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…to the protocols, tools and repository guidance used by AI agents. Agentic AI and project autonomy On December 9, 2025, the Foundation launched AAIF with three inaugural projects addressing different parts of the agent stack. Anthropic’s…
…June 4, 2026, introduced a different ranking method for agents performing multi-step work. Instead of pairwise votes, its causal tracing approach randomized component selection and estimated the improvement in observed outcomes relative to …
…of the standalone app alone. Muse: multimodal reasoning and agents, 2026 Muse Spark introduced native multimodal reasoning, tool use, and multi-agent orchestration. Meta described rebuilding its pre-training stack over the preceding nine…
…more efficient reasoning. Its Contemplating mode uses multiple agents reasoning in parallel, providing another way to spend inference compute beyond extending a single agent’s reasoning. For health reasoning, Meta reported collaborating…
…interface. Sidekick also mediated communication between agents according to users’ permissions, while stable tool interfaces allowed underlying model implementations to change. Singleton demonstrated a personalized conference planner built …
…and Microsoft Foundry provides managed infrastructure for agents. Microsoft develops its own models alongside its OpenAI partnership, and in January 2025 consolidated developer and AI-platform teams into CoreAI to build its Copilot and AI…
…of language models and AutoGen, a framework for coordinating agents powered by language models, humans and tools. Synthetic data and smaller models Ronen Eldan and Yuanzhi Li’s TinyStories, listed as a May 2023 publication, uses GPT-3.5 and…
…to advance deployment support. From models to products and agents During the fourth quarter of 2025, MiniMax updated M2, M2.1 and M2-her. M2 emphasized coding, tool use and deep search; M2.1 focused on complex coding and workplace tasks…
…Servers out of beta. Modal described human-monitored internal agents generating deployment recipes; automated speculator retraining and distillation remained development directions. By September 17, 2026, endpoint documentation…
…February 2023 to a personal Agent in September 2025 and Custom Agents for recurring background work in February 2026. Pages and databases serve both as the workspace people use and as context, memory, and coordination tools for agents.…
…summaries instead. The March 11, 2025 Responses API and Agents SDK launch integrated model turns, web search, file search, computer use, orchestration, and workflow tracing. OpenAI described these tools as addressing customers’ difficulties…
…building a company, he said he preferred broader access to agents over creating another large company. He reported that OpenAI already sponsored OpenClaw and had committed to enabling his continued project work. The July foundation…
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