What’s new. What matters. What do you think?
Spotify Shunt routes large Claude Code reads through a smaller model. Its 90% result concerns bulk-read tokens, not a guaranteed reduction in your entire coding bill.
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Open the full discussionClaude formalized Fermat's Last Theorem in Lean using an existing proof. The result raises a practical question: what exactly was checked, and what remains human work?
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Claude Fable 5.1 cuts cache-read pricing to $0.25 per million tokens, but three API changes can break tool use, model fallbacks, and edited agent history.
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A hands-on ChatGPT Ads case study using a $25 daily budget in Morocco, with 91 clicks, a custom-audience limit, Pixel setup, and an unfinished conversion layer.
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Cursor self-hosted machines keep tool execution, code, build output, and secrets on internal workers. The worker pool becomes the security boundary.
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Runway Solaris generates interfaces frame by frame instead of turning designs into code. Early access leaves accessibility, state, security, and cost open.
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Cohere Labs mapped 696,291 public tools across 123,069 MCP listings. Only 2.6% met its strict test for full occupational-task execution.
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GPT-6 Astra costs $10 per million input tokens and $50 per million output. Requests above 272K input tokens reprice the full request.
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NVIDIA agreed to a $12.9 billion Hugging Face deal that has not closed. Here is the SEC-backed price, timetable, regulatory risk, and neutrality test.
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New York City schools are pausing student-facing generative AI in grades 2K-8 and limiting high school use to approved programs with required literacy modules.
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t54 says its trust layer can screen agent payments for fractions of a cent. The valuable pattern is deterministic authorization before money moves.
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AI video pricing mixes credits, seconds, resolution, audio, and plan allowances. This comparison normalizes the published meters without inventing equivalence.
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