导致 Loss 没法收敛，得把 Batch Size 调成 512 试试。


张老师，我觉得这次实验把 Batch Size 设成五百一十二，哦不是，应该是一千零二十四，然后那个，怎么说呢，如果我们尝试在 Fine tuning 阶段引入 LORA，可能能把收敛速度提升百分之十五左右。

张老师，我觉得这次实验把 Batch Size 设成1024，然后如果我们尝试在 Fine-tuning 阶段引入 LoRA，可能能把收敛速度提升15%左右。


其实这个Pipeline大概逻辑是，先是对原始数据集做一次Data Augmentation，然后把这些样本喂给那个，嗯，ResNet五十层，啊不对，应该是ResNet一百八层，用来提取特征，最后再通过一个Attention Mechanism把全局信息给聚合起来，整体的Accuracy大概提升了百分之四点二左右。

其实这个Pipeline大概逻辑是，先是对原始数据集做一次Data Augmentation，然后把这些样本喂给ResNet-18，用来提取特征，最后再通过一个Attention Mechanism把全局信息给聚合起来，整体的Accuracy大概提升了4.2%左右。


我想想啊，这个实验结果其实得看这个learning rate，初始设成零点一…不对，零点零一…等等错了，是零点零零一！诶，如果你把batch size调到五百一十二，其实能缓解梯度爆炸问题吧，怎么说呢，主要是因为这个optimizer在收敛过程中，那个momentum参数给得太高，导致结果不稳定呀。

实验结果其实得看learning rate，初始设成0.001！如果你把batch size调到512，其实能缓解梯度爆炸问题吧，主要是因为optimizer在收敛过程中，momentum参数给得太高，导致结果不稳定呀。


对了，我觉得这个 Attention 机制，Attention 机制得优化，之前调到零点五，不对，零点三，零点三才收敛，得重新跑跑实验。

我觉得这个 Attention 机制得优化，之前调到 0.3 才收敛，得重新跑跑实验。


关于这个模型架构，我打算在Encoder部分引入，引入一种注意力机制，我想想，其实是想用那个，那个学习率设成零点零一，不对，零点零零一，等等错了，是一乘十的负四次方！然后我我我打算把这个数据集扩充，扩充到五千个样本，这样能提升Generalization能力，但那个，那个维度应该是两百五十六，不对，五百一十二，等等错了，是一千零二十四！这这这部分可能得重新推导一下。

关于这个模型架构，我打算在Encoder部分引入一种注意力机制。学习率设成1e-4！然后我打算把这个数据集扩充到5000个样本，这样能提升Generalization能力，但维度应该是1024！这部分可能得重新推导一下。


哦对了，关于那个 ABLATION 实验的部分，我觉得你把那个 baseline 设得太高了，话说，如果咱们把 learning rate 调到零点零零一，那个 convergence 速度可能反而会慢下来，嗯，得重新审视一下，哎，再就是那个数据集在预处理阶段，好像有百分之五点三的数据点丢失了，这对 result 影响挺大，得赶紧给补上，不然审稿人肯定会质疑咱们那个 model 的 robustness。

关于Ablation实验的部分，我觉得你把baseline设得太高了。如果咱们把learning rate调到0.001，convergence速度可能反而会慢下来，得重新审视一下。再就是数据集在预处理阶段，好像有5.3%的数据点丢失了，这对result影响挺大，得赶紧给补上，不然审稿人肯定会质疑咱们model的robustness。


嗯，我觉得这篇论文核心在于那个 Attention mechanism 的优化，然后它在数据集上跑出了百分之八十二的准确率，哦不是，是百分之八十八，另外它对 Hyper parameter 的敏感度分析做得挺细，还有就是关于 LORA 适配器在多模态场景下怎么说呢，其实推理延迟降低了约三十个毫秒吧，整体逻辑很强呀。

我觉得这篇论文核心在于 Attention mechanism 的优化，它在数据集上跑出了 88% 的准确率，另外它对 Hyper-parameter 的敏感度分析做得挺细，还有关于 LoRA 适配器在多模态场景下，推理延迟降低了约 30ms，整体逻辑很强。


说白了，咱们现在得调整调整这个 Learning Rate，Learning Rate 设得太高了会导致梯度爆炸，而且那个...那个 Batch Size 应该得...得调到五百一十二，现在这个设置在训练集上收敛太慢，简单来说，就是我们需要重新重新定义这个 Loss Function，可能得把 L two 正则项加进去，才能让模型...才能够泛化，得在二零二五年三月一号之前跑完这组对比实验。

说白了，咱们现在得调整调整 Learning Rate，Learning Rate 设得太高了会导致梯度爆炸，而且 Batch Size 应该得调到 512，现在这个设置在训练集上收敛太慢。简单来说，就是我们需要重新定义这个 Loss Function，可能得把 L2 正则项加进去，才能让模型能够泛化，得在 2025年3月1日之前跑完这组对比实验。


王教授，嗯，关于这个 Transformer 架构，就是我想想啊，把参数量设成五百一十二万吧。

王教授，关于Transformer架构，把参数量设成512万吧。


哎呀太离谱了，嗯，这篇论文采样率设在二十赫兹…不对，五十赫兹…等等错了，是一百赫兹！但那那那个 SNR 提升太假，怎么说呢，居然能跑出百分之十五点二 提升，我觉得这这这这个 Baseline 根本没对齐吧，我想想啊，应该是把数据集分成了三份…不对，四份…等等错了，是五份！才出来的结果哈。

太离谱了，这篇论文采样率设在100Hz！但SNR提升太假，居然能跑出15.2%提升，我觉得这个Baseline根本没对齐吧，应该是把数据集分成了5份才出来的结果哈。


说白了，我这套框架，嗯，其实是在解决 Cross Attention 机制里，怎么说呢，就是计算量太大的问题，我想想啊，如果把那个，把所有的 Token 映射到，诶，不对，应该是通过一个轻量化 LORA 模块，把参数量压到五百一十二个，这样在推理阶段吧，效率能提升百分之十五点三，也就是，简单来说，就是牺牲一点点精度，换取推理速度，哈。

说白了，我这套框架其实是在解决 Cross-Attention 机制里计算量太大的问题。应该是通过一个轻量化 LoRA 模块，把参数量压到 512 个，这样在推理阶段效率能提升 15.3%，简单来说，就是牺牲一点点精度换取推理速度。


虽然王教授说这个 Baseline 效果好，效果好，但我认为这个模型在处理五百二十个样本时，这个样本量…怎么说呢…样本量太小了，太小了，没法证明 S-O-T-A 性能。

虽然王教授说这个 Baseline 效果好，但我认为这个模型在处理520个样本时，样本量太小了，没法证明 SOTA 性能。


那个，我也不太确定，但是感觉这里的 Loss function 应该是用 Cross Entropy，啊不对，是 Mean Squared Error，因为咱们处理的是回归问题，然后那个 Learning Rate 设置成零点零零一可能太小，导致收敛速度太慢，嗯，可能需要调高到零点零一，这样在 Validation set 上观察到的梯度下降才会更明显，我大概就是这么想

我也不太确定，但感觉这里的 Loss function 应该是用 Mean Squared Error，因为咱们处理的是回归问题。Learning Rate 设置成 0.001 可能太小，导致收敛速度太慢，可能需要调高到 0.01，这样在 Validation set 上观察到的梯度下降才会更明显，我大概就是这么想。


嗯，我想想啊，与其用 ViT 这种纯 Transformer 架构，不如直接上 Stable Diffusion 3 吧。我觉得我觉得，用 Stable Diffusion 3 比 CLIP 更能捕捉细节哈。数据集那边，咱们用 Multi30K...不对，Multi300K...等等错了，是 Multi30K！怎么说呢，咱们得看 AUC 表现，看 AUC 表现能不能比之前提升百分之二点五呀。

与其用 ViT 这种纯 Transformer 架构，不如直接上 Stable Diffusion 3 吧。我觉得用 Stable Diffusion 3 比 CLIP 更能捕捉细节。数据集那边，咱们用 Multi30K！咱们得看 AUC 表现，看 AUC 表现能不能比之前提升 2.5% 呀。


我也不太确定，但是感觉感觉这个 Top one Accuracy 掉这么多，可能是 C4 数据集预处理有问题。我想想，如果我们在 KV Cache 那块，KV Cache 优化得不到位，或者说，如果量化量化得太狠，比如 Quantization 选了四比特，可能会影响 RAG 检索效果。

我也不太确定，但是感觉这个 Top-1 Accuracy 掉这么多，可能是 C4 数据集预处理有问题。我想想，如果我们在 KV Cache 那块，KV Cache 优化得不到位，或者说，如果量化得太狠，比如 Quantization 选了 4-bit，可能会影响 RAG 检索效果。


对了，你们做这道题的时候，注意把那个 Learning Rate 设成零点零零一，哦不是，应该是零点零零五，嗯，然后你们那个，如果把，怎么说呢，如果把 Batch Size 调到五百一十二的话，计算开销可能会太大，哈，建议先试下两百五十六看能不能跑通吧。

你们做这道题的时候，注意把 Learning Rate 设成 0.005，然后如果把 Batch Size 调到 512 的话，计算开销可能会太大，建议先试下 256 看能不能跑通吧。


说白了，我觉得我觉得这个 Loss 曲线在震荡，简单来说，咱们学习率设零点一…不对，零点零一…等等错了，是一点零乘十的负四次方！再看这个 Batch Size，Batch Size 设五百一十二，其实其实没效果，那个...数据集...内存溢出...得重新跑，得重新跑，再优化下这个 LORA 层，它可能没收敛到

说白了，我觉得 Loss 曲线在震荡。简单来说，咱们学习率设 1.0e-4！再看这个 Batch Size，Batch Size 设 512 其实没效果，数据集内存溢出，得重新跑，再优化下这个 LoRA 层，它可能没收敛。


嗯，现在这个模型的Zero shot能力，我想想啊，其实在处理那五百六十个样本时，表现得...其实应该是说，如果把Temperature调到零点七，结果会更稳吧，就是目前这种...由于分布偏移导致...这种case太多，导致整体Accuracy掉了一点，诶，你觉得这种方向还能走通吗？

现在这个模型的Zero-shot能力，在处理560个样本时，如果把Temperature调到0.7，结果会更稳吧。目前由于分布偏移导致这种case太多，导致整体Accuracy掉了一点，你觉得这种方向还能走通吗？


我觉得这个模型得换成Transformer...对了，核心是得提升泛化能力，泛化能力，因为现在的Overfitting太严重，那个数据集规模在三千个...不对，四千个...等等错了，是五千个！我们尝试...怎么说呢...如果把Dropout调高的话，能缓解这个问题，缓解这个问题，那个实验结果...哎呀对了，我们得重新跑一遍ABLATION study。

我觉得这个模型得换成Transformer，核心是得提升泛化能力，因为现在的Overfitting太严重，数据集规模在5000个。我们尝试如果把Dropout调高的话，能缓解这个问题，实验结果我们得重新跑一遍Ablation study。


嗯，我发现这个 model 在 zero shot 场景下，它的泛化泛化能力其实挺强，但我们在测试集上跑出来的 accuracy 只有百分之六十二，啊不对，是百分之六十八，怎么说呢，我觉得我觉得这个 gap 主要是因为 prompt 没对齐，得再调调吧。

我发现这个 model 在 zero shot 场景下，它的泛化能力其实挺强，但我们在测试集上跑出来的 accuracy 只有68%，我觉得这个 gap 主要是因为 prompt 没对齐，得再调调吧。


我想请教一下，您在实验里先是用了那个Contrastive Learning，Contrastive Learning来做预训练，然后把模型在ImageNet数据集上跑了四十个epoch，不对，是五十个epoch，最后通过Fine tuning微调到下游任务，但我觉得这个Fine-tuning过程，这个Fine tuning过程可能导致过拟合，所以想问问您具体怎么平衡学习率？

我想请教一下，您在实验里先是用Contrastive Learning来做预训练，然后把模型在ImageNet数据集上跑了50个epoch，最后通过Fine-tuning微调到下游任务，但我觉得这个Fine-tuning过程可能导致过拟合，所以想问问您具体怎么平衡学习率？


我觉得这种方案，这种方案比直接用 Full Fine tuning 更好，与其追求参数量，追求参数量…怎么说呢…比提升 Zero shot 能力更关键。

我觉得这种方案比直接用 Full Fine-tuning 更好，与其追求参数量，比提升 Zero-shot 能力更关键。


张教授，嗯，这篇文章在 SuperGLUE 上跑分挺高，但我看它对 log P y given x 的处理方式，怎么说呢，其实是……应该是想通过优化分布来降 WER，但逻辑上有点绕，吧。而且 ViT 这种结构，要是想把 KV Cache 规模压到五百一十二以下，可能很难实现。

张教授，这篇文章在 SuperGLUE 上跑分挺高，但我看它对 $\log P(y|x)$ 的处理方式，应该是想通过优化分布来降 WER，但逻辑上有点绕。而且 ViT 这种结构，要是想把 KV Cache 规模压到 512 以下，可能很难实现。


王教授，我之前主要在搞强化学习那边，尝试把PPO结合到Mixture of Experts架构里，具体参考了DeepSeek V3那种设计，嗯，在计算log P X的时候，我最初把IoU阈值设成零点五，啊不对，是零点七，然后发现收敛速度快了大概百分之十五左右。

