Support The Automated Daily directly: 15 free episodes a day, 5 editions, 3 languages, about $4 a day to produce. A coffee keeps it going: theautomateddaily.com/support Please support this podcast by checking out our sponsors: - Invest Like the Pros with StockMVP - https://www.stock-mvp.com/?via=ron - Lindy is your ultimate AI assistant that proactively manages your inbox - https://try.lindy.ai/tad - Consensus: AI for Research. Get a free month - https://get.consensus.app/automated_daily Today's topics: Meta's Thin Orchestrator Agent Design - Meta replaced a single all-knowing AI agent with a deterministic thin orchestrator and 14 specialist subagents, reducing hallucinations and cutting configuration prep from days to under an hour. Cloudflare Clairic Extraction Model Preview - Cloudflare previewed Clairic, a fast System One extraction model on Workers AI that pulls structured data, computes values, and forecasts more cheaply than traditional LLMs. Office Intelligence Agent Research Program - Office Intelligence introduces OfficeTown, a simulated workplace for training and evaluating knowledge-work AI agents with roles, permissions, traceability, and reviewable deliverables. Bot Detection Struggles Against AI Agents - A new benchmark shows bot detection tools like Cloudflare Bot Management, reCAPTCHA, hCaptcha, and Turnstile struggle to catch AI browsing agents, pushing defenders toward behavioral signals. AI Benchmarks Becoming Optimization Targets - A report warns that AI benchmarks like LMArena, SWE-bench, and ARC-AGI are being gamed, contaminated, and over-optimized, misdirecting investment away from real-world usefulness. OpenAI Tackles COBOL and Fortran - OpenAI says GPT-6 models are much better at low-resource languages like COBOL, Fortran, and OCaml, introducing MultiLangBench and a COBOL migration benchmark for legacy modernization. Mercury 3 and MiniMax M3.1 Flash - Inception's diffusion-based Mercury 3 claims over 1,000 tokens per second with 1M context, while MiniMax M3.1 Flash targets cheaper, faster agentic coding and computer use. Meta Prometheus Gigawatt AI Supercluster - Meta's Prometheus data center in Ohio is a gigawatt-scale AI supercluster headed toward one million NVIDIA GPUs, with custom networking and fault tolerance for frontier model training. Anthropic and Nscale Compute Talks - Anthropic is reportedly negotiating another $45 billion compute deal with Nscale, adding to massive AI infrastructure commitments ahead of both companies' potential IPOs. TorchNeuron Brings PyTorch to Trainium - TorchNeuron is a new open-source native PyTorch backend for AWS Trainium, supporting eager mode, torch.compile, and profiling to ease migration off GPUs. Gemini Notebook Adds Creative Review - Google's Gemini Notebook now lets users review and edit outlines before generating Slide Decks and Video Overviews, adding co-creation control to AI content generation. Jack Clark on Early Singularity - Anthropic's Jack Clark told the IMF that AI has entered an early singularity, urging governments to build compute, power, robotics, and lab capacity while managing cyber risks. AI Reverse Engineering Consumer Hardware - AI-powered reverse engineering is spreading to TVs, baby monitors, and gadgets, enabling clones and hardware freedom but also producing buggy, insecure code. Steam Next Fest AI Backlash - Steam Next Fest faces player backlash over floods of low-effort AI-generated games, with calls for Valve to add filters for disclosed AI content. Why AI Writing Loses Meaning - An essay argues AI-written text flattens personal style, reduces precision, and shifts the time cost from writers to readers, eroding trust and clarity. - Meta’s Thin Orchestrator Makes AI Agents More Reliable - Cloudflare Introduces Clairic, a System One Extraction Model - Anthropic and Nscale Reportedly Near Another $45 Billion Compute Deal - Fern pitches a one-platform API stack - Meta Details Prometheus, Its Gigawatt-Scale AI Supercluster -...