…We find that OPD on mathematical reasoning is highly sensitive to teacher choice and loss formulation, whereas OPSD fails in our tested settings due to test-time absence of instance-specific privileged…
…source rather than solve a complex math or programming problem. Finally, this prompt demonstrates how we keep humans in the loop -- namely, by putting AI in the middle of the process, with…
…When I did try to streamline my tax filing by using Copilot to sort certain data, the AI tool wasn't useful at all. I ended up using AI tools like Claude…
…Agentic AI Solution Close to Cloud-only Services SuperClaw can deliver better data protection and reduce cloud-compute costs, but one question matters most for enterprise adoption “can SuperClaw provide reasonable performance…
Hello everyone. In the last two years I spent, as a dev, part of my free time stretching the limits of my knowledge. Not being a mathematician myself, I discovered that formalizing concepts in mathematical language could…
I'm a big fan of on-device AI inference for a million reasons, especially its potential to significantly reduce or even potentially eliminate the need for massive AI data center projects in the United States. But so far,…
!UPDATE!(20.05.2026) WE HAVE NEW NUMBERS FROM 1.500+ TESTS IT'S WORKING! check my update post https://www.reddit.com/r/LocalLLaMA/s/AyNOehjkYT Or the go straight to the my Github https://github.com/OttoRenner/Gentle-Codi…
This is an upgrade of a tool I created 15 years ago in Python to learn OOP and solve some inadequacies in the HDR stacking tools I could find at the time. The problem was, none of them were really "batch friendly". None …
Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments.I built Forge, an open-source reliability layer for self-hosted LLM tool-calling.What it does:- Adds domain-and-tool-agnostic guardrails (retry nudges, step e…
…So good news for AI then, but not necessarily anyone else. Storage is hard to come by at reasonable prices nowadays, and that's all because of AI. The memory crisis is…
…Related I tried VS Code, Google Antigravity, and Claude Code for a month and one clearly dominated The AI coding war has intensified. AI design showdown This test proved that AI presentation…
Chandraveer Mathur Mar 22, 2026, 4:30 PM EDT A seasoned mechanical design engineer turned tech reporter and reviewer, Chandraveer brings more than four years of consumer tech journalism experience to the…
…Now, AI can actually respond, so I think we can make them feel even more human. However, simply replacing townspeople with AI wouldn’t be fun.” So, I don't know about…
Chandraveer Mathur May 13, 2026, 5:01 PM EDT A seasoned mechanical design engineer turned tech reporter and reviewer, Chandraveer brings more than four years of consumer tech journalism experience to the…
…complex math problems, and high-level reasoning tasks are just not possible unless you buy really expensive devices. Me? I don’t mind any of these constraints, as my local AI tools…