王教授，我之前主要在搞强化学习那边，尝试把PPO结合到Mixture of Experts架构里，具体参考了DeepSeek-V3那种设计，在计算log P X的时候，我最初把IoU阈值设成0.7，然后发现收敛速度快了大概15%左右。


关于这次模型在通用能力上表现，我把那个 ViT 结构稍微调了一下，我觉得我觉得这个方向能跑通，结果 MMLU 跑出来百分之五十二...不对，百分之五十五...等等错了，是百分之五十八！而且 Precision 提升提升了大概百分之三点五，Top one Accuracy 提升提升了百分之二点一，这就证明 E等于mc方 那个理论推导在实际场景里其实有效。

关于这次模型在通用能力上的表现，我把ViT结构稍微调了一下，我觉得这个方向能跑通，结果MMLU跑出来58%！而且Precision提升了大概3.5%，Top-1 Accuracy提升了2.1%，这就证明E=mc^2那个理论推导在实际场景里其实有效。


我觉得比起单纯追求 CIDEr 分数，CIDEr 分数，其实去分析 Attention 权重比那个更关键。这篇论文用数据集是 Common Crawl...不对，LAION...等等错了，是 Common Crawl！而且与其把模型规模堆到...怎么说呢...与其通过增加参数量来提升，不如直接优化 CLIP 这种对齐方式，优化对齐方式。我记得那个采样率是百分之二...不对，百分之五...等等错了，是百分之十！这样对 Sora 这种生成质量提升更明显。

我觉得比起单纯追求 CIDEr 分数，其实去分析 Attention 权重比那个更关键。这篇论文用数据集是 Common Crawl！而且与其通过增加参数量来提升，不如直接优化 CLIP 这种对齐方式。我记得那个采样率是 10%！这样对 Sora 这种生成质量提升更明显。


说白了，咱们这次对比，对比 DeepSeek V3 和 PaLM 2 主要是看推理能力，嗯，然后把 Sora 和 SAM 2 这种多模态也拉进来跑一遍，我想想啊，指标用 BLEU 四点零，不对，是 BLEU 四点五，看看能不能把性能性能拉上去吧。

说白了，咱们这次对比 DeepSeek-V3 和 PaLM 2 主要是看推理能力，然后把 Sora 和 SAM 2 这种多模态也拉进来跑一遍，指标用 BLEU 4.5，看看能不能把性能拉上去吧。


诶，不是你想的那样，其实这不是个 PPO 问题。我想想啊，咱们得看 Recall，Recall 是… Recall 是在百分之八十五…不对，百分之七十五…等等错了，是百分之六十五！就是 DeepSeek V3 用 DPO 也就是 Direct Preference Optimization 解决 解决 这个问题 嘛。


你说那个 SAM 能不能直接套在 ViT 这种 backbone 上做 PEFT，嗯，我看他论文里写用 DALL E 2...哦不是，是 DALL E 3 做的数据增强，效果提升了百分之十二点五，我觉得可行。

你说 SAM 能不能直接套在 ViT 这种 backbone 上做 PEFT，我看他论文里写用 DALL-E 3 做的数据增强，效果提升了 12.5%，我觉得可行。


嗯，你们现在投简历，得关注关注多模态。比如你们在面试里聊 Sora 或者 DALL E 3，怎么说呢，不要只说效果好，得聊聊底层逻辑，比如 Stable Diffusion 3 这种架构，架构在什么地方起作用。而且我想想啊，如果你们讨论评估指标，别只盯着 BLEU，要把 METEOR 这种指标拿出来对比对比。其实关于优化器，你们可以用 Adafactor，用 Adafactor 这种省显存方案，其实…或者说，如果你们能证明在内存受限环境下，这个方案能跑通，竞争力就强吧。

你们现在投简历，得关注多模态。比如你们在面试里聊 Sora 或者 DALL-E 3，不要只说效果好，得聊聊底层逻辑，比如 Stable Diffusion 3 这种架构，架构在什么地方起作用。而且如果你们讨论评估指标，别只盯着 BLEU，要把 METEOR 这种指标拿出来对比对比。其实关于优化器，你们可以用 Adafactor 这种省显存方案，或者说，如果你们能证明在内存受限环境下，这个方案能跑通，竞争力就强吧。


对了，我想想啊，咱们这次投 CVPR 吧，不对，是投 ICCV，反正得把 SAM 2 那个效果给体现出来。我觉得我觉得用 Qwen 2.5 做 prompt 增强应该行，就是 Common Crawl 的数据集 Common Crawl 规模实在太大，可能得先采样百分之十五吧。

咱们这次投ICCV，反正得把SAM 2那个效果给体现出来。我觉得用Qwen-2.5做prompt增强应该行，Common Crawl的数据集规模实在太大，可能得先采样15%吧。


对了，咱们那个T5，T5模型在跑的时候，如果你用Adafactor，Adafactor优化器的话，内存压力会小很多。哦对了，关于那个指标，我觉得咱们得看Top one Accuracy，Top one Accuracy，不能只盯着METEOR，METEOR这个指标，怎么说呢，如果只看这个的话可能会误导，得综合评估。话说，那个FlashAttention，FlashAttention如果是部署在八块显卡上，那速度应该是，应该是能快三倍左右。

咱们T5模型在跑的时候，如果你用Adafactor优化器的话，内存压力会小很多。关于那个指标，我觉得咱们得看Top-1 Accuracy，不能只盯着METEOR这个指标，如果只看这个的话可能会误导，得综合评估。FlashAttention如果是部署在8块显卡上，那速度应该是能快3倍左右。


我觉得与其继续在这个数据集上做Fine tuning，不如直接试试那个，那个，那那那个PEFT框架，毕竟比单纯调参更高效。我们那个，要是把，怎么说呢，如果把模型规模定在七十亿，不对，十三亿，等等错了，是七十亿参数！其实我我我觉得，比之前那个方案更稳妥，只要把学习率设成零点零零一就行。

我觉得与其继续在这个数据集上做Fine-tuning，不如直接试试PEFT框架，毕竟比单纯调参更高效。如果把模型规模定在70亿参数，其实我觉得比之前那个方案更稳妥，只要把学习率设成0.001就行。


这次在WikiText上测完发现，CIDEr分数提升了百分之十二点五，不对，应该是百分之八点二。我觉得我觉得这个结果主要是因为引入FlashAttention之后，推理速度快了很多，快了很多。至于IoU指标，我尝试用DALL E 3生成样本去对齐，但DALL E 2，哦不是，DALL E 3生成图像边缘太模糊，导致指标没上去。

这次在WikiText上测完发现，CIDEr分数提升了8.2%。我觉得这个结果主要是因为引入FlashAttention之后，推理速度快了很多。至于IoU指标，我尝试用DALL-E 3生成样本去对齐，但DALL-E 3生成图像边缘太模糊，导致指标没上去。


说白了，这篇论文在 GLUE 榜单上刷分太猛，嗯，但在 SQuAD 上表现一般，而且作者拿 Grok 1 做对比，不对，应该是拿 T5 做对比，其实在泛化能力这块还是差了一截吧。

说白了，这篇论文在 GLUE 榜单上刷分太猛，但在 SQuAD 上表现一般，而且作者拿 T5 做对比，其实在泛化能力这块还是差了一截吧。


哎呀太离谱了，嗯，用 Direct Preference Optimization 刷出来的 MMLU 竟然涨了百分之十二点五，啊不，是百分之十四点二吧，就是那个 RoPE 结合 MoE 之后，在 T5 架构上表现太稳了呀。

太离谱了，用 Direct Preference Optimization 刷出来的 MMLU 竟然涨了 14.2%，RoPE 结合 MoE 之后，在 T5 架构上表现太稳了呀。


对了，我想想啊，咱们在 COCO 上跑实验的时候，那个 NDCG 提升了百分之三点二，啊不对，是百分之四点八，这个指标指标其实挺关键吧。然后就是，关于 Mixture of Experts 那个架构，要是能把，怎么说呢，如果把 KV Cache 优化一下，能省不少显存哈。话说 BERT 预训练模型，模型规模现在是五百一十二万，诶，五百一十二万个参数，估计得重新调下学习率呀。

咱们在 COCO 上跑实验的时候，NDCG 提升了 4.8%，这个指标其实挺关键吧。然后关于 Mixture of Experts 架构，如果把 KV Cache 优化一下，能省不少显存哈。话说 BERT 预训练模型规模现在是 512 万个参数，估计得重新调下学习率呀。


嗯，不是说 SAM 没对齐就不能跑，其实是 DeepSeek V3 这种规模模型在 ViT 结构上容易梯度爆炸，怎么说呢，我想想啊，我们在 MS COCO 上测 Top one Accuracy 只有百分之十二点五，吧，应该是学习率设太高了呀。

不是说 SAM 没对齐就不能跑，其实是 DeepSeek-V3 这种规模模型在 ViT 结构上容易梯度爆炸，我们在 MS COCO 上测 Top-1 Accuracy 只有 12.5%，应该是学习率设太高了。


嗯，你得先关注一下 Qwen2 怎么处理 KV Cache，然后就是看 CLIP 的 alignment 效果，另外 Accuracy 这块，我想想啊，之前测的是百分之八十二…不对，百分之八十五…等等错了，是百分之八十八！诶，最后还得再把 SAM 2 部署到这个环境里去吧。

你得先关注一下 Qwen2 怎么处理 KV Cache，然后看 CLIP 的 alignment 效果，另外 Accuracy 这块，之前测的是 88%！最后还得再把 SAM 2 部署到这个环境里去吧。


嗯, 我之前投递的时候发现现在的面试官特别在意数据规模, 比如你用的是 Pile 还是 SQuAD 一点零, 哦不是, 是 SQuAD 二点零, 这种数据集做微调, 就是, 现在的趋势是得把 FlashAttention 这种推理加速写进简历里, 怎么说呢, 哪怕只是跑过 DALL E 3 这种模型或者刷过 sacreBLEU 分数吧, 只要能证明你懂工程落地, 机会大很多, 你觉得呢?

我之前投递的时候发现现在的面试官特别在意数据规模，比如你用的是 Pile 还是 SQuAD 2.0 这种数据集做微调，现在的趋势是得把 FlashAttention 这种推理加速写进简历里，哪怕只是跑过 DALL-E 3 这种模型或者刷过 sacreBLEU 分数吧，只要能证明你懂工程落地，机会大很多，你觉得呢？


嗯，我之前的研究结论就得出了用 Mixture of Experts 能够显著提升模型在长文本下的泛化能力吧。怎么说呢，主要原因是在引入了 RAG 之后，我们发现传统的 arg max 采样容易导致输出崩塌，啊不对，是导致分布偏移，所以哈，我尝试用 DINOv2 提取的视觉特征来增强对齐。我想想啊，在 HumanEval 上的得分提升了百分之十二点五，也就是在推理能力上得到了明显增强，所以这个方案在实际部署时挺高效的呀。

我之前的研究结论得出了用 Mixture of Experts 能够显著提升模型在长文本下的泛化能力。主要原因是在引入了 RAG 之后，我们发现传统的 argmax 采样容易导致分布偏移，所以我尝试用 DINOv2 提取的视觉特征来增强对齐。在 HumanEval 上的得分提升了 12.5%，也就是在推理能力上得到了明显增强，所以这个方案在实际部署时挺高效的。


哎呀太夸张了，嗯，Phi 3 居然能通过 Chain of Thought 产生这种推理能力，就是，我们在做 arg max 采样的时候，采样的时候发现，我想想啊，结果结果完全超出了预期，诶，本来以为 DALL E 3 这种规模…其实是说，在视觉生成端才强，结果 Phi 3 竟然也这么猛吧。

太夸张了，Phi-3居然能通过Chain of Thought产生这种推理能力，我们在做argmax采样的时候发现，结果完全超出了预期，本来以为DALL-E 3这种规模在视觉生成端才强，结果Phi-3竟然也这么猛吧。


王教授，嗯，我打算在 baseline 部分对比 BERT 和 DeepSeek V3，然后针对 Diffusion 模型引入 FlashAttention 优化，怎么说呢，我想把 ROUGE 指标提升到百分之二十，啊不对，是百分之二十五吧。

王教授，我打算在 baseline 部分对比 BERT 和 DeepSeek-V3，然后针对 Diffusion 模型引入 FlashAttention 优化，我想把 ROUGE 指标提升到 25%。


你说这次投稿投 CVPR 能不能行？我看了下最近那个 Baseline 提升了百分之十二，哦不是，百分之十五点二，而且我们那个 SOTA 结果在两个数据集上都稳住了，虽然 Ablation Study 还缺一点，但我觉得整体逻辑能跑通，应该可以。

你说这次投稿投 CVPR 能不能行？我看了下最近那个 Baseline 提升了15.2%，而且我们那个 SOTA 结果在两个数据集上都稳住了，虽然 Ablation Study 还缺一点，但我觉得整体逻辑能跑通，应该可以。


王教授, 这篇论文在 CLIP 对齐上做得还行, 但那个预训练语料库规模, 应该是十亿级...不对, 五百亿...等等错了, 是 Common Crawl 规模的！而且他用 Qwen 2 做 backbone 配合 Retrieval Augmented Generation, 在 Cityscapes 验证集上效果波动挺大, 感觉采样策略没对齐。

王教授，这篇论文在 CLIP 对齐上做得还行，但预训练语料库规模是 Common Crawl 规模的！而且他用 Qwen-2 做 backbone 配合 Retrieval Augmented Generation，在 Cityscapes 验证集上效果波动挺大，感觉采样策略没对齐。


