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New top story on Hacker News: Show HN: InstinctFlash – Run 5B world-action models in real time on Jetson Thor

Show HN: InstinctFlash – Run 5B world-action models in real time on Jetson Thor 7 by guanming0717 | 0 comments on Hacker News. Hey HN, Guanming here, cofounder of General Instinct. We just released InstinctFlash, a high-performance serving framework for robotics models. It’s licensed under AGPL-3.0. On Jetson Thor, we see speedups about 1.2x to 7.9x from runtime optimizations alone and up to 33.78x for LingBot-VA when we combine those runtime optimizations with a distilled few-step diffusion scheduler, going from the original 25 visual / 50 action steps to 2 / 4 steps. Across 50 Robotwin2.0 tasks, we evaluated 1,153 episodes per configuration, LingBot-VA with InstinctFlash at 2 visual / 4 action steps achieved a 90.5% success rate, compared with 92.1% for the baseline at 25 visual / 50 action steps. Here’s an optimized 5B world action model, running in real time on a Jetson Thor: https://youtu.be/nku65iyL5Fw InstinctFlash currently supports 8 VLA / world-action model families, inc...

New top story on Hacker News: Show HN: Foremerge – Catch Intent Conflicts Between Parallel Coding Agents

Show HN: Foremerge – Catch Intent Conflicts Between Parallel Coding Agents 12 by foremerge | 0 comments on Hacker News. At, GPTree, we run several coding agents across our team on one repo using parallel worktrees. Apart from wasted time reviewing and fixing conflicts at PR time, the failures that hurt the most are when multiple plans or tickets cause architecture changes that cannot both be true. Ex. one agent replaces a class while another one is in the process of extending it. Git only notices if the resulting patches happen to touch the same lines and the review only catches it if they are familiar with both tickets. Foremerge is a local "git like" coordination layer that sits above git (ie. does not interact with or change the way git and worktrees function), Before editing each agent publishes an intent and the scopes it will change, with the operation it plans to complete on each one. foremerge intent publish --agent "$A" \ --summary "Re...

New top story on Hacker News: How do Traffic Signals Work (2019)

How do Traffic Signals Work (2019) 8 by at1as | 5 comments on Hacker News. September 21, 2026 at 11:06PM at1as 8 https://ift.tt/PNtaMhz How do Traffic Signals Work (2019) 5 https://ift.tt/lACKmkv

New top story on Hacker News: The senior engineer death spiral

The senior engineer death spiral 34 by nsavage | 19 comments on Hacker News. September 20, 2026 at 09:16PM nsavage 34 https://ift.tt/i8qrDUv The senior engineer death spiral 19 https://ift.tt/lqf6v9n

New top story on Hacker News: Show HN: CUA-S1 – A System One Model for Computer Use

Show HN: CUA-S1 – A System One Model for Computer Use 12 by frabonacci | 0 comments on Hacker News. Hello HN! We're Dillon and Francesco from Cua. We were wondering how many computer use tasks actually need a full general purpose LLM (e.g. gpt-6-astra, claude-opus-5 etc.) to think through all their decisions and steps. Some tasks require thinking about a plan, exploring different paths, recovering from failure. Other tasks are a question of making local decisions, like this value should go in this box, or should I check this box, or this element should be ignored. We wondered how far we could go with a small model trained to only make these kinds of decisions. Our inspiration was Typesafe's Jev and its System One Model framing. This is a nod to the dichotomy between thinking quickly, automatically, and intuitively (system 1) vs. thinking slowly, analytically (system 2), as described by Daniel Kahneman. The interesting question for us was: what happens if you give a model an ...

New top story on Hacker News: People who know the most often sound the least certain

People who know the most often sound the least certain 18 by virde | 5 comments on Hacker News. September 20, 2026 at 12:42AM virde 18 https://ift.tt/ucN0F8s People who know the most often sound the least certain 5 https://ift.tt/ELk2GVu

New top story on Hacker News: Supabase (YC S20) Is Hiring for OrioleDB

Supabase (YC S20) Is Hiring for OrioleDB 1 by awalias | 0 comments on Hacker News. September 20, 2026 at 12:01AM awalias 1 https://ift.tt/CoVvNDq Supabase (YC S20) Is Hiring for OrioleDB 0 https://supabase.link/orioledbjob