News
AI News Brief — May 10
GitHub velocity is led by shanraisshan/claude-code-best-practice; paper attention is clustering around AI Co-Mathematician: Accelerating Mathematicians with Agentic AI; social attention is tilting toward In the AI era, why operation is more important than openness in 0→1 service; biggest mover: rerun-io/rerun (+12). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
GitHub velocity is led by shanraisshan/claude-code-best-practice; paper attention is clustering around AI Co-Mathematician: Accelerating Mathematicians with Agentic AI; social attention is tilting toward In the AI era, why operation is more important than openness in 0→1 service; biggest mover: rerun-io/rerun (+12). 10 repo signals, 10 paper picks, and 10 community items made today's cut. This fallback brief keeps the page live when the optional Gemma pass times out.
Signal Board
Repositories and papers
Keep the full repo and paper scan above the fold, then read the day as one short brief below.
Top list
Repository Momentum
Fresh GitHub projects worth scanning before the feed turns over.
shanraisshan/claude-code-best-practice
from vibe coding to agentic engineering - practice makes claude perfect. Updated 1h ago. 51965 stars, +800/7d, created 190d ago. Up 4 spots from the previous run.
lobehub/lobehub
The ultimate space for work and life — to find, build, and collaborate with agent teammates that grow with you. We are taking agent harness to the next level — enabling multi-agent collabor…
HKUDS/nanobot
"🐈 nanobot: The Ultra-Lightweight Personal AI Agent". Updated 4h ago. 42080 stars, +638/7d, created 97d ago. Up 6 spots from the previous run.
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs. Updated 1h ago. 79491 stars, +693/7d, created 1185d ago.
rohitg00/ai-engineering-from-scratch
Learn it. Build it. Ship it for others. Updated <1h ago. 6513 stars, avg 125.6/day, created 52d ago.
forrestchang/andrej-karpathy-skills
A single CLAUDE.md file to improve Claude Code behavior, derived from Andrej Karpathy's observations on LLM coding pitfalls. Updated 19d ago. 121912 stars, +800/7d, created 102d ago. Up 2 s…
usestrix/strix
Open-source AI hackers to find and fix your app’s vulnerabilities. Updated 7h ago. 25161 stars, avg 90.9/day, created 277d ago.
raullenchai/Rapid-MLX
The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separation, cloud routing. Drop-in Ope…
rerun-io/rerun
An open source SDK for logging, storing, querying, and visualizing multimodal and multi-rate data. Updated <1h ago. 10669 stars, avg 7.2/day, created 1492d ago. Up 12 spots from the previou…
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free. Updated 11h ago. 51738 stars, +800/7d, created 35d ago. Up 4 spots from the previous run.
Top list
Fresh Papers
New research worth bookmarking for a deeper read.
AI Co-Mathematician: Accelerating Mathematicians with Agentic AI
We introduce the AI co-mathematician, a workbench for mathematicians to interactively leverage AI agents to pursue open-ended research. The AI co-mathematician is optimized to provide holis…
A^2TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping
Reinforcement learning for agentic LLMs suffers from sparse rewards and challenges in credit assignment, which are addressed through A²TGPO that adapts information gain normalization, accum…
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
ScaleLogic demonstrates that reinforcement learning training compute scales as a power law with reasoning depth, with scaling exponents increasing monotonically with logical expressiveness…
CreativityBench: Evaluating Agent Creative Reasoning via Affordance-Based Tool Repurposing
Large language models demonstrate limited creative problem-solving abilities when required to repurpose objects based on affordance reasoning, indicating a gap in current AI capabilities fo…
Litespark Inference on Consumer CPUs: Custom SIMD Kernels for Ternary Neural Networks
Fresh arXiv paper from the ai cluster, posted 2d ago.
Turning Drift into Constraint: Robust Reasoning Alignment in Non-Stationary Environments
A novel framework called Autonomous Preference Optimization (APO) is proposed to address reasoning alignment challenges in multi-modal large language models under concept drift conditions,…
SCRuB: Social Concept Reasoning under Rubric-Based Evaluation
Fresh arXiv paper posted 2d ago and surfacing in the current feed.
Beyond Task Success: Measuring Workflow Fidelity in LLM-Based Agentic Payment Systems
Fresh arXiv paper from the ai cluster, posted 2d ago.
Verifier-Backed Hard Problem Generation for Mathematical Reasoning
Fresh arXiv paper from the ai cluster, posted 2d ago.
Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration
LoPE addresses the zero-advantage problem in reinforcement learning with verifiable rewards by usingLorem Ipsum perturbations to enhance exploration in large language model training. Surfac…
Today in AI
The day in one pass
GitHub velocity is led by shanraisshan/claude-code-best-practice; paper attention is clustering around AI Co-Mathematician: Accelerating Mathematicians with Agentic AI; social attention is tilting toward In the AI era, why operation is more important than openness in 0→1 service; biggest mover: rerun-io/rerun (+12). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
The quickest scan starts with shanraisshan/claude-code-best-practice, AI Co-Mathematician: Accelerating Mathematicians with Agentic AI, and Show GN: LociTerm - AI agent SSH session keeps dropping so I created a persistent web terminal, while 10 GitHub-led signals anchor the repo side of the brief.
Use the structured digest below when you need the full wire, raw links, and the longer tail of items that did not make the front narrative.
Archive
Recent issues
Generated from the ranked feed for May 10, 2026 as one single daily issue.
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