Beyond Green Tests: GPT-6 Astra’s Review Of Claude’s Model Edit

An OpenAI model reviewed a Claude-led edit to a local AI model, finding reproducible test and provenance faults while leaving legal scores unchanged.

Is Weight-Space Programming Legal At Home? Our Test Says Yes

A home test edited a local AI model’s weights: it completed 10 benchmark tasks instead of four, but its legal score remained zero.

QuEra, Harvard And Anthropic Use AI To Reduce Quantum Circuit Resource Requirements

QuEra, Harvard and Anthropic report AI-designed circuits with lower gate and qubit requirements across seven of eight computational building blocks.

Smart Home Devices Should Work Without The Internet

A home-automation practitioner says core devices should work offline, after cloud API failures showed how vendor dependence can disrupt routines.

15 Best Developer Laptops for Coding in 2027

Compare developer laptops for coding, from everyday models to powerful workstations, with practical guidance on memory, displays, portability, and tradeoffs.

N-able Pulls N-central Offline After Zero-Day Reports: A Client Checklist

N-able shut down hosted N-central and advised on-premises customers to do the same after a researcher published exploit code for alleged flaws.

More Devices Get Access To Gemini Intelligence Features

Google is adding Gemini Intelligence to Pixel 10 models and Motorola Signature 27, while expanding task automation to three more countries.

How AI Customers Can Assess Risk After The Fireworks AI Breach

Fireworks AI says an October breach reached account and billing data, and some customer secrets, datasets and incomplete models. Key facts and unknowns.

What Does Anthropic’s IPO Price Range Reveal About Its Business?

Anthropic set a $70–$78 IPO range as revenue surged, but valuation depends on how shares and future stock awards are counted.

The $3.7 Billion Power Equipment Cost Behind SoftBank’s Quarterly Loss

SoftBank reported a ¥1.115 trillion quarterly loss after revising power-equipment plans, including a $2.9 billion write-off of advance payments.