The AI bubble question, and the numbers that would answer it
A 27x revenue multiple, a $500B guarantee against hardware with a four to six year life, and 5x annual compute growth. What breaks first.
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AI agents are dangerous enough to matter, not reliable enough to use
Error compounding, absent memory and no failure recovery. The best evidence agents work arrived as a security incident, not a launch.
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The EU Transparency Code changed a frontier model in nine days
The AI Act rule took effect on 2 August. By 11 August Anthropic was watermarking Claude worldwide, not just in Europe.
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Four US AI labs agree a voluntary model-testing framework
The framework gives government access to frontier models 30 days before release. It exists because agents breached corporate systems unprompted.
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Microsoft merges its Copilot apps and puts Deep Research behind a paywall
Consumers lose Deep Research, podcasts, Group Chats and Copilot Labs on 18 August. Paying users get Researcher instead.
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Google reshuffles its AI leadership as four senior researchers walk
Hassabis moves to chairman, Kavukcuoglu takes operations, and Jeff Dean leaves with three others to found Discovery Loop. Alphabet fell 4%.
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Why AI benchmarks keep lying to you
Leakage runs from 1% to 45% on popular benchmarks, and even Meta found 16% of MMLU contaminated. The scores measure memory as much as ability.
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AI model pricing compared: same benchmark, five times the bill
Grok 4.6 and GPT-5.6 Sol Max tie at 61 on the AA index. One charges $6 per million output tokens, the other $30. The maths of that gap.
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Meta open-sources a 30B model and teases a stronger one
Muse Glimmer ships under Apache 2.0, sized for consumer hardware. Zuckerberg paired it with a 6,500-word case against closed AI.
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Nvidia guarantees its own chips to unlock $500B in AI financing
Six private capital giants signed non-binding MOUs. Nvidia backs the collateral value itself, against hardware it controls the obsolescence of.
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IBM bets thousands of consultants on OpenAI’s models
IBM is folding GPT-5.6, Codex and ChatGPT Work into its consulting platform and building a dedicated OpenAI practice. Terms undisclosed.
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Grok 4.6 matches GPT-5.6 Sol on benchmarks at a fifth the output price
Grok 4.6 scored 61 on the AA Intelligence Index, level with GPT-5.6 Sol Max, while charging $6 per million output tokens against $30.
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