Daily Research Feed
Tracking trending AI/ML papers and models across arXiv, HuggingFace, and AlphaXiv.
Tuesday, July 28, 2026
StateAct shifts computer-use agents from screenshot pixels to program state; Chinese AI labs dominate trending models with Kimi-K3 and GLM-5.2; Bitchat's Bluetooth mesh chat surges with 2,346 stars today
Monday, July 27, 2026
DataPrep-Bench sets first unified standard for LLM training data preparation; Skill Self-Play from Qwen co-evolves diverse agent skills via RL; NVIDIA's Molt offers a lean PyTorch-native framework for agentic RL at scale
Sunday, July 26, 2026
AREX's recursively self-improving deep research agents top HuggingFace with 127 upvotes; agent infrastructure matures across NOOA, WorkBuddy Bench, and OpenForgeRL; GitHub trending dominated by agentic skills frameworks and AI-native tooling as GLM-5.2 and extreme-quantized models lead HuggingFace adoption
Saturday, July 25, 2026
AREX debuts recursively self-improving deep research agents with verify-then-refine loops (118 upvotes); agentic benchmarking and training infrastructure surges across WorkBuddy Bench, NOOA, and OpenForgeRL; AI-native browsers and web agents dominate GitHub trending alongside GLM-5.2's massive HuggingFace adoption
Tuesday, July 14, 2026
Agent benchmarks mature with Long-Horizon-Terminal-Bench; visual pretraining challenged by video-first and pixel-space approaches; knowledge-using gap in LLM finetuning exposed; trading agent tools continue GitHub domination
Monday, July 13, 2026
Video generation models reframed as general-purpose vision learners (GenCeptional); sovereign German-English MoE hybrid Mamba-Transformer Soofi S 30B-A3B matches dense 14-27B models; Destructive Command Guard explodes to 444 stars/day as agent safety tooling surges
Sunday, July 12, 2026
Weekend lull on arXiv but HuggingFace's Vidu S1 (117 upvotes) pushes real-time voice-controlled video generation to consumer GPUs, while NAVER's Video-Oasis and RCORE papers both expose shortcut learning in video benchmarks; GitHub trending is dominated by a Claude Code tooling surge led by DesktopCommanderMCP
Saturday, July 11, 2026
ICML 2026 closes in Seoul with diffusion language model ordering and AI alignment-as-censorship winning top paper awards; Grok 4.5 launches as a frontier-adjacent Opus-class model at 60% lower cost; arXiv surfaces Super Weights fine-tuning paradox and Latent Memory Palace for control reasoning
Friday, July 10, 2026
Vidu S1 achieves real-time interactive video generation at 42 FPS with voice control; agent skills ecosystem consolidation continues with skills, superpowers, and governance repos dominating GitHub trending; linear attention architectures get systematic comparative study
Thursday, July 9, 2026
Agent skills ecosystem explodes across GitHub with skill libraries, optimizers, and security scanners; embodied AI advances with LingBot-World 2.0's infinite-horizon interactive worlds and MoE video pretraining; RL post-training research matures with GRPO signal recovery and competitive cross-model training
Wednesday, July 8, 2026
World models get a formal definition and roadmap; KV cache compression sees two new cross-layer depth-factorization approaches; 3D scene unification via pixel-space diffusion (PixWorld, ECCV 2026) advances the generation-reconstruction frontier; GitHub trending remains dominated by agent-skill and red-teaming tooling
Tuesday, July 7, 2026
Training-inference mismatch in LLM RL becomes the day's dominant story at 142 upvotes; embodied AI gets a unified C++ inference runtime and closed-loop VLA correction; diffusion transformer quantization and VLM data curation push efficiency research forward; GitHub trending is saturated with Claude Code skills, agent multiplexers, and AI red-teaming tools
Monday, July 6, 2026
LLM RL training stability takes center stage with a 142-upvote paper on training-inference mismatch; embodied AI inference runtimes and VLA closed-loop control mature quickly; diffusion transformer quantization goes data-agnostic; agent red-teaming frameworks emerge to secure the fast-growing MCP/agent ecosystem; GLM-5.2, DeepSeek-V4-Pro and Qwen3.6 lead a crowded frontier open-weight model race; Claude Code skills and agent-tooling repos dominate GitHub trending.
