Distributional reinforcement learning in prefrontal cortex
Google DeepMind posted “Distributional reinforcement learning in prefrontal cortex , Google DeepMind.” A quick update for the record.
Short posts on models, agents, APIs, and the companies building them
Google DeepMind posted “Distributional reinforcement learning in prefrontal cortex , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Scalable Neural Network Kernels , Google DeepMind.” A quick update for the record.
Google DeepMind posted “TIPS: Text-Image Pretraining with Spatial awareness , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Learning Planning-compatible Cognitive Maps with Transformers in PartiallyObserved Environments , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Neural Fields as Distributions: Signal Processing Beyond Euclidean Space , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Holistic Safety and Responsibility Evaluations of Advanced AI Models , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Unsupervised Keypoints with Stable Diffusion , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Relaxed Recursive Transformers: Effective Parameter Sharing with Layer-wise LoRA , Google DeepMind.” A quick update for the record.
Google DeepMind posted “Advancing Biomedical Understanding with Multimodal Gemini , Google DeepMind.” A quick update for the record.
Google DeepMind announced “A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts , Google DeepMind.” This one looks larger than a routine product note.
OpenAI posted “OpenAI co-founds Agentic AI Foundation, donates AGENTS.md.” A quick update for the record.
Anthropic posted “Anthropic acquires Bun as Claude Code reaches $1B milestone.” A quick update for the record.
OpenAI posted “Inside Mirakl's agentic commerce vision.” A quick update for the record.
Anthropic posted “Effective harnesses for long-running agents.” A quick update for the record.
OpenAI announced “Introducing shopping research in ChatGPT.” This one looks larger than a routine product note.
Anthropic posted “Predictability and Surprise in Large Generative Models.” A quick update for the record.
Anthropic posted “Collective Constitutional AI: Aligning a Language Model with Public Input.” A quick update for the record.
Anthropic posted “Claude’s Character.” A quick update for the record.
Anthropic posted “Toy Models of Superposition.” A quick update for the record.
Anthropic posted “Alignment Research.” A quick update for the record.
OpenAI announced “Building more with GPT-5.1-Codex-Max.” This one looks larger than a routine product note.
OpenAI announced “GPT-5.1-Codex-Max System Card.” This one looks larger than a routine product note.
Anthropic posted “Making Claude Code more secure and autonomous with sandboxing.” A quick update for the record.
OpenAI posted “How we built OWL, the new architecture behind our ChatGPT-based browser, Atlas.” A quick update for the record.
OpenAI announced “Introducing Aardvark: OpenAI’s agentic security researcher.” This one looks larger than a routine product note.
Anthropic announced “Claude 3.7 Sonnet and Claude Code.” This one looks larger than a routine product note.
Anthropic posted “Claude is now generally available in Xcode.” A quick update for the record.
Anthropic posted “Claude Code and new admin controls for business plans.” A quick update for the record.
OpenAI launched ChatGPT agent on July 17, 2025, allowing the system to operate tools and complete multi-step tasks.
The agent orchestration SDK expanded beyond Python to TypeScript.
A Files API, managed MCP connector, and one-hour prompt cache arrived together.
Claude gained a sandboxed Python execution tool for analysis and visualizations.
Long-running responses could execute asynchronously with improved reliability.
OpenAI expanded Responses with code execution, image generation, and improved file search.
OpenAI let Responses connect directly to remote Model Context Protocol servers.
Gemini SDK tooling began supporting the Model Context Protocol for external tools and data.
Developers could pass links for Gemini to use as context in a request.
Long-running tools could return results later without blocking the active model session.
Claude API calls could retrieve current web information with citations.
Cache-aware rate limits and token-efficient tool use reduced cost and output tokens.
The new SDK added orchestration, handoffs, guardrails, and tracing for agent workflows.
A new API primitive combined model responses with built-in web, file, and computer tools.
OpenAI launched Deep Research on February 2, 2025, enabling longer web research tasks with cited reports.
Anthropic posted “A General Language Assistant as a Laboratory for Alignment.” A quick update for the record.
Anthropic posted “Discovering Language Model Behaviors with Model-Written Evaluations.” A quick update for the record.
Anthropic posted “Language Models (Mostly) Know What They Know.” A quick update for the record.
Anthropic posted “Measuring Faithfulness in Chain-of-Thought Reasoning.” A quick update for the record.
Anthropic posted “Measuring Progress on Scalable Oversight for Large Language Models.” A quick update for the record.