News
AI News Brief — May 13
GitHub velocity is led by ruvnet/ruflo; paper attention is clustering around TMAS: Scaling Test-Time Compute via Multi-Agent Synergy; social attention is tilting toward UCLA discovers first stroke rehabilitation drug to repair brain damage (2025); biggest mover: antirez/ds4 (+7). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
GitHub velocity is led by ruvnet/ruflo; paper attention is clustering around TMAS: Scaling Test-Time Compute via Multi-Agent Synergy; social attention is tilting toward UCLA discovers first stroke rehabilitation drug to repair brain damage (2025); biggest mover: antirez/ds4 (+7). 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.
ruvnet/ruflo
🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade…
cline/cline
Autonomous coding agent right in your IDE, capable of creating/editing files, executing commands, using the browser, and more with your permission every step of the way. Updated 1h ago. 616…
NousResearch/hermes-agent
The agent that grows with you. Updated 23h ago. 144284 stars, +800/7d, created 294d ago.
BerriAI/litellm
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Coher…
openai/codex
Lightweight coding agent that runs in your terminal. Updated 23h ago. 81831 stars, +800/7d, created 394d ago.
thedotmack/claude-mem
Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Work…
Significant-Gravitas/AutoGPT
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters. Updated 23h ago. 184171 stars, +311/…
jundot/omlx
LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar. Updated <1h ago. 13752 stars, avg 156.1/day, created 88d ago.
antirez/ds4
DeepSeek 4 Flash local inference engine for Metal and CUDA. Updated <1h ago. 7963 stars, created 6d ago. Up 7 spots from the previous run.
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free. Updated 1d ago. 51958 stars, +800/7d, created 38d ago.
Top list
Fresh Papers
New research worth bookmarking for a deeper read.
TMAS: Scaling Test-Time Compute via Multi-Agent Synergy
TMAS is a multi-agent framework for test-time scaling that enhances large language model reasoning through structured collaboration and hierarchical memory systems. Surfaced via Hugging Fac…
CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models
A closed-loop framework collaboratively integrates vision-language models with video generation models at step level to improve visual reasoning by enabling real-time failure detection and…
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predic…
WorldReasonBench and WorldRewardBench are introduced as benchmarks for evaluating video generation models' ability to reason about world-state evolution, revealing a gap between visual plau…
Memory-Efficient Looped Transformer: Decoupling Compute from Memory in Looped Language Models
A novel recurrent LLM architecture called MELT is proposed that decouples reasoning depth from memory consumption by sharing a single KV cache across reasoning loops and using chunk-wise tr…
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning
SLIM framework manages dynamic skill lifecycles in agentic reinforcement learning by optimizing active skill sets jointly with policy learning, outperforming existing methods in complex tas…
Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR
RLRT enhances self-distillation by reinforcing successful student decisions that deviate from teacher predictions, enabling more effective exploration in reinforcement learning via self-rew…
Key-Value Means
Key-Value Means introduces a novel attention mechanism that combines transformer and RNN advantages with controllable computational complexity and memory usage. Surfaced via Hugging Face Pa…
DeepRefine: Agent-Compiled Knowledge Refinement via Reinforcement Learning
DeepRefine is an LLM-based reasoning model that refines agent-compiled knowledge bases through multi-turn interactions and targeted updates to improve downstream task performance. Surfaced…
Rethinking Agentic Search with Pi-Serini: Is Lexical Retrieval Sufficient?
Lexical retrievers remain effective for deep research tasks when paired with advanced LLMs, outperforming dense retrievers in answer accuracy and evidence recall. Surfaced via Hugging Face…
DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices
DECO is a sparse Mixture-of-Experts architecture that achieves dense Transformer performance with reduced computational and storage requirements through advanced routing, normalization, and…
Today in AI
The day in one pass
GitHub velocity is led by ruvnet/ruflo; paper attention is clustering around TMAS: Scaling Test-Time Compute via Multi-Agent Synergy; social attention is tilting toward UCLA discovers first stroke rehabilitation drug to repair brain damage (2025); biggest mover: antirez/ds4 (+7). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
The quickest scan starts with ruvnet/ruflo, TMAS: Scaling Test-Time Compute via Multi-Agent Synergy, and CollabVR: Collaborative Video Reasoning with Vision-Language and Video Generation Models, 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 13, 2026 as one single daily issue.
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