How I read papers:
Skim
Abstract + Conclusion
Methods + Question Everything
The goal isn’t to understand the paper.
The goal is to generate better ideas than the paper.
#research
Excited to share our latest work at Mindify AI is now on arXiv
Verbal Process Supervision (VPS) — a training-free framework that uses natural language critique to guide LLM reasoning at inference time.
Results: → 94.9% on GPQA Diamond (new SOTA)
#AIResearch#GPQADiamond
Introducing AlphaLoop - An Autonomous Deep Work Agent with built-in sandbox, local first model support and native MCP interfaces.
#agent#autonomousai#deepwork
Check it out at https://t.co/ZNze5jPm4M