How to Train an AI Agent for Command-Line Tasks with Synthetic Data and Reinforcement Learning
What if your computer-use agent could learn a new Command Line Interface (CLI)—and operate it safely without ever writing files or free-typing shell commands? In Part 1 of our series…
Are Language Models a Commodity?
Analyzing a set of objective facts about language models role and evolution, with some thoughts on the following question: are they the new commodity of the decade we can no…
Filtering Drives Reasoning in LLMs, Shaping Diversity
[Submitted on 5 Dec 2025 (v1), last revised 6 Mar 2026 (this version, v2)] View a PDF of the paper titled Whatever Remains Must Be True: Filtering Drives Reasoning in…
Agentic LLM Planning via Step-Wise PDDL Simulation: An Empirical Characterisation
arXiv:2603.06064v1 Announce Type: new Abstract: Task planning, the problem of sequencing actions to reach a goal from an initial state, is a core capability requirement for autonomous robotic systems. Whether…
CAMPER: mechanistic artificial intelligence for designing peptides that target MRSA persisters
Centers for Disease Control and Prevention. Antimicrobial Resistance https://www.cdc.gov/antimicrobial-resistance/index.html (2019).National Academies. Examining the Long-Term Health and Economic Effects of Antimicrobial Resistance in the United States https://www.nationalacademies.org/our-work/examining-the-long-term-health-and-economic-effects-of-antimicrobial-resistance-in-the-united-states (2022).Tong, S. Y. C.,…
Tiny 3D-printed light cages could unlock the quantum internet
Storing quantum information is essential for the future of both quantum computing and a global quantum internet. Today's quantum communication systems struggle with signal loss over long distances, which limits…
Feeld Was a Dating App for the Freaks. Now Some People Call It ‘Normie Hell’
Alise Morales just happened to be on the dating app Feeld the night a man was detained by ICE agents a mile from her Brooklyn, New York, apartment.Fresh off of…
Boosting a key brain protein could help treat Rett syndrome
Researchers at Texas Children's Duncan Neurological Research Institute (NRI) and Baylor College of Medicine have reported a promising experimental strategy that could eventually help treat Rett syndrome. Their findings, published…
These little robots literally walk on water
Imagine a tiny robot, no bigger than a leaf, gliding across a pond's surface like a water strider. One day, devices like this could track pollutants, collect water samples or…
New in llama.cpp: Model Management
llama.cpp server now ships with router mode, which lets you dynamically load, unload, and switch between multiple models without restarting. Reminder: llama.cpp server is a lightweight, OpenAI-compatible HTTP server for…