老师，我打算先是把 Recall at K 重新跑一下，重新跑一下，然后...我想想...如果能把 AUC ROC 曲线画得更漂亮点，再把 Swin Transformer 换成更轻量级模型，最后最后对比一下 Top one Accuracy 和 PPO 调优后结果，这样投顶会机会更大。

老师，我打算先把 Recall@K 重新跑一下，然后如果能把 AUC-ROC 曲线画得更漂亮点，再把 Swin Transformer 换成更轻量级模型，最后对比一下 Top-1 Accuracy 和 PPO 调优后结果，这样投顶会机会更大。


我想把那个，那那那个，Attention机制改成一种，呃，轻量化模型，大概能降三成计算量。

我想把Attention机制改成一种轻量化模型，大概能降30%计算量。


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First, I cannot log into my account, password reset is not working, and I just want to cancel my Disney+ subscription.
Then, I checked order 449210 and it says item shows as delivered but it's not here.
Finally, my email is Sally@icloud.com


我觉得我觉得，与其死磕这个 DINOv2 预训练权重，不如直接在 DPO 阶段做对齐。你看这个 NDCG 指标，指标完全没起来，比之前那个版本更低。而且这个求和公式，sum i equals one to n x i，算出来结果是零点五，不对，是零点三二。咱们得思考思考，如果把 IoU 阈值调高，怎么说呢，如果把阈值设在零点七，可能效果会再好一点。现在的收敛速度太慢，慢到根本没法看，得重新检查检查学习率设定得对不对。

我觉得与其死磕这个 DINOv2 预训练权重，不如直接在 DPO 阶段做对齐。你看这个 NDCG 指标，指标完全没起来，比之前那个版本更低。而且这个求和公式 $\sum_{i=1}^{n} x_i$，算出来结果是 0.32。咱们得思考思考，如果把 IoU 阈值调高，如果把阈值设在 0.7，可能效果会再好一点。现在的收敛速度太慢，慢到根本没法看，得重新检查检查学习率设定得对不对。


我觉得与其在这个Baseline上死磕，不如尝试引入Attention机制，毕竟对比实验显示，多头注意力比单一的MLP性能提升了百分之十二，不对，是百分之十五点八。而且如果把，怎么说呢，如果把这个维度从五百一十二调到一千零二十四，可能对收敛速度影响更道。其实在这种高维空间里，比起直接做映射，再考虑一个LORA的低秩分解可能更有效，这样能显著降低显存占用。

我觉得与其在这个Baseline上死磕，不如尝试引入Attention机制，毕竟对比实验显示，多头注意力比单一的MLP性能提升了15.8%。而且如果把这个维度从512调到1024，可能对收敛速度影响更大。其实在这种高维空间里，比起直接做映射，再考虑一个LoRA的低秩分解可能更有效，这样能显著降低显存占用。


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Hi Sarah, I need to update the shipping address for my order because it's wrong. My claim number is BKL99203X. My email is sakura@yahoo.com. The transaction code is TXN99021440. My phone number is 555-987-6543. I want to make sure it gets to the right place so it doesn't get lost.


Hi, I'm calling because my package arrived totally smashed. I thought it was just the outer box, eh, but the item inside is broken too. The order number is ORD ninety nine twenty one C... no, it's ORD ninety nine twenty one B. The order order number is ORD ninety nine twenty one B. Just, I mean, I spent two hundred fifty four dollars and ten cents on this! The serial number is S four four nine one zero two eight three seven. I tried emailing help desk at service dot org, but no one answered. My phone number is five five five zero one two three four five six, just in case you need to reach me. How do we fix this, ya? I really need a replacement soon, soon. I hope you can help me sort this out, ha.

Hi, I'm calling because my package arrived totally smashed. I thought it was just the outer box, but the item inside is broken too. The order number is ORD9921B. I spent $254.10 on this! The serial number is S449102837. I tried emailing help desk at service.org, but no one answered. My phone number is 555-012-3456, just in case you need to reach me. How do we fix this? I really need a replacement soon. I hope you can help me sort this out.


Honestly... I am just so frustrated right now. I just opened my package for order ninety nine two eight four seven one and it is completely smashed. Like, totally ruined. This thing cost twelve hundred dollars! Twelve hundred dollars! I have a ticket number, it is TICKET zero zero nine one eight two five... oh no, sorry, it is zero zero nine one eight two seven. Yeah, that one. I tried calling from my phone, plus one two zero two five five five zero one seven eight, but I just kept getting put on hold. I was even listening to Spotify just to keep my sanity while waiting! Can you just... I don't know, please just tell me how to get a refund or a replacement because this is ridiculous.

Honestly, I am just so frustrated right now. I just opened my package for order 9928471 and it is completely smashed. Totally ruined. This thing cost $1,200! I have a ticket number, it is TICKET 0091827. I tried calling from my phone, +1 202-555-0178, but I just kept getting put on hold. I was even listening to Spotify just to keep my sanity while waiting! Can you please just tell me how to get a refund or a replacement because this is ridiculous.


Hi, yeah, I'm calling because my friend told me, quote, this place is the best for big groups, end quote, and honestly, I think I think it is. So, uh, I want to book a table for... wait... let me see... for twelve people. Oh, actually, thirteen people! Anyway, we are celebrating a work thing. I tried emailing your team at help desk at service dot org, but no reply. I mean, just, the email is help desk at service dot org. I'm worried about the budget, because my boss said, quote, we have three hundred fifty dollars, end quote, but then he changed it to two hundred fifteen twelve... no, wait, two hundred fifteen dollars and twelve cents. I think that's a bit tight, you know? I mean, I'm used to Spotify prices, not fancy dinners, ha! I just hope we can make it work, you know? I mean, I just... I want to make sure we get a spot, yeah.

Hi, yeah, I'm calling because my friend told me, quote, "this place is the best for big groups," end quote, and honestly, I think it is. So, I want to book a table for 13 people. Anyway, we are celebrating a work thing. I tried emailing your team at helpdesk@service.org, but no reply. The email is helpdesk@service.org. I'm worried about the budget, because my boss said, quote, "we have $350," end quote, but then he changed it to $215.12. I think that's a bit tight. I'm used to Spotify prices, not fancy dinners, ha! I just hope we can make it work. I want to make sure we get a spot, yeah.


Hi, I am calling because I saw my bank statement and I was charged twice for the same subscription. It was ninety nine cents... ninety nine cents. And then there is this other charge for three hundred fifteen dollars and seventy five cents. I bought a high end blender, no, a coffee maker, and it arrived completely smashed. I am extremely disappointed, extremely disappointed with the quality. This product is totally broken, so I want to request a full refund for a defective product. I just want my money back to my account, to my account. I hope you can fix this in my bank a count.

Hi, I am calling because I saw my bank statement and I was charged twice for the same subscription. It was $0.99. And then there is this other charge for $315.75. I bought a coffee maker, and it arrived completely smashed. I am extremely disappointed with the quality. This product is totally broken, so I want to request a full refund for a defective product. I just want my money back to my account. I hope you can fix this in my bank account.


Hi I need help. My representative told me told me my card was sent but I never got it. I am calling Wells Fargo because I lost my credit card. The card number ends in CUST eight eight two nine PL. I really need a replacement replacement card. Also I tried to pay a fee of fifty four dollars and twenty cents but the promo code I entered is not applying to the total. The promo code is not applying. My shipping ID is SHIP nine nine two zero one X. Please check this for me.

Hi, I need help. My representative told me my card was sent but I never got it. I am calling Wells Fargo because I lost my credit card. The card number ends in CUST8829PL. I really need a replacement card. Also, I tried to pay a fee of $54.20 but the promo code I entered is not applying to the total. The promo code is not applying. My shipping ID is SHIP99201X. Please check this for me.


Yeah hi, I am calling because I need to change my plan. I'm getting really frustrated here. I think I want to move to the basic package... uh... wait, not the basic, the silver plan. Does that sound right to you? Like, I just don't need all these extras. I mean, I have Hulu already so why am I paying for this? And since that... how should I put this... since that software update broke my device connectivity, I just can't even use the service. It's just not working. I saw an email from help dot desk at service dot org saying my bill is sixty five dollars and twenty cents. Wait, was it sixty five twenty... oh no, it was sixty eight twenty. Anyway, do you think we can just lower the monthly cost? I just need some help with this. I hope you can fix this issue for me, I really don't want to switch providers if I don't have too.

Yeah hi, I am calling because I need to change my plan. I'm getting really frustrated here. I think I want to move to the silver plan. Does that sound right to you? I just don't need all these extras. I have Hulu already so why am I paying for this? And since that software update broke my device connectivity, I just can't even use the service. It's just not working. I saw an email from help.desk@service.org saying my bill is $68.20. Anyway, do you think we can just lower the monthly cost? I just need some help with this. I hope you can fix this issue for me, I really don't want to switch providers if I don't have to.


Oh my god! Look, I am calling about Wayfair. I have this pending order, and I need to update shipping address for it. The confirmation number is CONF seven seven three six two one zero. And the shipping ID is SHIP nine nine two eight three seven four one... oh wait, not four one, it is four two. Also, I can't even stay on line because my internet connection has been dropping every hour. Every single hour! I just need this fixed!

Oh my god! Look, I am calling about Wayfair. I have this pending order, and I need to update the shipping address for it. The confirmation number is CONF7736210. And the shipping ID is SHIP99283742. Also, I can't even stay on line because my internet connection has been dropping every hour. Every single hour! I just need this fixed!


Hi Sarah. My internet keeps dropping dropping. I cannot stay connected for more than ten minutes. My account ID number eight eight two seven one zero four four. The router says TRK zero zero nine two eight three seven four six five. Look, I paid three hundred ten twenty five last month and now my bill says one thousand fifty. I mean... it says... wait, it shows one thousand fifty dollars total. That is just wrong wrong. I only signed up for the five ninety nine add on. This is ridiculous!

Hi Sarah. My internet keeps dropping. I cannot stay connected for more than 10 minutes. My account ID number 88271044. The router says TRK 0092837465. Look, I paid $310.25 last month and now my bill shows $1,050 total. That is just wrong. I only signed up for the $5.99 add on. This is ridiculous!


Honestly, I am just so frustrated. I got my package but it is totally smashed. I used my Bank of America card for this, and I even tried calling DoorDash but no luck. Uh, my email is billie at yahoo dot co dot uk. The ID number is five five zero two nine three one one. Five five zero two nine three one one. And, just to make things worse, I need to update shipping address for an active order because I am moving. It is just a mess, really.

Honestly, I am just so frustrated. I got my package but it is totally smashed. I used my Bank of America card for this, and I even tried calling DoorDash but no luck. My email is billie@yahoo.co.uk. The ID number is 55029311. And, just to make things worse, I need to update the shipping address for an active order because I am moving. It is just a mess, really.


Hi. I am calling because I see some extra charges on my bill. I think there is wrong billing address on invoice, it says something about Wells Fargo but it should be my personal account. And, uh, it is so weird because I tried to check it online but i can't log into my account after resetting the password. Now I am seeing a charge for forty nine ninety nine that looks like a DoorDash order? I never ordered that! Also the item I received is damaged, I mean the car had a huge scratch. Look, if you can just fix these charges then we could just settle this right now. I just want my money back, forty nine ninety nine, just give it back!

Hi. I am calling because I see some extra charges on my bill. I think there is a wrong billing address on the invoice; it says something about Wells Fargo but it should be my personal account. And it is so weird because I tried to check it online but I can't log into my account after resetting the password. Now I am seeing a charge for $49.99 that looks like a DoorDash order? I never ordered that! Also the item I received is damaged, the car had a huge scratch. Look, if you can just fix these charges then we could just settle this right now. I just want my money back, $49.99, just give it back!


Hi, I need a refund for these extra charges on my bill. I mean, I just saw the statement and it's wrong. I rented a car, but somehow I'm seeing charges for... uh... Wayfair? And some Disney plus subscription? It makes no sense. My order number is order seven seven three one zero two. And there is this other code, B L L four four zero two ninety nine. I think... wait, let me see... I think there was a mistake with the account. I received a damaged item in the box... no, that's not right... I mean, the rental agreement was for a standard sedan, not these random things. Please just fix order seven seven three one zero two, okay?

Hi, I need a refund for these extra charges on my bill. I just saw the statement and it's wrong. I rented a car, but somehow I'm seeing charges for Wayfair and some Disney+ subscription? It makes no sense. My order number is 773102. And there is this other code, BLL440299. I think there was a mistake with the account. The rental agreement was for a standard sedan, not these random things. Please just fix order 773102, okay?


Hi I am calling about my claim. The agent told me the item shows as delivered but it is not here. It is not here! I mean look... look at the tracking. My claim number is SHIP four four eight two seven one zero... oh no sorry it is SHIP four four eight two seven one one. And my customer ID is CUST ninety nine two eight one X P. I also saw... I noticed... how should I put this... there is an unauthorized transaction on my statement. There is an unauthorized transaction on my statement from Xfinity and I just cannot believe this is happening.

Hi, I am calling about my claim. The agent told me the item shows as delivered but it is not here. It is not here! Look at the tracking. My claim number is SHIP4482711. And my customer ID is CUST99281XP. I noticed there is an unauthorized transaction on my statement from Xfinity and I just cannot believe this is happening.


