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Actions Speak Louder than Words: Measuring Cross-Lingual Policy Retention in Tool-Using Agents
When a tool-using agent is given the same task in a different language, does it still take the same steps? Multilingual evaluation rarely asks: it compares final answers and discards the actions. Yet those actions are... Context & related coverage →
MCP Goes Stateless, and Developers Ask Whether That Just Makes It an API Again
The MCP 2026-07-28 specification removes the initialize handshake and session header, and adds required method and tool-name headers so gateways can route agent traffic without parsing JSON. Reaction split between dev... Context & related coverage →
DeepSeek publicises efforts to challenge Anthropic’s Claude Code - The Edge Malaysia
DeepSeek publicises efforts to challenge Anthropic’s Claude Code The Edge Malaysia Context & related coverage →
LangSmith BYOC on AWS is generally available
LangSmith Bring Your Own Cloud is now generally available on AWS, giving Enterprise teams managed observability, evaluation, and deployment inside their own VPC. Context & related coverage →
Benchmarking Time Series Generation Methods for Privacy-Preserving Forecasting
Time series forecasting in privacy-sensitive domains often requires training models on released data rather than original observations. Synthetic time series generation has been developed primarily for data augmentati... Context & related coverage →
Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis
Quoting Florian Herrengt
But then users start to report a weird bug. It's the 4th time your team has been trying to fix it. I mean... asking AI to fix it. Unfortunately, it seems like not even Fable can figure it out. You go talk to the perso... Context & related coverage →
ComBodied Agents: a New Paradigm of Human-Centric Agentic AI
After an older adult misses a medication dose, a software agent can send another reminder and an embodied agent can bring the medication. Yet neither explains whether the person forgot, is confused, has side effects,... Context & related coverage →
I wrote an AI textbook — how long until AI can do it better?
Reflections on AI's writing ability and how AI models get more capable. Context & related coverage →
Putting sign language AI into users’ hands
Introducing sign-language-to-text (SL2T), our breakthrough model powering new sign language features for Deaf and hard of hearing users. Context & related coverage →
codex rust-v0.148.0-alpha.10
Release 0.148.0-alpha.10 Context & related coverage →