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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

New top story on Hacker News: Almost Never Use AI to Write Anything Substantive

Almost Never Use AI to Write Anything Substantive 19 by erwald | 3 comments on Hacker News. September 19, 2026 at 11:35PM erwald 19 https://ift.tt/497RGbL Almost Never Use AI to Write Anything Substantive 3 https://ift.tt/7qDIP1U

New top story on Hacker News: US Military had close call after using AI for hallucinated intelligence report

US Military had close call after using AI for hallucinated intelligence report 51 by realsarm | 15 comments on Hacker News. September 19, 2026 at 12:28AM realsarm 51 https://ift.tt/H5eWL8N US Military had close call after using AI for hallucinated intelligence report 15 https://ift.tt/gSHqcJP

New top story on Hacker News: Systemd is a suite of basic building blocks

Systemd is a suite of basic building blocks 7 by Bluestein | 5 comments on Hacker News. September 18, 2026 at 11:31PM Bluestein 7 https://ift.tt/tRfSTgh Systemd is a suite of basic building blocks 5 https://ift.tt/p9nzl8j