Sunday, July 5, 2026
Program-as-Weights compiles natural-language specs into locally-executable neural artifacts, topping HF Papers with 107 upvotes; agent-memory research (AgenticSTS, AutoMem, SkillCoach, DuoMem) converges on treating memory as a trainable, bounded skill rather than an ever-growing context; hybrid-attention and flow-matching work pushes long-context and diffusion efficiency; and GitHub trending is dominated by a viral wave of Claude Code / agent-skills repositories.
Saturday, July 4, 2026
Program-as-Weights surges to 58 upvotes as fuzzy-function programming gains momentum; Agent memory and evaluation benchmarks dominate with AgenticSTS, EvoPolicyGym, and SkillCoach; Agentic tooling ecosystem explodes on GitHub as US Independence Day thins paper submissions
Friday, July 3, 2026
Program-as-Weights proposes compiling natural-language specs into local neural artifacts; agency-agents explodes to 125K stars as agent skills ecosystem dominates GitHub trending; Ornith-1.0 family from DeepReinforce AI saturates model charts across 9B/35B/397B tiers
Thursday, July 2, 2026
SenseTime's Orca world foundation model dominates with 178 upvotes; speculative decoding innovations from BlockPilot and Multi-Block Diffusion accelerate inference; agent infrastructure consolidates on GitHub with agency-agents crossing 123K stars
Wednesday, July 1, 2026
Agent infrastructure explosion continues with agency-agents and Agent-Reach dominating GitHub; Dockerless from ByteDance eliminates execution environments for coding agent verification; GLM-5.2 and Ornith model families surge across quantization variants
Tuesday, June 30, 2026
AI agent infrastructure dominates GitHub with agency-agents and cognee surging; on-policy distillation advances with AsyncOPD and PHF; financial trading agents proliferate across open-source ecosystem
Monday, June 29, 2026
Codebase knowledge graphs explode on GitHub; NVIDIA and Stanford advance physics-grounded robotics simulation; RLHF matures for image generation with Qwen-Image-2.0-RL
Sunday, June 28, 2026
Agent memory and infrastructure dominate GitHub trending; DanceOPD and Qwen-Image-Agent advance unified generative models; verification and reward signal design emerge as critical bottlenecks for agentic RL
Saturday, June 27, 2026
Verification becomes the bottleneck for coding agents; DanceOPD unifies conflicting image generation capabilities via field distillation; agent infrastructure explodes with design.md, OpenMontage, and AI-Berkshire
Friday, June 26, 2026
Agentic image generation advances with Qwen-Image-Agent; GLM-5.2 MoE and Krea-2 lead model trending; Agent-Reach and OpenMontage drive massive open-source agentic tooling surge
Tuesday, June 23, 2026
KaLM reranker decouples query-passage computation for efficient retrieval; EvoEmbedding brings temporal memory to embeddings; agentic benchmarking matures with DailyReport, PlanBench-XL, and PhySciBench; OpenMontage and codebase-memory-mcp lead GitHub trending
Monday, June 22, 2026
PerceptionDLM achieves parallel region perception via diffusion LMs; GLM-5.2 and DeepSeek-V4-Pro lead model trending; AI agent tooling explosion continues with OpenMontage, headroom, and hermes-agent
Friday, June 19, 2026
World model persistent state questioned in two simultaneous papers; codebase-memory-mcp surges to 2,322 GitHub stars; GLM-5.2 and MiniMax-M3 top HuggingFace trending
Monday, June 15, 2026
Chatbot-to-Digital-Colleague paradigm shift leads HuggingFace papers; NVIDIA LocateAnything-3B tops model trending; SkillSpector AI agent security scanner surges on GitHub
Tuesday, June 2, 2026
VLM vs VGM spatial intelligence showdown reveals complementary strengths; ESPO cuts RL rollout waste by 20% with early-stopping PPO; NVIDIA LocateAnything-3B leads trending models with 807 likes
