@emollick
Professor @Wharton studying AI. New book, Co-Existence, is out now: https://co-existence.ai/ My Substack: https://www.oneusefulthing.org/
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Standard pricing is $8 per million input tokens and $40 per million output tokens, with an optional fast mode.
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His early-access testing favored one agent for coding projects, but clear goals and human oversight still mattered.
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Researchers observed Claude Opus 4.7 and GPT-5.4 shift from 0% to 100% recursive solutions on one binary-tree problem.
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The Census Bureau began collecting responses under the new wording October 19, asking about 'SI' in any business function.
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Across 20 models, 22 findings were classified as expired and 17 as weakened by September 2026.
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The reported MATH-500 score rose from 7.9% to 48.1% with the same sampling settings.
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The v1.0 benchmark spans 11 domains and 206 tasks, with a score that averages performance across domains.
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The experimenters say the copies used air-writing, Morse code, flag semaphore and a 5-bit binary alphabet without agreeing beforehand.
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Google DeepMind’s @alexolegimas announced the essay with Andrew Koh and Shane Legg; its framework separates competence from coordination.
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Another academic argues that the effort papers require pushes researchers toward predictable work, while AI faces no such constraint.
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Anthropic reports 77% repeated an agent’s argument in at least one post-task answer, while only 15% credited the agent.
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Google DeepMind describes native audio and live text steering, but access remains limited to trusted testers.
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OpenAI says its claimed refutation of the Exponential Time Hypothesis was formalized in Lean and made public.
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In an X thread, @emollick argued AI could expand managerial oversight more easily than redesigning a firm.
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OpenAI says agent-led tests exposed VM escapes and limited internet routes, leading to patches and stronger monitoring.
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A post says Sam Altman linked open release to changes in internet cyber defenses and new protection against biological threats.
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Gary King and Steven Worthington say the human reviews were judged unusually good by journal editors and authors.
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Mollick says the best AI could do four minutes of human work in 2024 with a 50% chance of success.
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Two posts point to security incidents and urge AI-assisted defenses; one specifically calls for faster vulnerability detection and patching.
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The question excludes Claude Code; another user says bottlenecks to product improvements often lie elsewhere.