1943 to today, in 1,401 pieces

A conversation that asks someone who has actually run a continuously running agent what the prerequisites are. The conclusion lands not on the model or the prompt but on two things. One is a single dedicated machine that

A hands-on run that follows all the way through the work of nailing down, as files, a structure that removes the need to ask for a fix every time. The structure has six parts: a standards document setting down tone and d

A note that explains an agent as several chat windows with different roles strung together. If you ask for planning, design and development all in one window, context that has nothing to do with the job at hand gets mixe

ASUS, Dell, HP, Lenovo, Microsoft and others are taking part in a staggered rollout. The launch put AI run on the device front and center alongside creative work and gaming, but compute performance (TOPS) was not stated

Company-reported, it covers 34 language and script combinations with 2.601 trillion tokens in native scripts plus 224.6 billion in Latin script, and includes 438.4 billion restored tokens kept only where the quality scor

It is the first model from a new US lab. Company-reported scores were SWEBench Verified 81.6%, GPQA Diamond 90.6%, AIME 2026 97.7% and Terminal Bench v2.1 80.1% (on BF16), and it ships in three versions, BF16, FP8 and NV

A record in which someone who pushed work automation forward on their own for a year, with no outside help, lays the process out in three stages. The first stage is collecting: piling five streams — email, calls, meeting

The authors reported that in the setting where the constraints have to be found by the model, even the best configuration averaged only 0.56 points and solved just 14 of the 95 tasks. Even in the 23 tasks where every nec

It put protecting teachers' educational judgment forward as a premise, and, timed to Teachers' Day, also explained how to use ChatGPT's study mode (Study) in class. No figures on the number of users or on effectiveness w

AISLE said that in its first year out of stealth it was assigned more than 500 CVEs across more than 100 codebases, and that it found all 12 vulnerabilities in OpenSSL's January security release and 18 of the 24 in curl'

It starts from the point that looking only at the endpoints lets preference changes from early and late training cancel each other out and hide the parts where the teacher changed consistently. The authors reported that

Company-reported, the 209M model ranks No. 1 in the pretrained zero-shot categories of GIFT-Eval, TIME and fev-bench, and the 28M model beat Chronos-2, which is about four times larger. On an 8-thread server CPU the 5M m

Because these are activated LoRAs, the KV cache built by the base model can be reused for the judgment that follows, and IBM said GPU memory with all three components added stays close to that of the base model alone. It

The authors reported that, trained on 12.3 million question-answer pairs on top of Qwen3.5-4B, it ranked No. 1 among the 8 models compared, with an overall 65.64%, and was No. 1 on 7 of 12 benchmarks. They reported it wa

It shipped two versions, a 16-step distilled one and a 50-step base one, together with FP8 and NVFP4 quantized weights and a DreamBooth LoRA training script. Only a speed figure was given — the distilled version makes a

The authors reported that on OSWorld-v2 the average partial score of the 8 models evaluated rose by 19.6 points and that steps per task fell by 53.0% on average compared with running screen control alone. They released t

A conversation that explains the change in the cell structure of memory chips at a non-specialist's level and weighs what it means. A cell is made of one container that holds electricity and one switch that opens and clo

A how-to that builds a research agent which runs on its own at a set time each week, using nothing but a scheduling feature. It likens building one to hiring a person and splits it into four stages — deciding what to ask

A hands-on run that attaches a reverse-engineering toolkit — one that takes a finished program apart and recovers its structure — to a coding agent. On a request the toolkit runs the specialist analyzers on your behalf a

An explainer that reads the debate over AI-produced math results against the history of computer proofs. The four color theorem in 1976 was proved with computer calculations no person could follow to the end, which cause