News
AI News Brief — May 22
GitHub velocity is led by agno-agi/agno; paper attention is clustering around Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs; social attention is tilting toward OpenAI model debunks the central conjecture of discrete geometry. 10 repo signals, 10 paper picks, and 10 community items made today's cut.
GitHub velocity is led by agno-agi/agno; paper attention is clustering around Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs; social attention is tilting toward OpenAI model debunks the central conjecture of discrete geometry. 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.
agno-agi/agno
Build, run, and manage agent platforms. Updated 1h ago. 40276 stars, +174/7d, created 1478d ago.
safishamsi/graphify
AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL schemas, R scripts, shell scripts, docs, papers, images, or videos into…
Hmbown/DeepSeek-TUI
Coding agent for DeepSeek models that runs in your terminal. Updated 8h ago. 33134 stars, +800/7d, created 122d 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…
google/langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. Updated 2d ago. 36510 stars, +71/7d, cr…
ZhuLinsen/daily_stock_analysis
LLM-powered stock analysis system for A/H/US markets: multi-data source market + real-time news + LLM decision-making dashboard + multi-channel push, zero-cost scheduled operation, pure fre…
HKUDS/RAG-Anything
"RAG-Anything: All-in-One RAG Framework". Updated 9h ago. 20488 stars, avg 58.6/day, created 349d ago.
antirez/ds4
DeepSeek 4 Flash local inference engine for Metal and CUDA. Updated 1h ago. 11148 stars, avg 743.1/day, created 15d ago.
googleapis/mcp-toolbox
MCP Toolbox for Databases is an open source MCP server for databases. Updated <1h ago. 15295 stars, avg 21.5/day, created 713d ago. Down 7 spots from the previous run.
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free. Updated 1d ago. 52562 stars, +503/7d, created 47d ago. Down 4 spots from the previous run.
Top list
Fresh Papers
New research worth bookmarking for a deeper read.
Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs
Mix-Quant is a phase-aware quantization framework that accelerates long-context, multi-turn LLM inference by applying high-throughput NVFP4 quantization to the prefilling phase while mainta…
IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools
IndusAgent is a tool-augmented agentic framework for open-vocabulary industrial anomaly detection that improves performance through structured visual reasoning and dynamic tool utilization.…
Enhancing Train-Free Infinite-Frame Generation for Consistent Long Videos
MIGA addresses long video generation challenges by reducing training-inference gaps and enhancing temporal consistency through dual consistency mechanisms. Surfaced via HF Papers…
Evaluating Temporal Semantic Caching and Workflow Optimization in Agentic Plan-Execute Pipelines
Industrial asset operations workflows face latency challenges due to complex coordination needs, addressed through novel caching and workflow optimization techniques that improve execution…
Generative Recursive Reasoning
Generative Recursive reAsoning Models (GRAM) introduce probabilistic multi-trajectory computation for neural reasoning systems, enabling multiple hypotheses and parallel inference through s…
On the limits and opportunities of AI reviewers: Reviewing the reviews of Nature-family papers…
AI reviewers demonstrate superior performance in identifying correct criticisms compared to human reviewers, yet exhibit limitations in subfield knowledge and context management that distin…
Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation
Mega-ASR framework improves robustness in real-world speech recognition through compound-data construction and progressive acoustic-to-semantic optimization techniques. Surfaced via Hugging…
Video2GUI: Synthesizing Large-Scale Interaction Trajectories for Generalized GUI Agent Pretrain…
A large-scale GUI dataset was created by automatically extracting interaction trajectories from internet videos, enabling improved performance in GUI agents through pre-training on this div…
Stable Audio 3
Stable Audio 3 enables efficient variable-length audio generation and editing through latent diffusion models operating on a semantic-acoustic autoencoder, with adversarial post-training fo…
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversari…
A Chinese logical reasoning benchmark for large language models is introduced, featuring expert-verified natural-language items with formal annotations and adversarial hardening to better e…
Today in AI
The day in one pass
GitHub velocity is led by agno-agi/agno; paper attention is clustering around Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs; social attention is tilting toward OpenAI model debunks the central conjecture of discrete geometry. 10 repo signals, 10 paper picks, and 10 community items made today's cut.
The quickest scan starts with agno-agi/agno, Mix-Quant: Quantized Prefilling, Precise Decoding for Agentic LLMs, and OpenAI model debunks the central conjecture of discrete geometry, 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 22, 2026 as one single daily issue.