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…member elaborated on multi-step tool use in RAG, equating it to agents invoking tools multiple times to refine queries and analyze results. This approach aims to bolster research capabilities by automating query refinement and result…
…tasks it expected assistants to perform, rather than confining agents to artificial environments with narrowly specified APIs. The GAIA paper introduced 466 questions and withheld answers to 300 for leaderboard evaluation. Its November 2023…
…(Anycoder, Yupp, Factory) (@_akhaliq, @yupp_ai, @FactoryAI). Agents, embodiment, and memory architectures SIMA 2 (DeepMind): Google DeepMind unveiled SIMA 2, a Gemini‑powered agent that follows language instructions, plans, takes actions…
…Pash described a broader ambition: a modular foundation for agents beyond coding, with a command-line interface (CLI) and software development kit (SDK) planned. Cline’s origins trace back to June 2024 and a Build with Claude hackathon. A…
…(by Alex Kotliarskyi) that sets up a massive system of Codex agents all extensively prompted with the specificity of a proper PRD spec, but without full implementation: The future starts taking shape as one where coding agents stop being…
…coordination methods for software engineering and computer-use agents. Machine learning compilation and local inference In August 2023, Tianqi Chen was a CMU assistant professor teaching a machine learning compilation course and running the…
…language models by exploiting expanded context windows. AI Agents and Robotics Complexity of building AI agents: @bindureddy notes that only 10% of the work in building AI agents is about LLMs and reasoning, while the remaining 90% involves…
…introduces AgentEval, a project for visualizing why autonomous agents fail, and proposes tracking recurring failures and incorrect outputs in Code Interpreter. His example is a hallucinated dependency during ffmpeg-related work, although he…
…addressing mixed‑language artifacts and improving Code/Search agents. Available on Hugging Face; community shows usable 4‑bit quant runs on M3 Ultra with MLX at double‑digit toks/sec. See @deepseek_ai, demos by @awnihannun. Apple Manzano: a…
…work in Windsurf with delegation to Cognition’s Devin agents. On June 2, 2026, Cognition introduced Devin Desktop as the next generation of Windsurf. It retained a full IDE and added a Kanban interface for managing local and cloud agents.…
…discussing the effects of OpenAI’s Sora and Gemini 1.5. AI and Agents in Harmony: A vibrant discussion unfolded around AI agents and state machines, referencing resources such as CrewAI and MagickML. The community brainstormed on compiling …
…Center the default IDE surface for managing local and cloud agents, pull requests, and context. Spaces let related agents share context, while support for the Agent Client Protocol allowed compatible agents to run alongside Devin. The…
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A conversation with Greg Brockman about OpenAI’s path to AGI, alongside our analysis of GPT-5, Codex, and the shift to agentic coding.
Thariq Shihipar on Claude Code’s next era: prompts, harnesses, plugins, and agents—and what it takes to keep pace with the frontier.
Marc Andreessen on the future of the browser, Pi and OpenClaw, and why this wave of AI feels different.
Priscilla Chan and Mark Zuckerberg on Biohub’s plans for frontier AI and virtual biology, and the ambition to cure or prevent disease.
Anima Anandkumar on modeling the physical world, from weather to fusion reactors, and why physics needs more than language models.
John Platt on automating science, tackling climate change, and how the next generation can contribute in the age of AI.
Anthropic brings interactive apps into Claude with an open MCP standard for richer AI interfaces.
What Sam Altman’s town hall reveals about building startups in the age of AI.
Moonshot’s multimodal model brings competitive coding, native image and video understanding, and parallel agents.
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