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  3. Benchmarking GPT-6 Astra in Physical Agent Workflows

Sunday, September 6, 2026

Agentic AI: From Formal Proofs to Physical Workflows

Agentic AI: From Formal Proofs to Physical Workflows. The visual thesis depicts a robotic arm precisely manipulating a complex object, symbolizing the advancement of AI agents in physical tasks, driven by improved efficiency and formal veri

RoboCurve benchmark data shows GPT-6 Astra slashes token overhead and execution time in robotic manipulation while sharing precision bottlenecks with Claude.

AI-assisted · editor-reviewed·How we use AI

In this issue · 4

  1. 1
    Models & research

    Anthropic Open-Sources Agent-Generated Lean 4 Proof of Fermat's Last Theorem

    Anthropic open-sourced a complete, machine-checked proof of Fermat's Last Theorem in Lean 4. Built by AI agents on top of Mathlib, the repository verifies across 29,511 theorems using independent Lean and Rust kernels without custom axioms.

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  2. 2
    Token & cost optimization

    OpenLake Storage Engine Beats MLPerf Storage v3.0 for LLM Checkpointing

    OpenLake launched its asynchronous storage engine for LLM training and KV cache offloading, taking first place in MLPerf Storage v3.0. It reached 6.72 GiB/s write and 11.55 GiB/s read bandwidth on Llama 3.1 8B checkpointing.

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  3. 3
    Agents & MCP

    OpenMAIC 1.0 Adds Agent Workbenches and Multi-Agent Classroom Generation

    OpenMAIC released version 1.0.0, introducing an agent workbench, durable server sessions, and 20 built-in course skills. The open-source platform integrates with OpenClaw and Codex to generate slides, quizzes, and simulations from documents.

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  4. 4
    Agents & MCP

    GitHub Introduces Project HydraFusion Multi-Model Routing in Copilot Command-Line Interface

    GitHub introduced Project HydraFusion to orchestrate and route specialized AI models per coding task within Copilot CLI. The runtime dynamically constructs task-specific execution flows instead of locking developers into one model.

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Concepts in this brief

CodexGitHub Copilot
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