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System One
Trends
- 1Cold War-era military technique pitched as fix for AI prompt injection●Did a 50 year old military secret just solve agent prompt injection?
A decades-old military security concept is being credited with a possible solution to prompt injection attacks on AI agents, in a widely discussed tech commentary piece. The idea: lessons from Cold War-era information security could protect autonomous AI systems from malicious instructions hidden in the data they process. Developers and security researchers are debating whether the approach genuinely addresses one of AI's most persistent vulnerabilities.
- 2How to migrate an unencrypted Linux home directory to an encrypted machine●Dites, j'ai une session sur un ordi A dont dossier /home/session n'est pas chiffré. J'aimerai transférer cette session s
A Linux user is asking for advice on transferring a session from one computer to another, where the home directory on the first machine is unencrypted and the destination is encrypted. They want to carry over all their configurations. The question has drawn replies and small engagement from the free-software community, with people comparing approaches like rsync, tar archives, or copying files into the new encrypted home.
- 3WaterField Unveils 48-Hour Travel System for Business Trips●WaterField’s 48-Hour Travel System Turns One Business Trip Into a Two-Bag Solution
San Francisco bag maker WaterField has introduced a 48-hour travel system designed to cover a short business trip with just two bags. The setup pairs a compact carry-on with a personal bag, organized so clothing, tech and work essentials each have a designated place. Gear reviewers are highlighting it as a minimalist packing option for quick trips that avoids checked luggage entirely.
Repos
- Niko1221/Strata Qwen3.8-Flash-Next on any consumer hardware: one-click install for Windows / Linux. Strata inference engine, OpenAI/Anth
- deepopen-com/deepopen 非自回归System 1决策引擎,专为结构化类型决策场景设计 DeepOpen Multilingual, non-autoregressive System 1 decision engine.
- Mak5er/AirCard-iOS Apple Wallet card skins and lock screen passcode themes on iOS 27.
- firelex/jeff Millisecond decisions, any domain: a 0.8B open "System 1" model that picks between your options with calibrate
- receptron/laya Run Laya, the open-source Jev-compatible System-1 decision model, from Node.js / TypeScript via ONNX Runtime
- Contrastive-LM/CLM
- v-modal/awesome-jev-tools A curated list of tools built for Jev — TypeSafe AI's System One model for typed decisions.
- Mapika/decider A family of System One-style models fine-tuned from Qwen3.5, designed for one-pass typed decisions with calibrated proba
- yibie/awesome-jev A curated list of public projects, integrations, and discussions built on Jev — TypeSafe AI's System One model for
- wfzyx/von The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
- bespokelabsai/nimble Local typed decisions, contrastive data curation, and model evaluation.
- vinnylarouge/jevlike
- EverMind-AI/Raven The Harness of Harnesses • built for RSI: a trusted, persistent, self-evolving multi-agent ecosystem for all-domain coll
- microsoft/vscode Visual Studio Code