arXiv:2606.08653v2 Announce Type: replace-cross Abstract: Action-supervised fine-tuning of vision-language-action (VLA) policies fits demonstrations…
Category: AI
Maven Robotics wants to steal your robot deployment deal
Maven Robotics emerged from stealth today with a $100 million Series A and active deployments.
Tracing Computation Density in LLMs
arXiv:2605.27033v2 Announce Type: replace-cross Abstract: Transformer-based large language models (LLMs) are comprised of billions of parameters arranged…
EVA-Bench: A New End-to-end Framework for Evaluating Voice Agents
arXiv:2605.13841v3 Announce Type: replace-cross Abstract: Voice agents are increasingly deployed across enterprise applications. However, no existing…
SpecBench: Measuring Reward Hacking in Long-Horizon Coding Agents
arXiv:2605.21384v2 Announce Type: replace-cross Abstract: As long-horizon coding agents produce more code than any developer can review, oversight…
Dont Just Teach, Explain! A Gamified 20Q Recommender for Cybersecurity Education
arXiv:2604.26964v2 Announce Type: replace-cross Abstract: The escalating complexity of modern cyber threats demands innovative approaches to security…
7 Steps to Become a Forward Deployed Engineer in 2026
FDEs are becoming some of the most in-demand engineers in AI. Here’s the 7-step roadmap to becoming one in 2026.
Complementing reinforcement learning with SFT through logit averaging in the post training of LLMs
arXiv:2605.20555v2 Announce Type: replace-cross Abstract: We introduce a novel method that averages the logits of a frozen reference policy (e.g., SFT)…
Cognition helps Devin test its own work with GPT‑6 Astra
GPT‑6 Astra improves Devin’s ability to test software and show that it works, with the goal of helping engineers review less code and ship more.
“What Are You Really Trying to Do?”: Co-Creating Life Goals from Everyday Computer Use
arXiv:2605.00497v2 Announce Type: replace-cross Abstract: Recent advances in user modeling make it feasible to conduct open-ended inference over a…