News
AI News Brief — May 16
GitHub velocity is led by shanraisshan/claude-code-best-practice; paper attention is clustering around MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models; social attention is tilting toward How to tune ZFS for random access workloads; biggest mover: safishamsi/graphify (+8). 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 MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models; social attention is tilting toward How to tune ZFS for random access workloads; biggest mover: safishamsi/graphify (+8). 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. 53149 stars, +800/7d, created 196d 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…
HKUDS/nanobot
"🐈 nanobot: The Ultra-Lightweight Personal AI Agent". Updated 1h ago. 42533 stars, +584/7d, created 103d ago. Up 2 spots from the previous run.
agno-agi/agno
Build, run, and manage agent platforms. Updated 1h ago. 40141 stars, +164/7d, created 1472d ago.
HKUDS/LightRAG
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation". Updated 1h ago. 35239 stars, +337/7d, created 590d ago.
google/langextract
A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive visualization. Updated 8h ago. 36465 stars, +77/7d, 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…
rtk-ai/rtk
CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies. Updated 1h ago. 48416 stars, +800/7d, created 113d ago. Down 1 spots fr…
Skyvern-AI/skyvern
Automate browser based workflows with AI. Updated <1h ago. 21618 stars, avg 26.8/day, created 807d ago. Up 2 spots from the previous run.
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free. Updated 1h ago. 52251 stars, +772/7d, created 41d ago. Up 4 spots from the previous run.
Top list
Fresh Papers
New research worth bookmarking for a deeper read.
MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models
A new benchmark evaluates memory capabilities in vision-language models through multi-session conversations, revealing limitations of both long-context and memory-augmented approaches. Surf…
STALE: Can LLM Agents Know When Their Memories Are No Longer Valid?
Large language models struggle to update personalized memories when new evidence emerges, requiring contextual inference and commonsense reasoning to detect implicit conflicts, as demonstra…
Self-Distilled Agentic Reinforcement Learning
SDAR enhances reinforcement learning for multi-turn agent training by integrating self-distillation through a sigmoid gate that selectively strengthens positive token-level guidance while m…
Orchard: An Open-Source Agentic Modeling Framework
Orchard is an open-source framework for scalable agentic modeling that enables training diverse autonomous agents through specialized recipes for coding, GUI navigation, and personal assist…
Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling
A systematic approach transforms post-trained reasoning models into rigorous olympiad-level solvers through reverse-perplexity curriculum, two-stage reinforcement learning, and test-time sc…
Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling
Fresh arXiv paper from the ai cluster, posted 23h ago.
Warp-as-History: Generalizable Camera-Controlled Video Generation from One Training Video
A novel approach called Warp-as-History enables camera-controlled video generation by transforming camera-induced warps into pseudo-history representations, achieving zero-shot capability w…
From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG
Fresh arXiv paper from the ai cluster, posted 1d ago.
On the Cultural Anachronism and Temporal Reasoning in Vision Language Models
Fresh arXiv paper from the ai cluster, posted 23h ago.
SpeakerLLM: A Speaker-Specialized Audio-LLM for Speaker Understanding and Verification Reasoning
Fresh arXiv paper from the ai cluster, posted 23h ago.
Today in AI
The day in one pass
GitHub velocity is led by shanraisshan/claude-code-best-practice; paper attention is clustering around MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models; social attention is tilting toward How to tune ZFS for random access workloads; biggest mover: safishamsi/graphify (+8). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
The quickest scan starts with shanraisshan/claude-code-best-practice, MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models, and How to tune ZFS for random access workloads, 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 16, 2026 as one single daily issue.
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