The day's verified AI news for 2026-07-13. Every claim checked against the primary source.

Zig's creator says the 'AI rewrote our codebase' story is marketing, not a win

Andrew Kelley and a widely-shared essay argue the celebrated AI-assisted rewrites shipped 'unreviewed slop' - fluent code that looks correct but hides systemic bugs, a review failure rather than proof of AI or language superiority.

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Samsung Health asks users to let AI train on their health data - or lose cloud sync

Samsung Health began prompting users to consent to AI training on intimate data including sleep, nutrition, medication and cycle tracking, with reports that declining costs cloud sync - a consent-under-duress pattern privacy law treats as invalid.

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LAPD lets its Flock license-plate surveillance contract lapse after false-positive stops

LAPD allowed its Flock Safety automated license-plate-reader contract to expire on July 11 after false alerts led to innocent drivers being stopped - a rare rollback of already-deployed AI surveillance on civil-liberties grounds.

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Apple's on-device SpeechAnalyzer beats Whisper Small using about a third of the compute

Apple's new on-device SpeechAnalyzer API cut errors roughly fourfold versus its legacy recognizer and outperformed OpenAI's Whisper Small while using about a third of the compute, in an English-only single-vendor benchmark.

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Richard Sutton's Oak Lab bets against frozen models: a trillion-parameter agent on 20 watts

Turing-winner Richard Sutton launched Oak Lab with a north-star goal of a trillion-parameter agent that learns and plans in real time on about 20 watts, betting on continual experiential learning over the static pre-train-then-freeze paradigm behind today's LLMs.

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Meta pulls Muse Image's Instagram-photo training within 48 hours of launch

Meta disabled Muse Image's default feature that pulled public Instagram photos into its new agentic image model within about 48 hours, after SAG-AFTRA and CAA backlash - the model stayed, the default data grab did not.

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GPT-5.6 'Sol' is both too strict and too leaky: benign bans on one side, jailbreaks on the other

OpenAI's GPT-5.6 'Sol' is flagging users for benign defensive-security tasks like hardening their own websites while the UK AI Safety Institute found jailbreaks similar to Fable 5's - a capability-safety mismatch where a weak guardian model over- and under-triggers at once.

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200-plus experts sign 'WeMustActNow,' urging governments to prepare for AI job displacement

More than 200 experts including Nobel laureates signed a Stanford Digital Economy Lab statement urging governments to prepare now for AI-driven economic displacement, amid a concurrent survey signaling strong but methodologically thin public appetite for socializing AI gains.

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A video generator, repurposed as a perception model, matches specialists with up to 500x less data

GenCeption repurposes a pre-trained video generative diffusion model as a feed-forward perception system, matching specialist vision models on depth, surface normals, pose and segmentation while using 7x to 500x less training data - and generalizing from synthetic-only training to real footage.

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A benchmark audit finds most video-understanding tests can be aced without watching the video

Video-Oasis audited video-understanding benchmarks and found about 55% of samples are solvable with no visual input at all - models exploit linguistic priors instead of watching motion, and once the shortcuts are removed, state-of-the-art systems barely beat random guessing.

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AI is now solving hard math and physics problems faster than humans can formally check them

A widening 'verification lag' is emerging as AI produces candidate solutions to hard problems faster than experts can formally verify them - physicist Yuji Tachikawa reports Fable cracked a six-month research blocker, while a GPT-5.6 Erdos claim circulates without peer review.

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