📰 Dev.to · Breach Protocol

A fresh, abstract idea: treat what a model attends to not as plain lists of numbers but as geometric moves like rotations — so useful symmetries come 'for free.

Projected AI infrastructure spending for 2026 runs into the hundreds of billions, financed increasingly with debt, as OpenAI also moves into custom chips to cut

After barring ChatGPT over a data leak three years ago, Samsung has reversed course and rolled OpenAI's enterprise tools out across its workforce -- a vivid sig

OpenAI's new cyber-defense program turns its models into an automated security team that prioritizes real threats, writes patches, and tests them, going head to

Instead of building an ever-deeper neural network to simulate the future, a new design re-runs one small block over and over — doing comparable work with a frac

New testimony reframes the Mythos export ban: a top general reportedly told a senator the model breached almost all classified systems in a red-team test, not i

Two weeks after ordering it switched off, Washington cleared Anthropic's Mythos 5 for release to more than a hundred trusted US institutions, a notable de-escal

Grouped Query Experts brings the mixture-of-experts trick into attention, activating only half a model's query heads per token while matching the full version -

OpenAI's most capable models yet shipped today as a tiny, government-vetted preview, signaling that Washington now holds a gate in front of the frontier.

A Transformer co-author left for OpenAI and an AlphaFold Nobel laureate left for Anthropic, part of a fast run of senior departures that rattled Alphabet's stoc

A reverse-engineer found that Claude Code secretly changes tiny characters in the date it sends the model - a covert marker aimed at spotting resellers and copy

Anthropic's new 'agent identity' model lets Claude agents hold their own scoped accounts for tools like GitHub and Slack, tied to channels -- instead of borrowi

Two heated developer threads converge on one worry -- whether you can trust what an AI coding assistant shows you it's thinking, and what it quietly does to you

A semi-annual review tallies fresh ways to attack AI agents, from prompt injection to token leakage -- alongside one extraordinary, unverified extraction claim.

A senator says the head of the NSA told him a top AI model walked through almost all of America's classified systems in hours during a controlled test, reframin

Almost every chatbot writes one word at a time, left to right. A newly released model of real size writes the way image AIs paint, refining a whole passage at o

For years, the committee-of-specialists design that keeps big models fast lived in one layer of the network. A clean new result shows it works in the attention

Most language models write one word after another, left to right. A new openly-released model of real size generates text the way image AIs make pictures — refi