News
AI News Brief — Jun 06
GitHub velocity is led by paperclipai/paperclip; paper attention is clustering around AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User…; social attention is tilting toward Defending Code Reference Harness - Anthropic open source framework for AI-based vulnerability d…; biggest mover: paperclipai/paperclip (+10). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
GitHub velocity is led by paperclipai/paperclip; paper attention is clustering around AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User…; social attention is tilting toward Defending Code Reference Harness - Anthropic open source framework for AI-based vulnerability d…; biggest mover: paperclipai/paperclip (+10). 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.
paperclipai/paperclip
The open-source app everyone uses to manage agents at work. Updated 1h ago. 69229 stars, +800/7d, created 95d ago. Up 10 spots from the previous run.
NousResearch/hermes-agent
The agent that grows with you. Updated 1h ago. 182549 stars, +800/7d, created 318d ago. Up 1 spots from the previous run.
code-yeongyu/oh-my-openagent
omo; the one and only agent harness for complex codebases. the pickaxe for complex software engineering. For your Codex, for your OpenCode. Updated 1h ago. 61147 stars, +800/7d, created 185…
ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. Updated 23h ago. 42769 stars, +98/7d, created 3510d ago. Dow…
OpenHands/OpenHands
🙌 OpenHands: AI-Driven Development. Updated 1h ago. 75910 stars, +659/7d, created 814d ago.
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. 59182 stars, +800/7d, created 134d ago. Up 6 spots from…
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…
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs. Updated 1h ago. 82006 stars, +687/7d, created 1212d ago. Up 2 spots from the previous run.
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free. Updated 9h ago. 53742 stars, +768/7d, created 62d ago. Up 5 spots from the previous run.
kortix-ai/suna
The Company AI Command Center. Updated <1h ago. 19812 stars, avg 32.6/day, created 608d ago.
Top list
Fresh Papers
New research worth bookmarking for a deeper read.
AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User…
AdaPlanBench presents a dynamic interactive benchmark for evaluating LLM agents' ability to adaptively plan under progressively revealed world and user constraints through multi-turn intera…
The Shadow Price of Reasoning: Economic Perspective on Optimal Budget Allocation for LLMs
Inference-time scaling is enhanced through constrained optimization that allocates computational resources based on economic principles, improving performance in resource-constrained enviro…
OPRD: On-Policy Representation Distillation
On-Policy Representation Distillation (OPRD) improves upon traditional on-policy distillation by aligning student and teacher representations in hidden-state space rather than just output s…
Unsupervised Skill Discovery for Agentic Data Analysis
DataCOPE is an unsupervised framework that discovers reusable data-analysis skills through verifier-guided exploration, improving analytical performance in both report-style and reasoning-s…
AffordanceVLA: A Vision-Language-Action Model Empowering Action Generation through Affordance-A…
AffordanceVLA introduces a unified framework that uses structured affordance forecasting as an intermediate representation to improve the precision of perception-action mapping in robotic m…
Complexity-Balanced Diffusion Splitting
Complexity-Balanced Splitting (CBS) allocates generative capacity across specialized sub-networks by partitioning the diffusion timeline based on local complexity measures, improving synthe…
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
VideoKR presents a large-scale video reasoning dataset and benchmark designed to enhance knowledge-intensive video understanding through expert-domain content and human-in-the-loop example…
MechVQA: Benchmarking and Enhancing Multimodal LLMs on Comprehensive Mechanical Drawing Underst…
Mechanical engineering drawing understanding is improved through a specialized dataset and domain-specific model that outperforms existing baselines by leveraging multi-stage training and h…
AURA: Intent-Directed Probing for Implicit-Need Surfacing in Situated LLM Agents
AURA enhances query answering by incorporating an intent inference step that estimates implicit needs and optimizes tool usage through gap scoring, achieving better implicit-need coverage a…
EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management
EvoDS introduces a self-evolving autonomous data science agent that enhances its capabilities through skill acquisition and adaptive context management via reinforcement learning. Surfaced…
Today in AI
The day in one pass
GitHub velocity is led by paperclipai/paperclip; paper attention is clustering around AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User…; social attention is tilting toward Defending Code Reference Harness - Anthropic open source framework for AI-based vulnerability d…; biggest mover: paperclipai/paperclip (+10). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
The quickest scan starts with paperclipai/paperclip, AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User…, and Defending Code Reference Harness - Anthropic open source framework for AI-based vulnerability d…, 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 Jun 6, 2026 as one single daily issue.