haritha1313
Re:Show HN: Oqoqo – build evals and custom benchmarks for real-world t...
on Tuesday August 11, 2026 @05:54PM (#49265027)
users have complete control of what a good output looks like. we have seen that adding criteria that is specific to what the expected output is, including at trajectory level, helps a lot to avoid false positives
Show HN: Oqoqo – build evals and custom benchmarks for real-world tasks
Most benchmarks today exist in curated environments and do not translate well to the real world.We built Oqoqo to bridge this gap. Oqoqo makes it super simple to build realistic evals and custom benchmarks for tasks users actually care about.Oqoqo can:- Reliably measure how agent friendly your product surfaces are against Codex, Claude Code, OpenClaw, Hermes, Pi, Opencode, Cursor, GitHub...
Unpacking ChatGPT Work: The Agent for a Billion Users
The Next Five Years – Economics of AI – Patrick Collison
Re:Investigating three real-world incidents in our cybersecurity evalu...
on Thursday July 30, 2026 @08:16PM (#49117552)
This just seems like lousy testing. Why was the guardrail just an understanding with the third party and a prompt and not actually tested for edge cases? Starting to wonder if its because of agents monitoring agents' work and yolo-ing it.
From GPT2 to Kimi3
Understanding Is the New Bottleneck
The Joy of Being Wrong
Re:Open Weights and American AI Leadership
on Saturday July 25, 2026 @01:56AM (#49044897)
openai just signed the letter
Open Weights and American AI Leadership
BackSearch – Letting agents search the web
AI's most important protocol is getting a little bit easier to use
The Joy of Being Wrong
Vibe Maintainer by Steve Yegge
Chasing the AI High: Clay, Kilns, and the Red Queen's Race
Re:I Started a "Dirt Notebook"
on Saturday July 18, 2026 @03:24AM (#48955947)
I keep buying the pretty notebooks and collecting them. I hate writing on them because they are too beautiful. I've finally started using random company merch notebooks (that are not pretty) while I also carry around a pretty one for the pretty thoughts (which I rarely use because nothing ends up deserving it)
The Human-in-the-Loop Is Tired
Cerebras Built Its Enterprise Knowledge Base
Linux kernel won't be anti-AI – Linus Torvalds
Harness Engineering for Self-Improvement – Lil'Log
Measuring Agents in Production – ICML
Re:SWE-1.7 Reach Near GPT 5.5 and Opus Intelligence
on Wednesday July 08, 2026 @01:11PM (#48834503)
The reality is most people building their own models and providing that alongside SOTA ones don't really care about how great these models are. They just prove that 'hey we are smart enough to build our own models so you can trust us instead of going with a single provider like Claude via Claude Code', also a cheap alternative for cost sensitive/free users - at least this was the case for Windsurf, not sure if Devin Desktop still has that tier. They just need to hillclimb the benchmarks and show something reasonable enough there.
Microsoft Replaces OpenAI, Anthropic with Own AI in Some Apps
Nvidia CEO blasts bosses using AI as a layoff excuse: 'We're scaring people'
Gemini's personalized AI image generation is now free for US users
Improved LLM as a Judge Techniques
Data Benchmarks and Limitations [video]
Re:Show HN: TikZ Editor – WYSIWYG editor for figures in LaTeX
on Tuesday June 23, 2026 @04:21PM (#48650797)
Ah this is so cool! Wish I had it in my research days.