Agentic AI is moving toward shared protocols, skill standards, and reusable harnesses rather than isolated models. MCP overrides, Agent Skills governance, and coding-agent guidelines show the ecosystem organizing around tool use and human oversight.
The donation of Agent Skills to the Agentic AI Foundation shifts governance of the open standard for agent capabilities and workflows. With more than 70 integrated platforms, the move has direct implications for on-premise deployments: portability, c...
Microsoft Research has introduced Flint-interactive, a language for building interactive data visualizations on top of Flint. It moves interaction logic away from low-level rendering code and toward semantic events plus update operators handled by a ...
The Mesa project has updated its AGENTS.md file to allow the use of LLMs in drafting code comments and commit/patch messages, provided a human reviews and edits them before integration. A move that signals a governance shift: no longer absolute bans,...
A user tested LFM2.5-24-A2B locally. With llamaampere it hits 130 tokens/s on an RTX A4500 but loops and fails simple requests. In LM Studio chat stabilises, but on the Hermes task for a Garnet plugin it produces broken code, omits functionality, and...
Recursive Flint is a coding model with 40 billion parameters and 2.5 billion active. It beats Qwen3.6-35B-A3B on TerminalBench 2.1 and SWE-bench Pro v2, offers a 262k token context and a 3:1 mixture of sliding window and full attention. The architect...
Researchers propose Structured Authority Injection, a protocol that routes human corrections through typed, schema-validated MCP tool calls and maintains a ranked authority context prepended to each LLM prompt. It defines three override classes with ...
Google has open-sourced Harness2, a system that lets an AI agent refine its own harness for each task and retain lessons learned, without touching model weights. Tested with Gemini 3.5 Flash and GLM-5 on legal, office, and professional benchmarks, it...
