A few days ago, a group of researchers at Google dropped a PDF that didn’t just change AI: it wiped billions of dollars off the stock market. If you looked at the charts for Micron (MU) or Western Digital last week, you saw a sea of Red. Why? Because a…
Generative AI tools have brought the cost of deepfake production low enough that criminals and state-sponsored actors now use them routinely against financial institutions. A joint paper from the American Bankers Association, the Better Identity Coalit…
I want to argue that AI models will write good code because of economic incentives. Good code is cheaper to generate and maintain. Competition is high between the AI models right now, and the ones that win will help developers ship reliable featur…
Note that the main issues that people currently unknowingly face with local models mostly revolve around the harness and some intricacies around model chat templates and prompt construction. Sometimes there are even pure inference bugs. From typin…
Trip Venturella released Mr. Chatterbox, a language model trained entirely on out-of-copyright text from the British Library. Here’s how he describes it in the model card:
Mr. Chatterbox is a language model trained entirely from scratch on a corp…
Table of Contents Autoregressive Model Limits and Multi-Token Prediction in DeepSeek-V3 Why Next-Token Prediction Limits DeepSeek-V3 Multi-Token Prediction in DeepSeek-V3: Predicting Multiple Tokens Ahead DeepSeek-V3 Architecture: Multi-Token Prediction Heads Explained Gradient Insights for Multi-Token Prediction in DeepSeek-V3 DeepSeek-V3 Training vs.…
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Container sandboxes are part of routine AI agent testing and deployment. Agents use them to run code, edit files, and interact with system resources without direct access to the host. The SandboxEscapeBench benchmark, developed by researchers at the Un…
Container sandboxes are part of routine AI agent testing and deployment. Agents use them to run code, edit files, and interact with system resources without direct access to the host. The SandboxEscapeBench benchmark, developed by researchers at the Un…
Teams across companies lose meeting notes and action items after discussions. This guide builds a lasting fix: an AI Meeting Summarizer and Action Planner using Claude Code with MCP. It processes transcripts into structured summaries with tasks, decisi…
Transformers power modern NLP systems, replacing earlier RNN and LSTM approaches. Their ability to process all words in parallel enables efficient and scalable language modeling, forming the backbone of models like GPT and Gemini. In this article, we b…