Hi, I need to change my appointment. I'm very disappointed with this... uh, just the whole scheduling thing. I have order nine nine two eight four seven one, and then order seven seven two one nine four zero, plus I got this T Mobile... wait, I mean, my ID number five five nine two one zero eight. I'm calling from the west garden... I mean, west yuan area, and I need to move it to next Tuesday, like, the twenty first, ya. I'm just really frustrated with how long it takes to get through to you guys, it's just... just too much.

Hi, I need to change my appointment. I'm very disappointed with the whole scheduling thing. I have order 9928471, and then order 7721940, plus I got my ID number 5592108. I'm calling from the West Yuan area, and I need to move it to next Tuesday, the 21st. I'm just really frustrated with how long it takes to get through to you guys, it's just too much.


Hi Sarah. Look, I am calling because my package never arrived. I am very disappointed with the service. It was supposed to be delivered by... uh... UPS... no, DHL... wait, that's wrong, it was FedEx! And it cost twelve forty nine. Twelve forty nine! Now I can't access streaming content on my smart TV and I think it's related to my T Mobile account. I just want to know where it's at, I've been waiting for days and I can't find the tracking info in my mail. It's just so frustrating, I mean, I really need this fixed right now because I paid for it and it's just not here. I just can't believe this happened in the middle of the week, I just can't.

Hi Sarah. Look, I am calling because my package never arrived. I am very disappointed with the service. It was supposed to be delivered by FedEx! And it cost $12.49. Now I can't access streaming content on my smart TV and I think it's related to my T-Mobile account. I just want to know where it's at, I've been waiting for days and I can't find the tracking info in my mail. It's just so frustrating, I really need this fixed right now because I paid for it and it's just not here. I just can't believe this happened in the middle of the week, I just can't.


Hi, uh, I think I lost my credit card and I need a replacement. I tried logging into Shopify to check my transactions but my password reset email is not arriving. My email is john at outlook dot com. I saw a charge from Hulu... oh no, not Hulu, it was Netflix, and that is why I got worried. Just, I am really stressed right now. I have a reference number here, it is SHIP ninety nine two zero one Y... wait, no, SHIP ninety nine two zero one X. Does that sound right to you? I mean, how long does it usually take to get a new card, right?

Hi, I think I lost my credit card and I need a replacement. I tried logging into Shopify to check my transactions but my password reset email is not arriving. My email is john@outlook.com. I saw a charge from Netflix, and that is why I got worried. I am really stressed right now. I have a reference number here, it is SHIP99201X. Does that sound right to you? How long does it usually take to get a new card, right?


Hi. I just got my package and it's... it's totally smashed. This is completely unacceptable! I'm extremely disappointed with the service. I'm not totally sure but I think... I think the courier just threw it. The total was two hundred fifty dollars and forty cents. Two hundred fifty dollars and forty cents! I also have a Disney plus subscription linked to this account. My email is... my email is cici at outlook dot com.

Hi. I just got my package and it's totally smashed. This is completely unacceptable! I'm extremely disappointed with the service. I'm not totally sure but I think the courier just threw it. The total was $250.40. I also have a Disney+ subscription linked to this account. My email is cici@outlook.com.


Hi, yeah, I need to request a refund... I mean, I'm calling because I need to request a refund for a duplicate payment. The order number is, uh, B Z seven seven one zero four two. B Z seven seven one zero four two. And, well, my order hasn't arrived after ten days. Ten days! Plus, I can't log into my account... I tried resetting... I can't log into my account after resetting password. Just to verify, my phone is four one five five five five zero one zero two, just let me know if you got that, ha.

Hi, I'm calling because I need to request a refund for a duplicate payment. The order number is BZ771042. And my order hasn't arrived after 10 days. Plus, I can't log into my account after resetting password. Just to verify, my phone is 415-555-0102, just let me know if you got that.


Hi, I am calling because my subscription didn't cancel and I was billed, I think it was for Amazon, or wait... I mean I have a Wayfair account too, but this is for Amazon. The order number is seven seven three one zero two. I already tried to stop it but it just... it didn't go through. My customer ID is seven seven two zero four nine one one. I just really need to get this refund sorted out.

Hi, I am calling because my subscription didn't cancel and I was billed for Amazon. The order number is 773102. I already tried to stop it but it didn't go through. My customer ID is 77204911. I just really need to get this refund sorted out.


Can someone tell me why there is a charge on my account? I mean, I just saw it on my Wells Fargo app and I don't recognize it. It says Hulu, it says Hulu for forty nine ninety nine. I'm just really confused about where my money went. Could you please help me with this? This is completely unacceptable. My account number is... account number is four zero two one eight five. I have no Hulu subscription, no Hulu subscription at all. This charge happened on October twelfth.

Can someone tell me why there is a charge on my account? I just saw it on my Wells Fargo app and I don't recognize it. It says Hulu for $49.99. I'm just really confused about where my money went. Could you please help me with this? This is completely unacceptable. My account number is 402185. I have no Hulu subscription at all. This charge happened on October 12.


Hi. I'm calling because I'm not totally sure but I think my subscription was renewed without my permission. My subscription was renewed without my permission and I want a refund. I saw a charge from... Chase... no, Bank of America... wait that's wrong, it's Wells Fargo! It was for... five dollars... no, ten dollars... hold on, it's seven fifty! The order number is... S H I P twenty twenty three ninety nine... no, S H I P twenty twenty four ninety eight... sorry, it's S H I P twenty twenty four ninety nine one! Now I'm just confused if Hulu... if Hulu allows returns for opened items. I really need to know if Hulu allows returns because this was an accident.

Hi. I'm calling because I'm not totally sure but I think my subscription was renewed without my permission and I want a refund. I saw a charge from Wells Fargo! It was for $7.50! The order number is SHIP2024991! Now I'm just confused if Hulu allows returns for opened items. I really need to know if Hulu allows returns because this was an accident.


Hi, uh, I'm calling because I see a charge I didn't make. My husband was like, what is this DoorDash charge for over a thousand dollars? And, well, I think it is a total scam! The amount is one thousand forty five seventy five... one thousand forty five seventy five. And the reference number... it is B L L four four nine two zero zero one... oh no, it is BLL four four nine two zero one one. Just, I don't get it, because I already pay for Spotify every month, so why is there a CONF XJ nine two L charge on here, you know?

Hi, I'm calling because I see a charge I didn't make. My husband was, what is this DoorDash charge for over $1,000? And I think it is a total scam! The amount is $1,045.75. And the reference number is BLL4492011. I don't get it, because I already pay for Spotify every month, so why is there a CONF-XJ-92L charge on here?


Hi, yeah, I am calling because I see these extra charges on my bill. Look, I returned the car to the Wayfair... oh no, I mean the Walmart location. And the tracking number... it is not updating at all. The number is T R K zero zero nine two eight four seven five six. Again, T-R-K zero zero nine two eight four seven five six. I mean, if you can just verify it was dropped off on time, then we could just remove these fees, right? Because I received a shattered item in my shipment... wait, sorry, I am reading the wrong paper, I mean the car was clean when I left it. It is just so frustrating that the tracking is not updating. I need this fixed now because it is a lot of money.

Hi, I am calling because I see these extra charges on my bill. I returned the car to the Walmart location. And the tracking number is not updating at all. The number is TRK009284756. If you can just verify it was dropped off on time, then we could just remove these fees, right? The car was clean when I left it. It is just so frustrating that the tracking is not updating. I need this fixed now because it is a lot of money.


Oh my god! I just got my package and it is completely smashed. Look, the tracking number is T R K zero zero nine two eight three seven four six five. I mean, T R K zero zero nine two eight three seven four six five. It is totally ruined. And also, I tried to use a discount but the promo code isn't applying at checkout. I really need help. Also, I think I need a refund for a subscription I didn't authorize, and I need to update shipping address for a pending order. My order number is C N F eight eight three zero two P L. C N F eight eight three zero two P L.

Oh my god! I just got my package and it is completely smashed. Look, the tracking number is TRK0092837465. It is totally ruined. And also, I tried to use a discount but the promo code isn't applying at checkout. I really need help. Also, I think I need a refund for a subscription I didn't authorize, and I need to update the shipping address for a pending order. My order number is CNF88302PL.


Sarah, look, I can't log into my account after the password reset, and just... wait... I mean, the whole thing is just a mess. I need to request a refund for a defective product, it was two hundred dollars... oh no, it was two hundred ten dollars. Like, my promo code isn't working at checkout, and I just want a simple answer, you know? I've been on hold for ten minutes and I'm just... how should I put it... I'm just really frustrated that this is happening again, ya. I just want my money back in my bank account, just... really quickly, ha.

Sarah, I can't log into my account after the password reset, and the whole thing is just a mess. I need to request a refund for a defective product, it was $210. My promo code isn't working at checkout, and I just want a simple answer. I've been on hold for 10 minutes and I'm just really frustrated that this is happening again. I just want my money back in my bank account really quickly.


Hi, yeah, I am calling because my flight was just canceled and I am really disappointed with the service. My email is john dot doe underscore ninety nine at outlook dot com. I mean, if you can find another seat for me today, then we could avoid me spending night in hotel. Oh, wait, my confirmation number is alpha bravo seven... oh no, it is alpha bravo nine. I appreciate your help with this, John. But seriously, like, the item I received is damaged and the box was open... wait, sorry, I am reading the wrong note, I meant my luggage was damaged on the last leg. And also, the promotional code I entered is not applying to my cart, so I just want that sorted out, you know?

Hi, I am calling because my flight was just canceled and I am really disappointed with the service. My email is john.doe_99@outlook.com. If you can find another seat for me today, then we could avoid me spending a night in a hotel. My confirmation number is alpha bravo 9. I appreciate your help with this, John. But seriously, the luggage was damaged on the last leg. And also, the promotional code I entered is not applying to my cart, so I just want that sorted out.


Honestly, I am just panicking right now. I lost my Wells Fargo card and I see a charge for one thousand four hundred fifty dollars and seventy five cents that I did not make! It is order seven seven two one nine four zero. Just... uh... I need this stopped. Could you please help me with this? I mean, if you cannot fix it, I want to cancel my membership immediately. I really do!

Honestly, I am just panicking right now. I lost my Wells Fargo card and I see a charge for $1,450.75 that I did not make! It is order 7721940. I need this stopped. Could you please help me with this? If you cannot fix it, I want to cancel my membership immediately. I really do!


I was just looking at my statement and I see two charges from AirBnB. One for sixty four twenty and another for seventy four twenty five. I mean I'm extremely disappointed in the service, extremely disappointed in the service because I never even made those bookings. My phone number... my phone number is plus one three ten five five five zero one one five... oh no, it's zero one one two. Anyway, I think my card got stolen. I need you to cancel my card and send me a replacement card.

I was just looking at my statement and I see two charges from Airbnb. One for $64.20 and another for $74.25. I'm extremely disappointed in the service because I never even made those bookings. My phone number is +1 310-555-0112. Anyway, I think my card got stolen. I need you to cancel my card and send me a replacement card.


Hi, look, I'm extremely disappointed with this service. I'm not totally sure but I think... I think my promotional code isn't working. I tried it on Shopify, yeah, but it just won't go through. The order number... order number is Bravo eight eight two seven three one zero. I paid via PayPal, PayPal, and I just... how should I put it, just want this fixed now!

Hi, I'm extremely disappointed with this service. I'm not totally sure but I think my promotional code isn't working. I tried it on Shopify, but it just won't go through. The order number is B8827310. I paid via PayPal, and I just want this fixed now!


Actually, uh, I just noticed some weird fees on my statement. Like, there is a charge for... how should I put it... some kind of Spotify subscription? I never signed up for that! My booking number was B L L nine nine two eight three seven four... oh no, wait, it is B K L four four one zero nine two. Anyway, just check my email at my email at yahoo dot co dot u k, yeah. And the receipt number, just to be sure, it is S four four nine one zero two eight three seven. I mean, I just want this fixed, okay? It is just... so annoying, right?

I just noticed some weird fees on my statement. There is a charge for some Spotify subscription? I never signed up for that! My booking number was BKL441092. Anyway, just check my email at yahoo.co.uk. And the receipt number, just to be sure, it is S449102837. I just want this fixed, okay? It is just so annoying, right?


Hi uh I am calling about my bill. The billing cycle is inconsistent and... it is like... actually my billing is all messed up. I cannot access my cloud storage either. My number is plus one seven zero two five five five zero one three three. Wait... no... I mean plus one six one seven five five five zero one seven seven. I keep seeing Steam charges too!

Hi, I am calling about my bill. The billing cycle is inconsistent and my billing is all messed up. I cannot access my cloud storage either. My number is +1 617 555 0177. I keep seeing Steam charges too!


Hi Sarah, I am calling because I want to request a full refund for my last purchase. Look, I just saw some extra charges and it is not right. I want a full refund, seriously. The tracking number is T R K seven seven three two one zero nine eight five. That is T R K seven seven three two one zero nine eight five. I also need to update shipping address for open order, it is for Xfinity, order number S H I P eight eight two nine one zero zero four. Again, S H I P eight eight two nine one zero zero four.

Hi Sarah, I am calling because I want to request a full refund for my last purchase. Look, I just saw some extra charges and it is not right. I want a full refund, seriously. The tracking number is TRK773210985. I also need to update the shipping address for the open order, it is for Xfinity, order number SHIP88291004.


