News
Daily AI News Digest — 2026-04-11
GitHub velocity is led by BerriAI/litellm; paper attention is clustering around Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models; social attention is tilting toward Show GN: Advisor Opus — Implementing Anthropic’s Advisor Strategy with Claude Code plugin; biggest mover: NVIDIA/NemoClaw (+2). 10 repo signals, 10 paper picks, and 10 community items made today's cut.
Signal Board
Repo momentum board
Local signal score blends freshness, feed rank, keyword relevance, and GitHub star velocity.
Highlights
Top signals
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…
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models
Agents with meta-cognitive deficits struggle with tool usage decisions, leading to inefficiencies; a new framework called HDPO addresses this through decoupled optimization channels for acc…
Show GN: Advisor Opus — Implementing Anthropic’s Advisor Strategy with Claude Code plugin
Community signal picked up on GeekNews 6h ago.
LITE: Lightweight Channel Gain Estimation with Reduced X-Haul CSI Signaling in O-RAN
Fresh arXiv paper posted 22h ago and surfacing in the current feed.
Section
Hot in 24 Hours
The fastest-moving items across repos, papers, and community chatter.
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…
langgenius/dify
Production-ready platform for agentic workflow development. Updated 23h ago. 136934 stars, +800/7d, created 1094d ago. Down 1 spots from the previous run.
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models
Agents with meta-cognitive deficits struggle with tool usage decisions, leading to inefficiencies; a new framework called HDPO addresses this through decoupled optimization channels for acc…
LPM 1.0: Video-based Character Performance Model
A large-scale multimodal model for real-time conversational character performance generation that maintains identity consistency while enabling interactive, infinite-length video synthesis.…
Section
Repository Momentum
Fresh GitHub projects worth scanning before the feed turns over.
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…
huggingface/transformers
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training. Updated 1h ago. 1…
langgenius/dify
Production-ready platform for agentic workflow development. Updated 23h ago. 136934 stars, +800/7d, created 1094d ago. Down 1 spots from the previous run.
vllm-project/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs. Updated 23h ago. 75887 stars, +800/7d, created 1156d ago. Up 1 spots from the previous run.
openai/codex
Lightweight coding agent that runs in your terminal. Updated 23h ago. 74130 stars, +800/7d, created 362d ago. Down 3 spots from the previous run.
NousResearch/hermes-agent
The agent that grows with you. Updated 23h ago. 43148 stars, +800/7d, created 262d ago. Down 3 spots from the previous run.
code-yeongyu/oh-my-openagent
omo; the best agent harness - previously oh-my-opencode. Updated 1d ago. 49958 stars, +800/7d, created 128d ago. Down 2 spots from the previous run.
OpenHands/OpenHands
🙌 OpenHands: AI-Driven Development. Updated 1h ago. 70970 stars, +524/7d, created 758d ago.
milla-jovovich/mempalace
The highest-scoring AI memory system ever benchmarked. And it's free. Updated 23h ago. 33420 stars, +800/7d, created 6d ago. Down 3 spots from the previous run.
NVIDIA/NemoClaw
Run OpenClaw more securely inside NVIDIA OpenShell with managed inference. Updated <1h ago. 18892 stars, avg 728.5/day, created 26d ago. Up 2 spots from the previous run.
Section
Fresh Papers
New research worth bookmarking for a deeper read.
Act Wisely: Cultivating Meta-Cognitive Tool Use in Agentic Multimodal Models
Agents with meta-cognitive deficits struggle with tool usage decisions, leading to inefficiencies; a new framework called HDPO addresses this through decoupled optimization channels for acc…
LPM 1.0: Video-based Character Performance Model
A large-scale multimodal model for real-time conversational character performance generation that maintains identity consistency while enabling interactive, infinite-length video synthesis.…
HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents
HY-Embodied-0.5 is a foundation model family for embodied agents featuring Mixture-of-Transformers architecture and iterative post-training for enhanced visual perception and reasoning capa…
KnowU-Bench: Towards Interactive, Proactive, and Personalized Mobile Agent Evaluation
KnowU-Bench presents a comprehensive benchmark for personalized mobile agents that evaluates true preference inference and proactive assistance capabilities in real-world GUI environments.…
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and M…
Supervised finetuning and reinforcement learning exhibit conditional cross-domain generalization in reasoning tasks, influenced by optimization dynamics, data quality, and model capability,…
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
SkillClaw enables collective skill evolution in multi-user LLM agent systems by aggregating user interactions to autonomously update and improve reusable skills across the ecosystem. Surfac…
OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence
OpenSpatial presents an open-source data engine for spatial reasoning tasks using 3D bounding boxes, creating a large-scale dataset and achieving state-of-the-art performance in spatial per…
SUPERNOVA: Eliciting General Reasoning in LLMs with Reinforcement Learning on Natural Instructi…
Fresh arXiv paper from the ai cluster, posted 22h ago.
Fundus-R1: Training a Fundus-Reading MLLM with Knowledge-Aware Reasoning on Public Data
Fresh arXiv paper from the ai cluster, posted 1d ago.
LITE: Lightweight Channel Gain Estimation with Reduced X-Haul CSI Signaling in O-RAN
Fresh arXiv paper posted 22h ago and surfacing in the current feed.
Archive
Recent Digest Posts
Generated from the ranked feed for Apr 11, 2026.
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