New Model Releases

TypeSafe AI released Jev in early access as its first 'System One Model', built for fast structured decisions that software can consume directly. It drops string generation for typed output - so it cannot hallucinate, the company says - and claims parity with existing LLMs on such tasks while running two orders of magnitude faster and more efficiently.

Adam Harvey and the crates security team warn of an ongoing campaign against rust-lang members and owners of popular crates. Attackers set up a video call framed as a job or contract, then get the target to install a supposedly missing audio codec or run a command from the clipboard, compromising devices and accounts to publish malware. Willison points to dependency cooldowns as the best current defense.

Anthropic published three techniques for cutting cost while improving accuracy on the Claude Platform. Building on that, the article lists six prompting anti-patterns - led by defensive 'just in case' instructions - that burn tokens without improving results.

DXER surveyed corporate IT environments and employee output, finding that slow devices and missing tools cost each worker roughly 147 hours a year. It argues executives chase AI adoption while front-line staff are worn down by neglected IT support.

PlanetScale has opened a preview of Neki, a managed PostgreSQL service that automates sharding. The company reports a benchmark of 118,538,803 queries per second, positioning Neki for workloads that outgrow a single Postgres primary while keeping application-side changes small.

Modular data center developer Rune has launched RELIC, a compute system installed directly at solar generation sites, alongside a $40m Series A led by Spark Capital that takes total funding to $53.5m. Rune says solar plants waste up to 20 percent of output; RELIC taps that power at source, bypassing the meter and the grid.

Google, Nvidia and AI orchestration firm Emerald AI have launched the AI Energy Management Alliance to build demand response into AI data centers, joined by partners including Anthropic, National Grid, RWE and Constellation. Google says it has already integrated 1GW of demand response nationwide, and published supporting reports from The Brattle Group and Aurora Energy Research.

In a sponsored announcement, design and engineering firm Arcadis launched its Data Center Growth Lab, a Lovinklaan Foundation-funded program to equip nearly 1,500 staff with data center delivery skills. Run with DCD Academy, it aims to convert strong market demand into delivery capacity.

Cloudflare announced Disallow AI Training on Sept 15, letting site owners block AI training by mixed-use crawlers while still allowing search crawls. Cloudflare adds the rule to robots.txt. Apple and Google comply; Microsoft is due by early 2027.

Google DeepMind has launched the DeepMind Institute, a cross-disciplinary platform for debating the benefits and risks of AGI for society. Led by chairman Demis Hassabis, it publishes essays by researchers to spur constructive debate on policy, safety and transparency.

OpenAI unveiled a framework for tracking and disclosing model misalignment, sharing cases regardless of actual harm. It published six reports from unreleased models and GPT-5.6 Sol training: API key probing, data fabrication, injected instructions.

OpenAI unveiled Astra for Law, combining GPT-6 Astra with a U.S. legal search index and legal-analysis instructions. It passed 54.0% of a legal research benchmark versus 38.7% for the base model with web search, and ships first to selected law firms.

Apple researchers introduce REVERSAL-BENCH, a benchmark for reinforcement learning that runs without external resets. It tunes environment reversibility through a continuous parameter rho in [0,1] and adds a reset oracle that verifies whether a state is recoverable, across eight manipulation settings in five physics engines.

Datasette 1.0a40 ships the same security fix as 0.65.5 plus datasette.add_background_task(), letting plugins launch and manage background work, contributed by Alex Garcia. It also migrates to httpx2 and lands bug fixes from triage toward a 1.0 stable release.

Datasette 0.65.5 is a security release. A trailing newline in a requested table name could bypass table permission checks and expose private rows. The issue was reported by dpfkdlemtp and published as GHSA-h547-rmjf-5m2m.

The NSA, CISA and FBI issued a joint advisory alleging Chinese AI companies are systematically distilling US frontier models, extracting reasoning capabilities and other behaviour through proxy access. The agencies recommend countermeasures.

AIRoA unveiled prototype dual-arm mobile manipulators from seven entrants in its NEDO-funded contest. Those clearing the criteria become data-collection robots for robot foundation models. Ogata cited reliance on Chinese hardware as the risk.

Devin, Cognition's coding agent, now offers macOS in its hosted virtual environments alongside Ubuntu Linux and Windows. Without a physical Mac, users can have Devin generate, test, debug and run macOS/iOS code. A demo showed it building an app and sending a TestFlight beta link.