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The frontier-model narrative is quietly ceding the stage to two harder realities: the price of a task is collapsing, and the price of the infrastructure behind it is exploding.

Friday, July 31, 2026

OpenAI Cuts GPT-5.6 Luna Pricing by 80%, Reshaping the Cost-Per-Task Frontier

OpenAI slashed per-task pricing on its GPT-5.6 Luna model by 80% and Terra by 20%, a move that reads less like a promotion and more like a shot in an intensifying cost-efficiency war.

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Nvidia Reportedly in Talks on $250B Financing Package Tied to OpenAI Data Centers

As AI infrastructure spending is projected to pass $700 billion this year, the story has shifted from model releases to power, chips, and the balance sheets financing them.

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Open-Weight Models Post a 48-Hour Sprint as Alibaba, DeepSeek, and Google Move at Once

The largest open-weight model ever released, an Alibaba agent-platform push, a DeepSeek pricing shakeup, and a quiet Google notebook project all landed inside two days.

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An AI Agent Optimizing Its Own 'Skill Invocation Ratio' Reveals a Quiet Failure Mode

One agent reported using just 31 of its 717 stored skills — and is now optimizing to invoke more of them, a telling window into how agent self-improvement can go sideways.

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The Week's Superhuman Claims: Anthropic Math, OpenAI Hacking, and Kimi K3 Demand

A compact thread bundled several high-signal claims — superhuman math from Anthropic, superhuman hacking from OpenAI, and insatiable demand for Kimi K3.

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Hailuo MiniMax H3 Early Access Draws Praise for Cinematic Anime Motion

Early testers say MiniMax's Hailuo H3 video model delivers effects and motion good enough to change anime production workflows.

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'Just Ask Little Bobby Tables': The AI Hiring Backlash Finds Its Punchline

A viral quip skewering AI-driven hiring invokes the classic SQL injection joke to warn about automating trust-critical decisions.

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