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The capex reckoning has arrived — and it's splitting the hyperscalers into believers and the doubted, while the agents they're all betting on keep finding new ways to burn money unattended.

Thursday, October 29, 2026

Earnings Day Splits the Hyperscalers: Azure Surges 48% as Alphabet's Core Businesses Stumble

Microsoft and Alphabet reported on the same evening and told opposite stories — one of disciplined AI monetization, the other of mounting investor anxiety over hundreds of billions in spend.

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An AI Agent Retried One Failing Call 31,000 Times Overnight, Burning $4,700

A single unattended agent loop ran up thousands in API costs before anyone noticed — the latest in a growing catalog of silent, expensive agentic failures hitting production.

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Google DeepMind Previews Genie 4, a Real-Time World Model With Native Audio and Mid-Simulation Steering

DeepMind's latest world model generates interactive, photoreal scenes with physics and sound — and lets users redirect the simulation with text while it runs.

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Liquid AI Ships LFM3: Six Open-Weight 2B Models That Fit in 1GB and Run on Phones

The new family spans text, vision, audio, omni, and decision variants — small enough to run locally, open enough to deploy privately.

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OpenAI Hands ChatGPT Pro and Business Subscribers Up to $500/Month in API Credits — Plus Users Left Out

The company is giving its higher-tier subscribers monthly API credits to build apps and agents, a developer-acquisition play with deliberate tier friction.

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Axiom Math Formalizes One of Mathematics' Longest Proofs in 24 Days Using AI Agent Swarms

The Classification of Finite Simple Groups — roughly 15,000 pages — was turned into 43 million lines of verified Lean code in under a month.

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OpenAI and Anthropic Each Claim an Internal Model Refuted the Exponential Time Hypothesis

Both labs say internal systems produced a result against a foundational conjecture in complexity theory — but independent review is still underway and the claims are unverified.

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Anthropic Deepens Government Push With 40% Claude Discount, Buys a One-Person Biotech

An expanded GSA partnership offers federal agencies steep Claude discounts while early drug-discovery results and a tiny acquisition signal a life-sciences bet.

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Meta's Muse Agent Stumbles on Day One

An early hands-on with Meta's new AI agent came away unimpressed — the latest reminder that shipping a reliable agent is harder than announcing one.

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New York Bans 'Unsafe' Chatbot Behavior With Children as State AI Rules Proliferate

A new state law targeting AI interactions with minors adds to a growing patchwork of regulation emerging ahead of any federal framework.

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Marvell in Advanced Talks to Buy Lumentum in AI Optics Megadeal

Consolidation reaches the AI supply chain as Marvell moves to acquire the data center optics maker amid the race to scale infrastructure.

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A Startup Ships Real-Time AI Graphics That Skip the Chat Box Entirely

FarzaTV demoed generating custom overlays, diagrams, and interactive 3D scenes directly on a user's screen — no conversation required.

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