I need a refund for these extra charges, I need a refund! I stayed at Hilton... the hotel, but my invoice... invoice I N V two zero two three zero zero two shows I received a used item as new. I mean, received a different item than ordered. I tried to fix it online but... unable to update credit card details, just unable to update. The charges... they are wrong. I mean, the bill is just... completely wrong. I cannot... I cannot get the system to let me change my card, and this bill... it is just not right!

I need a refund for these extra charges. I stayed at Hilton, but my invoice INV2023002 shows I received a different item than ordered. I tried to fix it online but was unable to update credit card details. The bill is completely wrong, and I cannot get the system to let me change my card.


Can I return it if it opened? I mean... I think I can but... wait, let me check. I want to change delivery address, change delivery address after shipping. My old address was one hundred one Maple Lane, Star City, Washington nine eight zero zero one. I... I need it sent to... let's say... two hundred two Birch Boulevard, Denver, Colorado eight zero zero zero one. My email street address late one two three at gmail dot com, but I forgot my security question answers, forgot my security question answers.

Can I return it if it's opened? I think I can, but let me check. I want to change the delivery address after shipping. My old address was 101 Maple Lane, Star City, Washington 98001. I need it sent to 202 Birch Boulevard, Denver, Colorado 80001. My email address is late123@gmail.com, but I forgot my security question answers.


Hi, I just wanted to follow up on requesting a chargeback for my order. See, the... uh... delivery driver left package in rain and it's all ruined. I sent an email to info at company dot co dot u k, but... wait... I think I sent it to info at company dot com... oh no, it was dot co dot u k! Anyway, could you please look into this? I mean, the... how should I put it... the whole thing is just a mess, and I need my money back.

Hi, I just wanted to follow up on requesting a chargeback for my order. The delivery driver left the package in the rain and it's all ruined. I sent an email to info@company.co.uk, but could you please look into this? The whole thing is just a mess, and I need my money back.


Broken? Yeah, it is broken. Two thousand five hundred dollars! Just... two thousand five hundred. Two fifteen seventy five too. Seat limit reached on my plan. Unable to export data. Case three three nine two eight one seven.

Broken? Yeah, it is broken. $2,500! Just $2,500. 21575 too. Seat limit reached on my plan. Unable to export data. Case 3392817.


Hi uh I am calling because my voucher code not working and also like... I think payment processed twice for one order... wait... oh no it was processed three times... no wait, it was processed twice for order number seven four two one. I mean... if I can't get this sorted... how should I say... if you could just check the system then we could maybe... uh... just do a partial refund? I know it is opened but I appreciate your help with this... because the A P I key not working either.

Hi, I am calling because my voucher code is not working and also I think payment was processed twice for order number 7421. If you could just check the system, then we could maybe just do a partial refund? I know it is open, but I appreciate your help with this because the API key is not working either.


Sarah, look, flight canceled. My ref is R E F one one zero two nine three eight... oh no, R E F one one zero two nine three four. I just cannot access cloud storage!

Sarah, look, flight canceled. My ref is REF1102934. I just cannot access cloud storage!


Hi, I'm not totally sure but I think I can return this opened Notion kit, I paid fifty dollars for it, or wait, it was UberEats... no, it was NordVPN, and I just wanted to check policy since my number is five five five, eight eight eight, one two three four. Is that possible?

Hi, I'm not totally sure but I think I can return this opened Notion kit, I paid $50 for it, no, it was NordVPN, and I just wanted to check policy since my number is 555-888-1234. Is that possible?


Oh my god! Eh, my monthly statement monthly statement is missing for October, for claim A C C six six seven seven eight eight three, and the DHL charge, the DHL charge is eighteen dollars, just... how to say... TXN four four one zero two nine three one is the reference, it's not showing up in my account ya, I just want to know why it's not there ba.

Oh my god! My monthly statement is missing for October, for claim ACC6677883, and the DHL charge is $18. TXN44102931 is the reference; it's not showing up in my account. I just want to know why it's not there.


Actually... uh, I just noticed my Uber charge went through but then my credit card was declined despite funds being there. It is for order S H I P four four one zero two nine three, which is weird because Microsoft payment worked fine. Just... this is a total waste of time, honestly, you know?

I just noticed my Uber charge went through but then my credit card was declined despite funds being there. It is for order SHIP4410293, which is weird because Microsoft payment worked fine. This is a total waste of time, honestly.


Hi look I just got my package and it is just a mess like the packaging is totally damaged and uh it is the completely incorrect item shipped to me. I paid three hundred ninety nine dollars for this thing and I am just so frustrated. It was sent to five five six six Front Street Liverpool UK L one one A A... oh wait no it is L one one B B. Anyway the transaction number is T X N six six one zero two nine three three. I just need you to fix this right now!

Hi, I just got my package and it is just a mess. The packaging is totally damaged and it is the completely incorrect item shipped to me. I paid $399 for this thing and I am just so frustrated. It was sent to 5566 Front Street, Liverpool, UK L11BB. Anyway, the transaction number is TXN66102933. I just need you to fix this right now!


Ugh! I was charged seventy five twenty for requesting feature addition on Deezer. Wait, no, not feature addition, I meant account upgrade! I want close my account permanently. My reference number is T X three three four four five five one. Again, T X three three four four five five one.

I was charged $75.20 for requesting an account upgrade on Deezer. I want to close my account permanently. My reference number is TX3344551.


Hi Sarah, look, I am calling cause I got this weird charge for thirteen ninety nine on my card. I tried using a discount code but it... it expired too early, and then I cannot disable auto renewal on their site. I cannot find invoice in my email either! My address is three twenty one Elm Street, Austin, Texas seven eight zero zero... oh no, seven eight seven zero one. Anyway, I just want this money back, seriously, thirteen ninety nine for something I cannot even access is just... it is ridiculous!

Hi Sarah, I am calling cause I got this weird charge for $13.99 on my card. I tried using a discount code but it expired too early, and then I cannot disable auto-renewal on their site. I cannot find the invoice in my email either! My address is 321 Elm Street, Austin, Texas 78701. Anyway, I just want this money back, seriously, $13.99 for something I cannot even access is just ridiculous!


I need you to rebook my flight right now because I'm not happy, I'm not happy with the way this was handled! Like, the flight was canceled and I just noticed a discrepancy, a discrepancy in the charges, there is thirteen seventy five added on. The documentation is outdated, documentation is outdated for my profile, and my address... it is six zero six Spruce Street, New York, New York, five one four. I think... how should I say... the system is just not updating. This whole situation is just... just a mess and I really need a new flight today!

I need you to rebook my flight right now because I'm not happy with the way this was handled! The flight was canceled and I just noticed a discrepancy in the charges, there is $13.75 added on. The documentation is outdated for my profile, and my address is 606 Spruce Street, New York, New York, 514. I think the system is just not updating. This whole situation is just a mess and I really need a new flight today!


Payment gateway timeout. Seventy nine dollars. SESS five five two eight one seven three... oh no, seven five... seven three seven. Fix it!

Payment gateway timeout. $79. SESS 552817377. Fix it!


Hi uh look I really need to cancel my Canva subscription right now. I mean it just keep charging me and... uh... how should I put it... it's just not working for me. My address is one one seven High Street London UK S W one A one A. Oh wait no... it is Calle Mayor ten Madrid twenty eight thousand one. I mean... no sorry... it is actually one one seven High Street London UK S W one A one A. My ticket is T R K three three four four five five six six. I demand credit for inconvenience... like a full refund. Does that sound fair to you?

Hi, I really need to cancel my Canva subscription right now. It just keeps charging me and it's just not working for me. My address is 117 High Street, London, UK SW1A 1A. My ticket is TRK33445566. I demand credit for inconvenience, a full refund. Does that sound fair to you?


Credit score affected, affected by mistake. One hundred twelve fifty, one hundred twelve fifty. I want lodge formal complaint.

Credit score affected by mistake. 11250. I want to lodge a formal complaint.


First I filed claim REF two zero two three zero nine two, then I got bill BILL five five four eight two zero... it was American Airlines, American Airlines flight. Finally, order ORD five five two eight one seven three... wait... this order is wrong. Please escalate this, escalate this to a supervisor.

1. I filed claim REF2023092
2. I got bill BILL554820 from American Airlines flight
3. Order ORD5528173

Please escalate this to a supervisor.


My customer ID CUST five five two eight one seven three, I'm unable to activate, unable to activate trial period. Also order ORD seven seven two eight one nine three, and then address eight zero eight Ash Street, Springfield, Massachusetts zero one one zero zero... oh no, zero one one zero one. Plus twelve fifty charge, twelve fifty charge is wrong!

My customer ID CUST5528173, I'm unable to activate trial period. Also order ORD7728193, and then address 808 Ash Street, Springfield, Massachusetts 01101. Plus $12.50 charge, $12.50 charge is wrong!


Can you help me? Yeah, I can. My Peloton... my Peloton arrived broken. I paid six ninety-nine... oh no, six ninety-five for shipping, and nineteen fifty for the tax. Just... just a mess. My email... wotson at mail dot ru... wait, Squarespace... eh, the order was from Squarespace. My email... email is wotson at mail dot ru.

Can you help me? Yeah, I can. My Peloton arrived broken. I paid $6.95 for shipping, and $19.50 for the tax. Just a mess. The order was from Squarespace. My email is wotson@mail.ru.


Oh my god! I need help right now! I think I lost my credit card and uh there was a fraudulent transaction detected on my card. Like five hundred dollars just vanished. I tried to log in but I... I cannot activate two factor authentication. It just keeps failing. I sent an email to help dot me at zoho dot com and also contact at service dot net but no one replied. And get this... my replacement card... wait, no, the package sent to wrong state! It went to Ohio instead of New York! Can you please just... I mean, can you lock the account and send a new card to the right address? I really need this fixed fast, like, right now!

Oh my god! I need help right now! I think I lost my credit card and there was a fraudulent transaction detected on my card. $500 just vanished. I tried to log in but I cannot activate two-factor authentication. It just keeps failing. I sent an email to help.me@zoho.com and also contact@service.net but no one replied. And get this... the package sent to the wrong state! It went to Ohio instead of New York! Can you please lock the account and send a new card to the right address? I really need this fixed fast, right now!


Hi I'm calling because I received a generic response, I received a generic response to my ticket about my Qualcomm chip. I bought it from Newegg and the technician didn't show up, the technician didn't show up. I tried emailing samantha dot lee at zoho dot com but I... I mean I just need to reschedule. Please check samantha dot lee at zoho dot com.

Hi, I'm calling because I received a generic response to my ticket about my Qualcomm chip. I bought it from Newegg and the technician didn't show up. I tried emailing samantha.lee@zoho.com, but I just need to reschedule. Please check samantha.lee@zoho.com.


Actually... I... I just remembered, my invoice... I mean, the bill... INV one one two eight three seven four is wrong. I requested a callback but never got one, and... how should I say... I expect a better level of service. My case is CAS eight eight two seven three six. Please call me back at plus one six one seven five five five zero one seven seven. I've been waitin for a while now, it's just... not right, yeah.

I just remembered, the bill INV1128374 is wrong. I requested a callback but never got one, and I expect a better level of service. My case is CAS882736. Please call me back at +1 617 555 0177. I've been waiting for a while now, it's just not right.


Hi yes I am calling because I just noticed a discrepancy in my billing. Now look I thought it was just a one time fee but oh no it is an unexpected monthly price hike! I am talking about policy B L L eight eight one seven two six three. My case number is C A S E five five two eight one seven three three... wait no sorry it is five five two eight one seven three four. Anyway I sent an email to customer help at i cloud dot com but nobody replied. I mean I really need this sorted out now because the cost is just too high. I mean it is just too high!

Hi, yes, I am calling because I just noticed a discrepancy in my billing. Now look, I thought it was just a one-time fee but it is an unexpected monthly price hike! I am talking about policy BLL8817263. My case number is CASE55281734. Anyway, I sent an email to customerhelp@icloud.com but nobody replied. I really need this sorted out now because the cost is just too high.


天呐今天热死我了，刚才跟林舒雅去万象城买露露乐蒙，感觉整个人都要融化掉，然后下午约了徐子涵去深夜食堂，哦不是，是去喝下午茶，还有那边空调好像坏了，真的太难受了

天呐今天热死我了，刚才跟林舒雅去万象城买Lululemon，感觉整个人都要融化掉，然后下午约了徐子涵去喝下午茶，还有那边空调好像坏了，真的太难受了


赵雨萌说周末去古北水镇,我觉得去古北水镇太远太远了,咱们还是去蓝色港湾,蓝色港湾逛逛,我想去买个佳洁时牙刷,不对,是买个电动牙刷,然后顺便去华山医院看下医生

赵雨萌说周末去古北水镇，我觉得去古北水镇太远了，咱们还是去蓝色港湾逛逛，我想买个电动牙刷，然后顺便去华山医院看下医生


This is a nightmare! Order CAS five five six four seven three eight... it's more like a prank than service. My address is twenty two Baker Street... oh no, I mean one one two two Side Street, Bristol, UK BS one one AA. And this account verification link expired... it's just too much, i can't get it to work.

This is a nightmare! Order CAS5564738... it's more like a prank than service. My address is 1122 Side Street, Bristol, UK BS11AA. And this account verification link expired... it's just too much, I can't get it to work.


Hi, I thought my appointment was for Tuesday... oh no, it's Wednesday. I need to reschedule because the software is incompatible with my OS, yeah. I've been waiting, waiting for a callback for three days now. My order number is ORD two two eight three seven four six, ORD two two eight three seven four six. The session is SESS one one zero two nine three. I'm still waiting for a reference, a reference... REF nine nine two eight three seven four, and I hope I can get a new time slot soon ha.

