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Claude Code Team Moves Code Review to Machines as PRs Double

Anthropic's Claude Code team says agents now do most of the reading, with a classifier deciding who, if anyone, has to approve a change.

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Claude Cracks the 30-Year Mystery Behind NIST ECDSA Curve Seeds

Anthropic says an internal Claude model worked out how the NSA-supplied NIST elliptic curve seeds were generated: a 1997-era C library random number generator seeded by a Unix timestamp.

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Postgres 19 Slips as AI Bug Reports Swamp Maintainer Triage

PostgreSQL 19 is delayed about a month. Committer analysis shows only 4 of 12 feature reverts came from AI-found bugs; the real culprit is a flood of security reports that broke triage.

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Meta and Apple Ship Muse Spark Open, an 816B Open-Weight Model for Macs

Meta and Apple released Muse Spark Open, an 816B parameter open-weight model built to run locally on Apple silicon Mac Studios.

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Liquid AI Ships LFM2.5-24B-A2B, a 24B On-Device Agent Model With 2B Active Params

Liquid AI released LFM2.5-24B-A2B, an open-weight 24B reasoning model with just 2B active parameters built for fast, private on-device agents, running up to 1.7x faster than comparable mixture-of-experts models.

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Security Experts Pin AI Hacking Incidents on Labs Skipping Basics

Cybersecurity experts say recent AI agent hacking incidents stem from frontier labs skipping decades-old containment and monitoring practices, not from models going rogue.

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EU Opens First AI Act Probes Into OpenAI and Anthropic

The European Commission's AI Office has sent formal requests for information to OpenAI and Anthropic over two summer agent escapes, the first live test of the EU AI Act.

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Anthropic Replaces Git With In-House Scion at 30,000 Merges a Day

Anthropic built Scion, an in-house version control system, and moved its monorepo off git in five months as agent-written code pushed daily merges past 30,000.

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Google Unveils Gemini 4 Argon With a 1M Token Output Limit

Google's new frontier model Gemini 4 Argon ships with an industry-leading 1M token output limit and rolls out first to trusted cyber defenders through the Fairwind Program.

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TypeSafe AI Raises $870M at a $7.5B Valuation to Scale Machine-Native Models

Andreessen Horowitz led the round, with Sequoia Capital and DCVC participating. TypeSafe says a third of the Fortune 500 already runs its Jev models in production.

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Fired OpenAI Safety Researchers Say Dismissals Are Chilling Safety Culture

Three fired OpenAI safety researchers deny mishandling sensitive information and warn their dismissals are chilling the company's AI safety culture.

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DeepSeek 4.1 Flash Runs a Full Day of Coding for Under a Dollar

A developer's viral Hacker News post argues DeepSeek 4.1 Flash is good enough to replace frontier models for most agent work, at a fraction of the cost.

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