…R E AI-Generated Summary Like Dislike Agentic AI integrates LLM reasoning with NVIDIA GPU-accelerated solvers, enabling rapid translation of natural language supply chain problems into optimized mathematical models solved by…
…Since AlphaGo’s win, we’ve applied its groundbreaking approach to many other areas of science and mathematics, including: Mathematical reasoning: The most direct descendant of AlphaGo’s architecture, AlphaProof learned to…
…From Transformer to Agent, From AI to AI for Science (2026) Automated Conjecture Resolution with Formal Verification (2026) LiveMathematicianBench: A Live Benchmark for Mathematician-Level Reasoning with Proof Sketches (2026) AI-Supervisor…
…Early tests show impressive logical reasoning in a math-themed video, though a more complex dinner scene revealed common AI glitches, such as objects appearing out of thin air. Metadata suggests the…
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…
…Intermediate Technical | AI Agent About the Authors About Peihan Huo Peihan Huo is a solutions architect on the Financial Services Industry team at NVIDIA. He has expertise in mathematical optimization, reinforcement learning…
…Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR Published on May 11 Submitted by JeonghyeKim on May 12 Microsoft Research Authors: , , , Abstract RLRT enhances self-distillation by reinforcing successful student…
…Effective AI agent evaluation requires tracking complete trajectories including plans, tool calls, intermediate reasoning, and outcomes to understand behavior beyond final answers, emphasizing metrics like task success and the precision of tool…
…pipelines, AI-powered development environments, and long-horizon problem-solving where the model iterates over hundreds of rounds to refine solutions. Phi-4-mini-instruct excels at strong reasoning, math, and logic…
…On three heterogeneous task streams with Qwen3-8B, EVOCHAMBER reaches 63.9% on competition math, 75.7% on code, and 87.1% on multi-domain reasoning, outperforming the best baseline by 32…
…interests is mathematically impossible. All may not be lost, the scientists say. To cope with this impossibility, they suggest a strategy involving pitting AI systems with different modes of reasoning and partially…
