Cloudflare previews Clairic, a System One extraction model
Clairic is hosted on Workers AI as @cf/cloudflare/clairic, charges only for input, and open weights are planned.
Clairic is hosted on Workers AI as @cf/cloudflare/clairic, charges only for input, and open weights are planned.
HiddenLayer finds TypeSafe's Jev 'System One' model vulnerable to TokenBreak and prompt injection attacks that traditional LLMs typically resist.
Cloudflare released open-weight Clef-omni, a decision model for text, image, audio, and video.
Meta Muse, OpenAI Dots, and Uber's driver assistant push proactive messages, raising when agents should interrupt.
TypeSafe's Jev and rivals return calibrated choices and scores instead of text, at much lower cost and latency.
Amazon open-sourced Strands Decider 2B, a small local model that chooses among options with confidence scores.
Liquid AI launched d1, a hosted decision model returning calibrated probabilities with zero output tokens.
Claude Opus 5.5 leads SimpleBench at 88.4% as GPT-6, Gemini 3.8 Flash, and MiMo-V2.6-Pro also ship.
Eye Security found fake Jev AI storefronts reselling genuine API access while routing user prompts through attacker-controlled third-party servers at up to 11.5x official prices.
Supersonic Labs released Julia 1, a 144.3M-parameter Apache 2.0 decision model that picks among supplied answers on CPU.
Ollaya is an open-source local runtime for fast Jev-style decision models, compatible with TypeSafe.
Latent Space outlined business changes and recapped claimed frontier model releases, benchmarks, and a TypeSafe fundraise.
A blog explains Jev's RLCD as calibrated multiway Plackett-Luce preference modeling rather than scalar rewards.
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.
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