Hi, I thought my appointment was for Wednesday. I need to reschedule because the software is incompatible with my OS. I've been waiting for a callback for 3 days now. My order number is ORD2283746. The session is SESS110293. I'm still waiting for a reference REF9928374, and I hope I can get a new time slot soon.


哎呀太心烦了，我家狗这个礼拜五就开始拉肚子，怎么说呢，佳洁士和林梦瑶说得用药，但梁思琪跟吴宇轩又说得先禁食，现在完全没头绪呀。

太心烦了，我家狗这个礼拜五就开始拉肚子，佳洁士和林梦瑶说得用药，但梁思琪跟吴宇轩又说得先禁食，现在完全没头绪呀。


诶你听说了没，高子睿前天中午十二点在国贸中心，国贸中心被钱子涵给堵了，然后还有就是他们俩在南山路，南山路吵得挺凶，另外听说钱子涵再打算分手吧。

你听说了没，高子睿前天12:00在国贸中心被钱子涵给堵了，然后他们俩在南山路吵得挺凶，另外听说钱子涵在打算分手吧。


诶，如果何天翊把特斯拉开过来接我，那我们就能去吃那家超赞的店！我想想啊，就在三号街...不对，四号街...等等错了，是五号街！之前赵嘉怡办理签证时穿那件lululemon衣服去吃过，说绝了呀。

如果何天翊把特斯拉开过来接我，那我们就能去吃那家超赞的店！就在5号街！之前赵嘉怡办理签证时穿那件lululemon衣服去吃过，说绝了呀。


诶我们就去成都吧，怎么说呢，程逸凡说那边现在挺舒服的。我想想啊，下周二早晨在人民广场集合就行，到时候方圆苑那边杨睿博也一块儿过来哈。

我们就去成都吧，程逸凡说那边现在挺舒服的。下周二早晨在人民广场集合就行，到时候方圆苑那边杨睿博也一块儿过来哈。


诶对了，今天地铁人真多，我都快挤成相片了，话说周子默之前说他在金茂大厦那边，嗯，帮周子涵搞什么智能家居配置，我想想啊，他是不是在花园路那站下车吧，怎么说呢，要是赶上早高峰，估计得在车里呆上三十分钟呀。

今天地铁人真多，我都快挤成相片了。周子默之前说他在金茂大厦那边帮周子涵搞智能家居配置，他是不是在花园路那站下车吧，要是赶上早高峰，估计得在车里呆上30分钟呀。


诶不是你想那样，咱们不去人民广场，其实是去幸福花园那边，就是张峻熙说那边有个考研自习室，不对，是自习咖啡馆，还能奶茶续杯吧。

不是你想那样，咱们不去人民广场，其实是去幸福花园那边，张峻熙说那边有个自习咖啡馆，还能奶茶续杯吧。


顾清然，诶，你想想前天中午十二点我见物业时，就是说那个鸟牌始祖鸟外套被刮到啦，怎么说呢，我跟他们反映过好几次了吧。

顾清然，你想想前天12:00我见物业时，始祖鸟外套被刮到了，我跟他们反映过好几次了吧。


诶，如果郑嘉怡能开她那辆比亚迪的话，那我们就能在五道口…我想想啊…直接在五道口集合，然后去金水桥。不对，是去金水苑，这样方便点吧。郭佳怡也再来接我，就省得打车了。

如果郑嘉怡能开她那辆比亚迪的话，那我们就能直接在五道口集合，然后去金水苑，这样方便点吧。郭嘉怡再来接我，就省得打车了。


诶，最近我跟孙嘉怡去国贸商城逛了逛，然后我还预约个除除螨服务，就是，家里那床垫得弄弄吧。另外我也跟苏曼青聊了，我想想啊，打算把家里那个…换成极米投影仪，怎么说呢，感觉看电影更舒服呀。

最近我跟孙嘉怡去国贸商城逛了逛，然后我还预约个除螨服务，家里那床垫得弄弄吧。另外我也跟苏曼青聊了，打算把家里那个换成极米投影仪，感觉看电影更舒服呀。


不是你以为我逛二手市场买的，其实其实是梁思颖送我新手机！这手机快快得离谱，我刚才扫码扫码共享单车，几乎没延迟。我就想现在带它去西湖，去西湖…怎么说呢…去那边边喝奶茶加波霸边拍照，绝了！

不是你以为我逛二手市场买的，其实是梁思颖送我新手机！这手机快得离谱，我刚才扫码共享单车，几乎没延迟。我就想现在带它去西湖，去那边边喝奶茶加波霸边拍照，绝了！


我今天真累死了，先是开会开到晚上八点，开会开到晚上八点才结束，然后还得去东冬门接姜雨萌，接姜雨萌去第一人民医院看个门诊，最后我还得去蔚来逛逛折扣店，逛逛折扣店买个东西，简直在崩溃边缘

我今天真累死了，先是开会开到20:00才结束，然后还得去东门接姜雨萌去第一人民医院看个门诊，最后我还得去蔚来逛逛折扣店买个东西，简直在崩溃边缘


诶，如果周芷若能把人民广场金街那个项目搞定，那我们大概能拿三万五千块奖金吧，我想想啊，到时候我直接给韩雨薇买个极米投影仪。

如果周芷若能把人民广场金街那个项目搞定，那我们大概能拿35000元奖金吧，到时候我直接给韩雨薇买个极米投影仪。


你说过那个剧没看过吧?我昨晚十一点才看完,简直绝了,剧情反转反转得太快,你绝对得看,得看这部!我记得咱俩约后天正午在金融街见,啊不对,在万达广场见,看完之后咱俩去人民广场逛逛,我觉得真的可以!

你说过那个剧没看过吧？我昨晚23:00才看完，简直绝了，剧情反转得太快，你绝对得看这部！我记得咱俩约后天12:00在万达广场见，看完之后咱俩去人民广场逛逛，我觉得真的可以！


刘子洋，绝了，今天地铁上人多到爆炸，我本来想在名创优品随便逛逛，结果人挤人，我记得下周三傍晚，哦不是，下周四傍晚蓝色港湾那边好像有活动，估计得比今天更挤，唐煜恒你到时候千万别凑热闹

刘子洋，绝了，今天地铁上人多到爆炸，我本来想在名创优品随便逛逛，结果人挤人。我记得下周四傍晚蓝色港湾那边好像有活动，估计得比今天更挤，唐煜恒你到时候千万别凑热闹


诶，你别以为这剧是那种霸总甜宠剧，其实其实是个悬疑剧，剧情反转反转得特别快。大后天咱们在世纪公园见，不对，南山路见，到时候边喝霸王茶姬边跟你聊，我想把赵宇轩这角色分析给你听。

你别以为这剧是那种霸总甜宠剧，其实是个悬疑剧，剧情反转得特别快。大后天咱们在南山路见，到时候边喝霸王茶姬边跟你聊，我想把赵宇轩这角色分析给你听。


诶你听说了没，韩逸飞跟王梓豪在那滨江路吵起来了，我想想啊，应该是除夕年夜饭那天，在国贸中心那家餐厅，不对，是国贸中心对面那家，吵得特别凶呀。

你听说了没，韩逸飞跟王梓豪在滨江路吵起来了，应该是除夕年夜饭那天，在国贸中心对面那家餐厅，吵得特别凶呀。


绝了今天这地铁人多得离谱，我本来打算下周一早晨去西单大悦城，啊不对，是北外滩那边，然后那个…怎么说呢…我想着顺便把衣服除除螨，还有那个陆子衿也得见一面，另外还得赶那个会，真的挤死我了

绝了今天这地铁人多得离谱，我本来打算下周一早晨去北外滩那边，我想着顺便把衣服除除螨，还有陆子衿也得见一面，另外还得赶那个会，真的挤死我了


今天地铁真是绝了，人多得要死，我挤在龙湖天街站那个口简直没法动，然后我还在旁边听见吴思琪，哦不是，是韩思琪在打电话聊养老金计算，另外那个吴子涵还在那刷短视频，耳朵贴我脸在，吵死我了！

今天地铁真是绝了，人多得要死，我挤在龙湖天街站那个口简直没法动，然后我还在旁边听见韩思琪在打电话聊养老金计算，另外那个吴子涵还在那刷短视频，耳朵贴我脸上，吵死我了！


诶，如果徐雅婷真在南山金贸中心上班，那我们就得去天坛公苑…不对，天坛公园…等等错了，是大学城找她！就是这事儿要是真的话，得太劲爆了吧。

如果徐雅婷真在南山金贸中心上班，那我们就得去大学城找她！这事儿要是真的话，得太劲爆了吧。


小王，有人想一起去看演唱会吗，票是盲盒抽奖抽到盲盒抽奖抽到，地点在前海湾，啊不对，在金水桥，我想想，我想想，看完能住全季酒店，明天咱们国贸国贸碰头商量下

小王，有人想一起去看演唱会吗，票是盲盒抽奖抽到的，地点在金水桥，看完能住全季酒店，明天咱们国贸碰头商量下


说白了咱们就别纠结了，直接去万象城吃，那个...怎么说呢...要是孙雨薇和徐佳宜也来就更热闹，刚才周子涵说在东门...啊不对，是南门集合，咱们再那边见就行，估计得等个十分钟。

说白了咱们就别纠结了，直接去万象城吃，要是孙雨薇和徐佳宜也来就更热闹，刚才周子涵说在南门集合，咱们在那边见就行，估计得等个10分钟。


去碧桂园吧，那个...今年夏天想去徒步登山，哎对了，潘悠悠说那边黄昏时分风景绝了，得赶紧订房

去碧桂园吧，今年夏天想去徒步登山，潘悠悠说那边黄昏时分风景绝了，得赶紧订房


我最近搬到华润海岸城那边住，嗯，睡眠质量好多了，现在每天早睡早起，前几天还跟梁娇去哈尔滨圣索菲亚，啊不对，是圣索菲亚教堂逛了逛。

我最近搬到华润海岸城那边住，睡眠质量好多了，现在每天早睡早起，前几天还跟梁娇去哈尔滨圣索菲亚教堂逛了逛。


诶不是你觉得这种日子没法过吧，其实只要养成早起习惯就没那么难受，怎么说呢，别像旁氏那样想太多，我想想啊，哪怕傍晚六点去白云机场看飞机，或者买个Saint Laurent包包犒劳下自己，日子还是得再往前走呀。

你觉得这种日子没法过吧，其实只要养成早起习惯就没那么难受，别像庞氏那样想太多，哪怕18:00去白云机场看飞机，或者买个Saint Laurent包包犒劳下自己，日子还是得再往前走呀。


诶我也不太确定周六能不能去，就是感觉穿衣指南说那边冷，我想想啊，得穿个Supreme外套吧，不然得感冒，而且我刚做完美甲款式还没干，要是像史甜甜那样在西安钟楼逛逛还好，爬山怕是会弄坏呀。

我也不太确定周六能不能去，感觉穿衣指南说那边冷，得穿个Supreme外套吧，不然得感冒，而且我刚做完美甲款式还没干，要是像史甜甜那样在西安钟楼逛逛还好，爬山怕是会弄坏呀。


对了 那个...正午...得去 Zara 退货

正午得去 Zara 退货


诶我听说是午睡时间快递到货，他买了个SteelSeries…买了那个…过段时间打算给咱俩一人整一个哈

我听说是午睡时间快递到货，他买了个SteelSeries，过段时间打算给咱俩一人整一个哈


诶如果周六能穿通勤穿搭去万达，啊不对，华润橡树湾集合嘛，那咱们能省不少时间，就不用等余圆圆中泰那边的车哈。

如果周六能穿通勤穿搭去华润橡树湾集合，那咱们能省不少时间，就不用等余圆圆中泰那边的车哈。


诶我想想啊，当时先是周睿非要拉我去超市打折抢衣服，然后咱们居然在打折区翻到件 Patagonia，原价得好几千块，当时只要三百块，不对，是两百块，最后咱们还约好下月十号一起去逛，结果现如今谁也没联系谁，就是挺逗的吧！

当时先是周睿非要拉我去超市打折抢衣服，然后咱们居然在打折区翻到件Patagonia，原价得好几千元，当时只要200元，最后咱们还约好下月10号一起去逛，结果现如今谁也没联系谁，挺逗的吧！


诶我家狗子拉肚子，我给他喂了东冬特饮，不对，绿城雅苑，等等错了，是Costco买的药！就是药药喂了两次两次，你觉得觉得这样行吧？

我家狗子拉肚子，我给他喂了Costco买的药，喂了两次，你觉得这样行吧？


顾凡，你快看便利店新品这个太绝了，碧桂园之源啊不对是农夫山泉出的，虽然换季感冒嗓子疼，但酒店预订完得赶紧冲一波！

顾凡，你快看便利店新品这个太绝了，农夫山泉出的，虽然换季感冒嗓子疼，但酒店预订完得赶紧冲一波！


诶，如果封梓涵在那边…不对，穆芊芊…等等错了，是邓承宇在那边等咱们，那咱们就能在融创之光融创之光吃，就是网络延迟网络延迟太严重太难受吧。

如果邓承宇在那边等咱们，那咱们就能在融创之光吃，网络延迟太严重太难受了。


哎呀太绝了，开会开到晚上九点，我想想啊，本来打算去南京路买买南京路那个稻香村，结果结果…得改天了吧

太绝了，开会开到21:00，本来打算去南京路买稻香村，结果得改天了


诶，要是靳思琪能早点把绿城之新那个方案定下来，那我们现在估计早就在中山路逛街买Prada吧，怎么说呢，要是能提前两小时结束，我想想啊，我们就能直接快进到国庆长假模式，结果开到晚上九点多才散会，真的太累道了呀。