Monday, June 1, 2026
AgentDoG 1.5 surges to 127 upvotes as agent safety remains the week's top story; NVIDIA LocateAnything-3B debuts as trending model leader with 606 likes; microsoft/markitdown dominates GitHub at 2,798 stars/day
Sunday, May 31, 2026
AgentDoG 1.5 surges to 111 upvotes as agent safety dominates weekend discourse; Qwen3.6-27B hits 5M downloads making it the second most downloaded model; RuView explodes with 655 stars/day for WiFi-based spatial intelligence without cameras
Saturday, May 30, 2026
AgentDoG 1.5 proposes lightweight safety alignment for open-world AI agents with 81 upvotes; Qwen-VLA unifies manipulation and navigation across robot embodiments; VoxCPM surges 1,815 stars/day for tokenizer-free multilingual TTS
Friday, May 29, 2026
LaRA detects data contamination in RL post-training via layer-wise representation analysis; NAVA from Baidu achieves native audio-visual alignment for joint generation; agent skills ecosystem continues explosive growth with Understand-Anything gaining 3,776 stars/day
Thursday, May 28, 2026
ResearchMath-14K introduces largest research-level math dataset with multi-agent curation from Seoul National University; NEO-ov pioneers native one-vision VLMs for multi-image and video understanding; Understand-Anything leads GitHub with 4,465 stars/day as agent skills ecosystem explodes
Wednesday, May 27, 2026
Light paper day highlights KAIST's GARD for robust 3D reconstruction under degraded conditions and Tencent's EvalVerse for cinematic video evaluation; NousResearch hermes-agent (169K stars) and ECC agent harness (194K stars) dominate GitHub; DeepSeek-V4-Pro maintains 5M-download lead as Anima (1,556 likes) and Hy-MT2 translation models surge
Tuesday, May 26, 2026
SMART unlocks latent multi-vector retrieval from frozen single-vector models as a plug-and-play upgrade; AutoResearch AI surveys the full spectrum of AI-powered scientific workflow automation; Tencent Hy-MT2 translation models and ByteDance Lance multimodal generator dominate HuggingFace trending; AI coding agent tooling consolidation accelerates with ECC (192K stars), andrej-karpathy-skills (155K stars), and Understand-Anything (31K stars) leading GitHub
Monday, May 25, 2026
ETCHR decouples image editing from reasoning to unlock fine-grained visual chain-of-thought; Shannon Scaling Law reframes LLM training as noisy-channel transmission; AI coding agent infrastructure dominates GitHub with Understand-Anything (4,000 stars today) and andrej-karpathy-skills (2,551 stars today)
Sunday, May 24, 2026
DelTA reframes RLVR as token-level discrimination with 189 upvotes; code knowledge graphs and AI coding agent plugins dominate GitHub; DeepSeek-V4-Pro and Tencent Hy-MT2 lead model trends
Saturday, May 23, 2026
RLVR token-credit assignment (DelTA) advances fine-grained LLM training signals; full-attention sparsification shows LLMs are intrinsically sparse; agent governance and tooling ecosystems explode on GitHub
Friday, May 22, 2026
Agent trajectory compilation (ACC) opens new long-context training paradigm; Gated DeltaNet-2 decouples linear attention memory editing; code knowledge graphs and agentic skills frameworks explode on GitHub
Thursday, May 21, 2026
Audio-visual Clever Hans effect exposes MLLM hallucinations; RL-for-reasoning wave crests with five new methods; agent infrastructure matures as OpenComputer and EnvFactory tackle verifiable environments
Wednesday, May 20, 2026
Artifact-Bench exposes MLLM blindspots in AI video quality assessment; OmniGUI pioneers omni-modal GUI agent benchmarking; agent skills and code knowledge graphs dominate GitHub with Karpathy-inspired best practices surging
