News
AI News Brief — May 09
GitHub velocity is led by langgenius/dify; paper attention is clustering around Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interacti…; social attention is tilting toward OpenAI adds “Pet” function to Codex; biggest mover: ZhuLinsen/daily_stock_analysis (+28). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
GitHub velocity is led by langgenius/dify; paper attention is clustering around Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interacti…; social attention is tilting toward OpenAI adds “Pet” function to Codex; biggest mover: ZhuLinsen/daily_stock_analysis (+28). 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.
langgenius/dify
Production-ready platform for agentic workflow development. Updated 23h ago. 140485 stars, +800/7d, created 1122d ago. Down 2 spots from the previous run.
code-yeongyu/oh-my-openagent
omo; the best agent harness - previously oh-my-opencode. Updated 1d ago. 56395 stars, +800/7d, created 157d ago. Down 1 spots from the previous run.
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…
continuedev/continue
⏩ Source-controlled AI checks, enforceable in CI. Powered by the open-source Continue CLI. Updated 1h ago. 33043 stars, +153/7d, created 1080d ago.
ggml-org/llama.cpp
LLM inference in C/C++. Updated 1h ago. 109005 stars, +800/7d, created 1155d ago.
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…
xorbitsai/inference
Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, produ…
lancedb/lancedb
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less. Updated <1h ago. 10231 stars, avg 8.8/day, created 1166d ago.
rerun-io/rerun
An open source SDK for logging, storing, querying, and visualizing multimodal and multi-rate data. Updated <1h ago. 10663 stars, avg 7.2/day, created 1491d ago.
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free. Updated 1d ago. 51434 stars, +800/7d, created 34d ago. Down 3 spots from the previous run.
Top list
Fresh Papers
New research worth bookmarking for a deeper read.
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interacti…
Direct corpus interaction enables more effective agentic search by allowing agents to query raw text directly, outperforming traditional retrieval methods in complex tasks. Surfaced via Hug…
When to Trust Imagination: Adaptive Action Execution for World Action Models
World Action Models (WAMs) have recently emerged as a promising paradigm for robotic manipulation by jointly predicting future visual observations and future actions. However, current WAMs…
StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
Strategic Trajectory Abstraction framework enhances long-horizon decision making in large language models by introducing trajectory-level strategies that improve sample efficiency and perfo…
MiA-Signature: Approximating Global Activation for Long-Context Understanding
Researchers propose a compressed representation method for global activation patterns in large language models that approximates full activation states while maintaining computational effic…
RaguTeam at SemEval-2026 Task 8: Meno and Friends in a Judge-Orchestrated LLM Ensemble for Fait…
A heterogeneous ensemble of seven large language models with dual prompting strategies achieved top performance in the SemEval-2026 MTRAGEval task through judge selection and demonstrated t…
Audio-Visual Intelligence in Large Foundation Models
Audio-Visual Intelligence represents a multidisciplinary field integrating auditory and visual modalities through large foundation models, encompassing tasks from understanding and generati…
Think, then Score: Decoupled Reasoning and Scoring for Video Reward Modeling
Video reward models face challenges in balancing discriminative accuracy and generative reasoning; a new approach decouples thinking and scoring processes to improve training efficiency and…
RemoteZero: Geospatial Reasoning with Zero Human Annotations
RemoteZero enables geospatial reasoning without box supervision by leveraging semantic verification capabilities of MLLMs for self-evolving localization from unlabeled remote sensing data.…
The Scaling Properties of Implicit Deductive Reasoning in Transformers
Deep Transformers with bidirectional masking exhibit implicit deductive reasoning capabilities comparable to explicit chain-of-thought methods across various graph structures and problem si…
SwiftI2V: Efficient High-Resolution Image-to-Video Generation via Conditional Segment-wise Gene…
SwiftI2V is an efficient high-resolution image-to-video generation framework that uses conditional segment-wise generation and bidirectional contextual interaction to achieve scalable, inpu…
Today in AI
The day in one pass
GitHub velocity is led by langgenius/dify; paper attention is clustering around Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interacti…; social attention is tilting toward OpenAI adds “Pet” function to Codex; biggest mover: ZhuLinsen/daily_stock_analysis (+28). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
The quickest scan starts with langgenius/dify, Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interacti…, and OpenAI adds “Pet” function to Codex, 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 9, 2026 as one single daily issue.
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