要是靳思琪能早点把绿城之新那个方案定下来，那我们现在估计早就在中山路逛街买Prada吧。要是能提前2小时结束，我们就能直接快进到国庆长假模式，结果开到晚上21:00多才散会，真的太累了呀。


余卓，今天人民路地铁真绝了，人多得根本挤不上去，我刚才在那想...哎怎么说呢...感觉像在罐头里，本来打算去前海那个...不对，是简远那边开会，结果被挤得差点没把手机弄丢，还得赶紧找物业投诉下，哎呀这通勤真的太心累哈。

余卓，今天人民路地铁真绝了，人多得根本挤不上去，我刚才在那感觉像在罐头里，本来打算去简远那边开会，结果被挤得差点没把手机弄丢，还得赶紧找物业投诉下，这通勤真的太心累哈。


诶，不是你想那样，其实这剧讲汰渍洗衣服，我想想啊，就是诸葛圆圆在天环广场...怎么说呢，在天环广场教春运抢票和恋爱技巧吧，挺绝呀！

其实这剧讲的是汰渍洗衣服，诸葛圆圆在天环广场教春运抢票和恋爱技巧吧，挺绝的！


诶我最近在搞电竞外设，电竞外设这边挺忙，然后之前跟褚芊芊去天河城逛了趟，另外卢依依和苏萌萌她们…她们说要一起约饭，我想想啊，其实就是想把那顿饭…想把聚餐时间定在周六晚上七点吧。

我最近在搞电竞外设，电竞外设这边挺忙，之前跟褚芊芊去天河城逛了趟，另外卢依依和苏萌萌她们说要一起约饭，我想把聚餐时间定在周六19:00吧。


哎呀太心疼了，我家狗子突然拉肚子，我打算带它去无锡金碧辉煌广场那边看，啊不对，是绿城明珠那边，就是…我想想啊…那边有个宠物医院比较专业，我想着趁五一长假之前赶紧去，原本打算下周六，哦不是，下周日去，结果现在它状态太差了，得赶紧去就医，再拖下去怕不行的呀。

太心疼了，我家狗子突然拉肚子，我打算带它去绿城明珠那边看，那边有个宠物医院比较专业，我想着趁5月1日长假之前赶紧去，原本打算下周日去，结果现在它状态太差了，得赶紧去就医，再拖下去怕不行的呀。


诶今天开会开到晚上八点多，就是任雨霏她们还得弄教师节贺卡，我想想啊，应该是卢圆圆和裴若芸去准备羽毛球赛吧。

今天开会开到20:00多，任雨霏她们还得弄教师节贺卡，应该是卢圆圆和裴若芸去准备羽毛球赛吧。


翠湖那边人多，然后…那个…阵雨预警又发，还有招商那块堵死，哎

翠湖那边人多，阵雨预警又发了，还有招商那块堵死了。


诶咱们周末去爬山吧，柏岚说最近风景好，风景好呀。我想想啊，晚上八点一刻钱萌跟金铭道，下周二下周二再一起聚，哈。

咱们周末去爬山吧，柏岚说最近风景好。我想想，晚上20:15钱萌跟金铭说，下周二再一起聚。


诶，我刚才弄加湿器开关弄半天，就是本周五下午去绿城之辉财商教育，啊不对，是绿城之辉商场，给咱提供点情绪价值吧哈。

我刚才弄加湿器开关弄半天，本周五下午去绿城之辉商场，给咱提供点情绪价值吧。


韩梦琪说长乐路长乐路有家店，不对，诚品书店那边，你觉得呢

韩梦琪说诚品书店那边有家店，你觉得呢


诶对了，咱们明天早上跑步哈，我想想啊，之前邢雨桐说那条公交线路那个...公交线路好像得绕路，咱们还是走着去吧。话说去年年底葛萌推荐那家便利店零食，便利店零食真的绝了，跑完咱俩去买点，怎么说呢，就是感觉得奖励下自己嘛。

咱们明天早上跑步，之前邢雨桐说那条公交线路好像得绕路，咱们还是走着去吧。去年年底葛萌推荐那家便利店零食真的绝了，跑完咱俩去买点，感觉得奖励下自己嘛。


司徒远在IFC商城，不对，国金，等等错了，是IFC商城发型设计跟顾芊顾芊在一起，严逸严逸知道了，你觉得呢

司徒远在IFC商城发型设计跟顾芊在一起，严逸知道了，你觉得呢


周铭周末去爬山吧,我想想啊,最近三里屯太古里太挤太挤了,咱们去山里透透气,下山再吃路边摊小吃,吃路边摊小吃,再买杯古茗和水果拼盘

周铭周末去爬山吧，最近三里屯太古里太挤了，咱们去山里透透气，下山再吃路边摊小吃，再买杯古茗和水果拼盘


Oh by the way, I am emailing a realtor about a property viewing... wait, no, texting a friend to confirm a hike by the middle of next week. I would be gratefull if Abigail could join us in the garden yuan.

Oh by the way, I am texting a friend to confirm a hike by the middle of next week. I would be grateful if Abigail could join us in the Garden Yuan.


Uh, for the... wait, the guy at six hundred sixty six Mountain Pass Salt Lake City Utah eight four one zero one. Need... need to email client for deposit. I... I am contacting you about... uh... voice note for lecture. Due by end of day tomorrow.

The guy at 666 Mountain Pass, Salt Lake City, Utah 84101. Need to email client for deposit. I am contacting you about the voice note for lecture, due by end of day tomorrow.


诶我想着与其咱们周末在那保利之辉逛街不如一起去爬山，反正我半年前在九江那边去过一次感觉特别好。我想想啊，咱们那个…要是能早点出发，怎么说呢，比每月第一天去挤人山人海要强多了。对了我得先去趟邮储银行取点钱，等我办完到家就给你发消息哈，咱们到时候在那个山苑门口见。

我想着与其咱们周末在保利之辉逛街，不如一起去爬山，反正我半年前在九江那边去过一次感觉特别好。咱们要是能早点出发，比每月1日去挤人山人海要强多了。我得先去趟邮储银行取点钱，等我办完到家就给你发消息，咱们到时候在山苑门口见。


Need to finish texting a vet texting a vet about pet appointment by next Friday. If Anthony confirms, then we could meet at one hundred North Tryon Street, Charlotte, North Carolina twenty eight thousand two hundred two. Wait, address is address is one two three four Highland Avenue, Los Angeles, California nine thousand one. Hope he can make it to the meeting for the new project.

Need to finish texting a vet about pet appointment by next Friday. If Anthony confirms, then we could meet at 1234 Highland Avenue, Los Angeles, California 9001. Hope he can make it to the meeting for the new project.


诶今天地铁真的挤爆了，陆峰说月底之前要搞定动漫展那个事儿，结果他早起习惯太差，得十点，啊不对，是十点半才起，我想想，反正他这种…就是说…得赶紧跟任悠悠对一下进度，你觉得呢？

今天地铁真的挤爆了，陆峰说月底之前要搞定动漫展那个事儿，结果他早起习惯太差，10:30才起，他得赶紧跟任悠悠对一下进度，你觉得呢？


Actually, uh, the address is eight zero eight Synergy Lane, Atlanta, Georgia three zero three zero eight. I'm looking forward to... let me see... writing a list of packing essentials for skiing, and texting sibling about family gift, just, yeah, by tomorrow noon, ha.

The address is 808 Synergy Lane, Atlanta, Georgia 30308. I'm looking forward to writing a list of packing essentials for skiing, and texting sibling about family gift by tomorrow noon.


So Isabella was telling me she was texting a friend about a gym class and said just wanted to touch base. Now why use that? It sounds like I am writing to thank you for a business meeting. Oh wait, she was sending a text to her partner about grocery items... no, not partner, her roommate! Anyway, it just feels way too formal for a casual chat, right?

Isabella was telling me she was texting a friend about a gym class and said just wanted to touch base. Now why use that? It sounds like I am writing to thank you for a business meeting. She was sending a text to her roommate about grocery items. Anyway, it just feels way too formal for a casual chat, right?


Need to set follow up on the twelfth of October. I'll text coworker about broken printer and... wait, send email to vendor requesting quote first. Also need note for workout goal. Oh, and tell Sarah I'm sorry to hear that. Does that sound okay to you or should I change something?

Need to set follow up on October 12. I'll text coworker about broken printer and send email to vendor requesting quote first. Also need note for workout goal. Oh, and tell Sarah I'm sorry to hear that. Does that sound okay to you or should I change something?


Meeting tomorrow. Tomorrow at twelve thirty PM. More like... more like chat than pitch. Address three hundred thirty three Market Street. Market Street, Philadelphia, PA one nine zero seven. Email at sign. Texting teammate. Teammate about game strategy. In about twenty minutes.

Meeting tomorrow at 12:30pm. More like a chat than a pitch. Address 333 Market Street, Philadelphia, PA 1907. Email @. Texting teammate about game strategy in about 20 minutes.


I need reminder to schedule oil change and Zara... Zara needs a voice memo for project brainstorming this coming Wednesday. Also email to vendor about warranty. Wait... email the vendor... the warranty email. Anyway, main thing is just feed the cat twice day.

I need a reminder to schedule an oil change, and Zara needs a voice memo for project brainstorming this coming Wednesday. Also, email the vendor about the warranty. Anyway, the main thing is just feed the cat twice a day.


Oh! Right, need to send text to sister about flight details and remember to pay electric bill. Also, insert link for that medical portal. The address for the specialist is five hundred fifty five Gold Mine Road, Reno, Nevada eight nine five zero one. I have to be there in five hours, wait, no, actually in five hours from now.

Right, need to send text to sister about flight details and remember to pay electric bill. Also, insert link for that medical portal. The address for the specialist is 555 Gold Mine Road, Reno, Nevada 89501. I have to be there in 5 hours from now.


Honestly, send to hiring manager, send to hiring manager, just... a email to bank regarding dispute, for the dispute, and maybe... texting friend apologize late. Oh, drafting newsletter for subscribers, for subscribers... writing note for grocery store budget, two hundred dollars budget, in the budget, write it in the budjet... wait, just write it in the budjet.

Honestly, send an email to the hiring manager, an email to the bank regarding the dispute, and maybe text a friend to apologize for being late. Also, draft a newsletter for subscribers and write a note for the grocery store budget, a $200 budget.


I need to finish my to do list. Just wanted to touch base with Grayson... Grayson about the refund email... oh no, email to customer about refund. Put an asterisk asterisk next to it. Put that note for a book reading list in the new... new folder... wait, not new folder, current folder. Send it by five o clock today.

I need to finish my to do list:
1. Touch base with Grayson about the email to customer about refund. Put ** next to it.
2. Put that note for a book reading list in the current folder.
3. Send it by 5:00 today.


Um, so for the blog, I want to start with what Sarah told me, she was like, we need to meet next Saturday at four PM at four zero four Elm Street, Boston, Massachusetts zero two one zero eight. Now, thinking about that, it feels way too rushed. I mean, I'll probably be drafting a formal apology to a client in about twenty minutes, so my head is already spinning. I should probably push our brainstorm to next Wednesday morning instead. Actually, let's just say next Wednesday... yeah, morning works better. I just need some space to breathe before we dive into the strategy.

For the blog, I want to start with what Sarah told me: we need to meet next Saturday at 4pm at 404 Elm Street, Boston, Massachusetts 02108. Now, thinking about that, it feels way too rushed. I'll probably be drafting a formal apology to a client in about 20 minutes, so my head is already spinning. I should probably push our brainstorm to next Wednesday morning instead. Let's just say next Wednesday morning works better. I just need some space to breathe before we dive into the strategy.


First, three hundred thirty three Rose Garden. Pasadena, California nine one one zero one. Then, tomorrow at ten AM... oh no, nine AM. Finally, eight PM this Friday. Just heads up. Drafting request for refund.

1. 333 Rose Garden, Pasadena, California 91101
2. Tomorrow at 9am
3. 8pm this Friday

Just heads up. Drafting request for refund.


Okay, so for the blog post, if I can just... let me think... if I can finish the first three sections, then we could probably insert link to the portfolio by the end of the week. I just need to stop texting a coach about practice and actually focus. Wait, no, I should first finish drafting apology to neighbor for loud music because that is way more urgent. Oh, and I need to check in with Mila about the... the layout... actually, maybe just ask her to review the draft on Friday. I'll try to get it all done by Friday night, though I'm not sure if that is possible.

For the blog post, if I can finish the first 3 sections, then we could probably insert a link to the portfolio by the end of the week. I just need to stop texting a coach about practice and actually focus. I should first finish drafting an apology to my neighbor for loud music because that is way more urgent. Oh, and I need to check in with Mila and maybe just ask her to review the draft on Friday. I'll try to get it all done by Friday night, though I'm not sure if that is possible.


First, note the Phoenix office at five zero five Ash Street, Phoenix, Arizona eight five zero zero one. Then, uh, we need to... how should I put this... update the Napa site to five five five Vineyard Road, Napa, California nine four five five eight. Oh no, wait, eight four five five eight. Finally, emailing vendor about shipment delay for eight zero eight Liberty Avenue, Philadelphia, Pennsylvania one nine one zero one by next payday.

