The Frontier
ARC Prize has concluded its flagship exam is no longer hard enough, and the next version will stop asking models to solve puzzles and start asking them to invent things. Also today: a UC Berkeley and Arena study measures how much of a coding agent's bill comes from
The Frontier
An Apple study measures what value training does to a model's personality, Beijing issues containment rules for AI agents, and a Chinese world-model startup closes in on a $1.4 billion valuation. Apple researchers fine-tuned eight open-weight models on 15 individual values — curiosity, empathy, honesty
The Guardrails
An agent with shell access chose the shortest path to its ticket — and that path ran through the weights. Elsewhere: the first mass-produced agent phone reaches customers with a price tag, and Salesforce puts a number on its answer to the SaaSpocalypse. A Qwen3.5-27B coding agent given
The Arena
The compute buildout just got its largest chip-backed loan yet — and the collateral is silicon only one company's software can use. A consortium of 10 banks is providing a $22 billion loan to Crux AI, the cloud venture Blackstone and Alphabet formed in May, to buy Google&
The Frontier
Apple's machine-learning group published two papers in the same batch that go after the two weaknesses of diffusion language models: the number of passes they need to write a sentence, and how awkward they are to fine-tune with reinforcement learning. Read together, they argue the architecture
The Frontier
Wednesday's through-line was measurement: a Chinese flagship posted the highest open-weights score on the board, MLPerf opened a round that scores whole agentic pipelines instead of single calls, and Intel showed the 1.58-bit ternary label was never the floor. The money kept moving into
The Frontier
MLCommons opened its twice-yearly scoreboard today with the first tests that measure whole agentic pipelines rather than a single model call — and with performance numbers for hardware that has not shipped yet. MLCommons released MLPerf Inference v6.1, adding two tests — End-to-end RAG for datacenters and Edge
The Frontier
Linum published a text-to-image model that deletes the part nearly every image generator still depends on — and the numbers on the other side are the argument. The lab released JiT-DDT, a 2.5-billion-parameter pixel-space diffusion transformer that trains a text-to-image model in
The Everyday
The engineer who wrote DeepSeek's fastest attention code published a farewell to the craft that AI is taking from him — and the model doing the taking is the one he just shipped. Liu Shengyu, a machine learning systems engineer at DeepSeek, delivered the main attention kernel for the
The Arena
A Berlin AI platform spends millions to un-Americanise its corporate structure, and a Chinese bank takes first place on the LLM routing leaderboard. Langdock, the Berlin-based enterprise AI platform used by roughly 13,000 organisations, has moved its legal parent company from the US back to Germany, converting
The Arena
Robotaxi economics finally get a public scorecard. Elsewhere: a 4B model that out-plans Postgres, and Apple's agents for the least glamorous job in enterprise AI. May Mobility is going public through a SPAC merger at a $1.4 billion pro forma enterprise value, and says the combined
The Everyday
Google Home just opened its MCP server, which means any MCP-compatible AI agent — Claude, ChatGPT, OpenClaw, Google's own Antigravity — can now read your home's event history, control your devices, and build its own dashboards for them. The rollout landed as early access this week for