Tuesday, May 19, 2026
AI auto-research integrity crisis mapped end-to-end; ODE-native video alignment via KVPO breaks new ground; open-source personal AI and agent-native CLI tooling dominate GitHub
Tuesday, April 14, 2026
Claude-powered agentic coding ecosystem explodes on GitHub with hermes-agent and skills frameworks; financial AI surges with Kronos foundation model; AI SRE tooling emerges as new frontier
Monday, April 13, 2026
SFT generalization vindicated with conditional analysis reaching 294 upvotes; ClawBench tests AI agents on 153 real-world online tasks; MegaStyle scales style datasets to 170K prompts; agent tooling ecosystem explodes on GitHub
Sunday, April 12, 2026
SFT generalization rethink surges to 190 upvotes reshaping post-training orthodoxy; ClawBench leaps to 122 testing agents on real-world tasks; GLM-5.1 MoE and Netflix void-model debut on HuggingFace; hermes-agent dominates GitHub at 6,438 stars/day
Saturday, April 11, 2026
Agentic AI frameworks dominate GitHub trending with hermes-agent, Archon, and multica surging; financial foundation models and tokenizer-free TTS signal new frontier applications; Claude Code tooling meta-layer emerges as a distinct engineering discipline
Friday, April 10, 2026
Agentic AI frameworks surge with NousResearch Hermes-Agent and Multica hitting thousands of GitHub stars; Financial AI gains traction via Kronos foundation model; Claude Code best-practices meta-repos signal maturing LLM developer tooling ecosystem
Thursday, April 9, 2026
GBQA benchmark reveals frontier LLMs catch under half of game bugs autonomously; ThinkTwice unifies reasoning and self-refinement via GRPO; Gemma 4 family dominates HuggingFace trending with six model variants
Wednesday, April 8, 2026
In-Place Test-Time Training enables LLMs to adapt during inference; Polynomial Mixer achieves linear-time attention replacement; Gym-Anything turns any software into an agent environment
Tuesday, April 7, 2026
Video-MME-v2 raises the bar for video understanding evaluation; Adam's Law reveals textual frequency scaling in LLMs; Gemma 4 family dominates model releases with MoE and any-to-any variants
Monday, April 6, 2026
On-device AI inference surges with Google LiteRT-LM and AI Edge Gallery; CORAL and Steerable Visual Representations maintain strong momentum; Claude-distilled Qwen and Gemma-4 dominate model charts
Sunday, April 5, 2026
CORAL's multi-agent evolution framework surges to 36 upvotes as autonomous AI-for-AI research gains momentum; Steerable Visual Representations hits 40 upvotes; Claude-distilled Qwen and Gemma-4 continue model chart domination
Saturday, April 4, 2026
Steerable visual representations and LLM pre-decision biases challenge core assumptions; multi-agent evolution frameworks and adversarial 3D textures push agent capabilities and risks; Gemma-4 and Claude-distilled Qwen dominate trending models
Friday, April 3, 2026
Agent safety and benchmark proliferation dominate the day; LLM reasoning robustness under context pressure emerges as a critical concern; distillation and efficient scaling techniques show surprising gains
Thursday, April 2, 2026
Medical AI gets its ImageNet moment with 1000+ dataset survey; Terminal-only agents challenge complex enterprise frameworks; Pretraining science matures with daVinci-LLM scaling laws
Wednesday, April 1, 2026
FIPO advances RL reasoning with future-KL credit assignment; Agentic AI frameworks dominate GitHub and HuggingFace; Qwen 3.5 ecosystem explodes across model charts
Tuesday, March 31, 2026
Trillion-parameter scientific foundation model arrives; Agent skill distillation from trajectories gains traction; Coding agents get specialized models and organicity benchmarks
Monday, March 30, 2026