1. Note the Phoenix office at 505 Ash Street, Phoenix, Arizona 85001
2. Update the Napa site to 555 Vineyard Road, Napa, California 84558
3. Emailing vendor about shipment delay for 808 Liberty Avenue, Philadelphia, Pennsylvania 19101 by next payday


Gift for Jackson. Maybe something for drafting a formal letter of intent... drafting a formal letter of intent. Address is seven eighty... no, seven ninety... wait wrong, seven eighty nine Ocean Drive Miami Florida three three one three nine. He was texting a teammate... texting a teammate about the play this coming... this coming Monday... no, Tuesday evening.

Gift for Jackson. Maybe something for drafting a formal letter of intent. Address is 789 Ocean Drive, Miami, Florida 33139. He was texting a teammate about the play this coming Tuesday evening.


Honestly, I need to text friend about baby shower, text friend about baby shower, and maybe do it at dawn. I've been waking up every Monday morning, every Monday morning, to write. Let's see, Charles is at one Infinite Loop, Cupertino, California nine five zero one four.

Honestly, I need to text friend about baby shower, and maybe do it at dawn. I've been waking up every Monday morning to write. Let's see, Charles is at 1 Infinite Loop, Cupertino, California 95014.


Need to send voice memo for project timeline, and uh, email recruiter after interview. Also, emailing bookstore about pre order. I should... actually, just note down four zero four zero Ocean Boulevard, Long Beach, California nine zero eight zero two, at midnight on New Year's.

Need to send voice memo for project timeline, and email recruiter after interview. Also, emailing bookstore about pre order. I should just note down 4040 Ocean Boulevard, Long Beach, California 90802, at midnight on New Year's.


Actually, writing a list... writing a list for Tokyo. Hey, in thirty... no, half an hour, touch base touch base. Note parking spot garage.

Writing a list for Tokyo. In half an hour, touch base. Note parking spot garage.


Hmm, today was just a blur. I spent way too long texting a friend to ask if they're awake, just to see if we could grab coffee. Then I had to go to one one one one Pennsylvania Avenue, Washington, DC two zero zero zero four... wait, no, it was one one zero one Pennsylvania Avenue, Washington, DC two zero zero zero four. I was there to meet Jack. I...I told him I'm following up on my application, but he was busy. If Luca... if Luca comes back tomorrow, then we could maybe try to reschedule. I mean, I think think the timing was just off, ya know? My head is just... just spinning from all the travel. I really need to call Luca... call Luca again tomorrow morning.

Today was just a blur. I spent way too long texting a friend to ask if they're awake, just to see if we could grab coffee. Then I had to go to 1101 Pennsylvania Avenue, Washington, D.C. 20004. I was there to meet Jack. I told him I'm following up on my application, but he was busy. If Luca comes back tomorrow, then we could maybe try to reschedule. I think the timing was just off. My head is just spinning from all the travel. I really need to call Luca again tomorrow morning.


Sarah, hope you're having great week. Lunch... no, email vendor bulk pricing.

Sarah, hope you're having a great week. Email vendor bulk pricing.


What else do I need to pack? Oh right, just... uh... gotta remember to send that email to teacher about sick child before leaving for four hundred fifty six Corporate Plaza, Dallas, Texas seven five two zero one. And, let me see, I need to be up by six A M to handle texting coach about practice time. Then I gotta mail the package to six hundred six Birch Boulevard, Boston, Massachusetts zero two one zero eight. I think I got everything now, right?

What else do I need to pack? Oh right, just gotta remember to send that email to teacher about sick child before leaving for 456 Corporate Plaza, Dallas, Texas 75201. And, let me see, I need to be up by 6am to handle texting coach about practice time. Then I gotta mail the package to 606 Birch Boulevard, Boston, Massachusetts 02108. I think I got everything now, right?


Who is it? Oh, Aditi. Thanks for the update update. I am emailing emailing vendor about shipment delay. Next Wednesday at ten... no, eleven. Address nine zero nine Fusion Drive, Chicago, Illinois six zero six zero five. Sent it to her e mail.

Who is it? Oh, Aditi. Thanks for the update. I am emailing the vendor about the shipment delay. Next Wednesday at 11:00. Address 909 Fusion Drive, Chicago, Illinois 60605. Sent it to her email.


Why call Jayden? Uh, in reference to John. No, texting client to confirm meeting. Note for luggage list. Need two bags. Wait, three bags. Hope it's a new star. Just go to the garden. Wait, garden yard.

Why call Jayden in reference to John? Texting client to confirm meeting. Note for luggage list: need 3 bags. Hope it's a new star. Just go to the garden yard.


Why should we hire Omar? Well, he is great at... uh... managing a movie watch list, oh no, drafting a LinkedIn outreach message. He can... let me see... finish a voice note for daily reflection in six hours... no, in four hours. He has a real knack for these tasks and is a great addition to the team. Hope this helps him get the job in the new city.

Why should we hire Omar? Well, he is great at drafting a LinkedIn outreach message. He can finish a voice note for daily reflection in 4 hours. He has a real knack for these tasks and is a great addition to the team. Hope this helps him get the job in the new city.


Actually, I am drafting a welcome email, drafting a welcome email for new hire Yara. Tell Daniel meeting is tomorrow at ten AM... no, nine AM. Address is five zero five Bayou Boulevard, Baton Rouge, Louisiana seven zero eight zero one. Seven zero eight zero one.

I am drafting a welcome email for new hire Yara. Tell Daniel the meeting is tomorrow at 9am. Address is 505 Bayou Boulevard, Baton Rouge, Louisiana 70801.


Honestly, I am drafting a press release for a product, uh, wait, make that email to client about project scope. I would like to invite you to review it. Close quote. Oh, and reminder to buy stamps.

Honestly, I am drafting an email to client about project scope. I would like to invite you to review it. Close quote. Oh, and reminder to buy stamps.


Address five hundred South Main Street. Oh no, North Main Street. Salt Lake City Utah eight four one zero one. Like texting friend for recommendation. Not meeting minutes note. This Sunday eleven thirty AM. Thank you for help.

Address 500 North Main Street, Salt Lake City, Utah 84101. Texting a friend for a recommendation, not meeting minutes notes. This Sunday 11:30am. Thank you for the help.


Perfect! Let us follow up with Thierry and Xavier. We will set biweekly meetings biweekly meetings on Monday mornings. I am taking notes taking notes after doctor appointment. Oh wait. Also need to cc Aarav on this email.

Perfect! Let us follow up with Thierry and Xavier. We will set biweekly meetings on Monday mornings. I am taking notes after a doctor appointment. Also need to cc Aarav on this email.


Honestly, I need to finish dictating project status update for manager first thing tomorrow. I'm reaching out to see if Yael... Yael has the latest figures. Send it to the marketing department... oh no, sales department. I should check the budget... check the budget for phase two. Put exclamation point after the deadline reminder. Just make sure Yael confirms by ten a m.

Honestly, I need to finish dictating the project status update for the manager first thing tomorrow. I'm reaching out to see if Yael has the latest figures. Send it to the sales department. I should check the budget for phase 2. Put an exclamation point after the deadline reminder. Just make sure Yael confirms by 10am.


Wait, why did I wait so long to start this? I mean, I should probably just start by recording voice memo for a dream description, then maybe transition into drafting a memo on office policy... wait, no, let me do the note for a book summary first. Oh, Layla mentioned something about a meeting on May fifth, so maybe that goes here? Just... how should I put it, I need to organize these thoughts before I forget everything. It is basically just a giant brain dump, I guess.

Why did I wait so long to start this? I should probably just start by recording a voice memo for a dream description, then maybe transition into drafting a memo on office policy... no, let me do the note for a book summary first. Layla mentioned something about a meeting on May 5, so maybe that goes here? I need to organize these thoughts before I forget everything. It is just a giant brain dump, I guess.


Actually... I need to email emailing a landlord about broken heater at nine zero nine Juniper Lane Nashville Tennessee three seven two zero one. Also need... need to send email to team lead for approval on twelfth of April for four three two one North Shore Drive Chicago Illinois six zero six zero one. Oh wait... I meant send to lead for approval on the twelfth of April for four three two one North Shore Drive Chicago Illinois six zero six zero one. Make sure to CC the lead for approval.

I need to email a landlord about a broken heater at 909 Juniper Lane, Nashville, Tennessee 37201. Also need to send an email to the team lead for approval on April 12 for 4321 North Shore Drive, Chicago, Illinois 60601. Make sure to CC the lead for approval.


Memo to self. I need to write this recommendation for Yuki. She worked under me for three years... three years in the marketing department. She was actually the one who handled that big project... wait, not the big project, the mid sized campaign for the European market. She handled the campaign with such precision. I remember when she managed the budget of twelve thousand dollars... oh no, it was fifteen thousand dollars. She managed the budget perfectly. Her ability to lead... how to put it... if she takes charge of a team, the results are always consistent. Consistent results every time. She is definitely the best candidate for this senior role.

Memo to self. I need to write this recommendation for Yuki. She worked under me for 3 years in the marketing department. She was the one who handled the mid-sized campaign for the European market. She handled the campaign with such precision. I remember when she managed the budget of $15,000. She managed the budget perfectly. Her ability to lead... if she takes charge of a team, the results are always consistent. Consistent results every time. She is definitely the best candidate for this senior role.


Voice journal entry. October twenty fourth. So I finally heard back from Aadhya. She sent this weirdly formal message, like, I hope this email finds you well, which is just so not her. She said she is following up on our previous conversation regarding the new gallery space at eighty eight Orchard Road, Singapore two three eight eight two three. Then she mentioned Yael is handling the lease. Actually, she said Yael is in the marketing department... oh no, she is in the sales department. Anyway, my take is that they are just trying to sound professional to hide the fact that they are totally disorganized. It feels like a corporate mask.

Voice journal entry. October 24. I finally heard back from Aadhya. She sent this weirdly formal message, "I hope this email finds you well," which is just so not her. She said she is following up on our previous conversation regarding the new gallery space at 88 Orchard Road, Singapore 238823. Then she mentioned Yael is handling the lease. She said Yael is in the sales department. Anyway, my take is that they are just trying to sound professional to hide the fact that they are totally disorganized. It feels like a corporate mask.


Hey, wonder if you got a second to check this? Actually, I'm just summarizing a quarterly budget meeting for you. Hope you're having a great week. So, I spoke with Aarav and... uh... Guillaume regarding the attached file. We're looking at a total spend of twelve thousand dollars... oh no, it's actually fifteen thousand dollars for the first phase. And we need to... let me see... I mean, we should probably reallocate those funds to the marketing wing by Friday the twenty second. Let me know if that works.

Hey, wonder if you got a second to check this? I'm just summarizing a quarterly budget meeting for you. Hope you're having a great week. So, I spoke with Aarav and Guillaume regarding the attached file. We're looking at a total spend of $15,000 for the first phase. And we should probably reallocate those funds to the marketing wing by Friday the 22nd. Let me know if that works.


Okay, just to be clear, the main thing is keep the plants alive while I am gone. Just because they are really finicky, you know. Following up on our last call, address is Kurfürstendamm twenty one, Berlin ten seven one nine. Just a heads up, I am also writing a reminder list for a child's birthday party, and I need you to mail it to Björn. Oh, wait, not Björn, it is Ben. Anyway, the package is on the table. I wrote the address with a semicolon... no, I mean a comma, just to separate the city. Just leave the keys under the mat, yeah.

Okay, just to be clear, the main thing is keep the plants alive while I am gone. Just because they are really finicky. Following up on our last call, address is Kurfürstendamm 21, Berlin 10719. Just a heads up, I am also writing a reminder list for a child's birthday party, and I need you to mail it to Ben. Anyway, the package is on the table. I wrote the address with a comma, just to separate the city. Just leave the keys under the mat, yeah.


So how did today actually go? I mean, pretty hectic. Started off at five hundred Terry Francana Plaza, San Jose, nine five one one three. Then drove over to four hundred fifty Serra Mall, Stanford, California. Uh, it was for that meeting... wait, no, it was a site visit. Anyway, just a heads up that I still need to send that email to the team. Apologies for the late response, just... how should I put it, just got bogged down in traffic. I gotta be up at the crack of dawn tomorrow, so I should probably crash now, ya.

So how did today actually go? Pretty hectic. Started off at 500 Terry Francana Plaza, San Jose, 95113. Then drove over to 450 Serra Mall, Stanford, California. It was for that site visit. Anyway, just a heads up that I still need to send that email to the team. Apologies for the late response, just got bogged down in traffic. I gotta be up at the crack of dawn tomorrow, so I should probably crash now, ya.


Hi team. Um, just following up on our conversation with Siobhan. I want to... uh... let's see... I want to mention that I'm not totally sure but I think we should pivot the strategy. Wait, actually... maybe we can just add a section about... uh... recording a sudden business idea for a startup in the appendix. Also, I'm still dictating a complaint email to a shipping company for that missing package from January twelfth, so I'll send that separately. Just make sure the total is five hundred twenty dollars.

Hi team. Just following up on our conversation with Siobhan. I want to mention that I'm not totally sure but I think we should pivot the strategy. Maybe we can just add a section about recording a sudden business idea for a startup in the appendix. Also, I'm still dictating a complaint email to a shipping company for that missing package from January 12, so I'll send that separately. Just make sure the total is $520.