Daily tracker for frontier AI lab papers, model cards, system cards, dataset cards, and technical reports.
- Website: https://likeacloud7.github.io/awesome-frontier-ai-papers/
- Dataset:
public/data/company_papers.json - Last generated:
2026-08-16T04:04:18+00:00 - Coverage:
6644papers across19labs since 2024
| Region | Lab | Papers | Latest | Full list |
|---|---|---|---|---|
| 馃嚭馃嚫 US | Microsoft | 1832 | 2026-08-14 | all papers |
| 馃嚚馃嚦 China | Baidu | 297 | 2026-08-14 | all papers |
| 馃嚭馃嚫 US | Amazon | 1103 | 2026-08-13 | all papers |
| 馃嚭馃嚫 US | Google/DeepMind | 474 | 2026-08-13 | all papers |
| 馃嚭馃嚫 US | NVIDIA | 256 | 2026-08-12 | all papers |
| 馃嚚馃嚦 China | Tencent/Hunyuan | 814 | 2026-08-11 | all papers |
| 馃嚚馃嚦 China | Alibaba/Qwen | 534 | 2026-08-11 | all papers |
| 馃嚚馃嚦 China | Huawei/Noah | 470 | 2026-08-11 | all papers |
| 馃嚚馃嚦 China | ByteDance/Seed | 152 | 2026-08-10 | all papers |
| 馃嚭馃嚫 US | Anthropic | 36 | 2026-08-10 | all papers |
| 馃嚭馃嚫 US | Apple | 411 | 2026-08-07 | all papers |
| 馃嚭馃嚫 US | Meta/FAIR | 155 | 2026-08-07 | all papers |
| 馃嚭馃嚫 US | OpenAI | 56 | 2026-07-31 | all papers |
| 馃嚚馃嚦 China | Moonshot/Kimi | 20 | 2026-07-27 | all papers |
| 馃嚚馃嚦 China | DeepSeek | 31 | 2026-07-06 | all papers |
| 馃嚚馃嚦 China | StepFun | 25 | 2026-07 | all papers |
| 馃嚚馃嚦 China | MiniMax | 10 | 2026-07 | all papers |
| 馃嚚馃嚦 China | Z.ai/Zhipu | 24 | 2026-06-08 | all papers |
| 馃嚭馃嚫 US | xAI | 3 | 2025-11-05 | all papers |
Each section shows the newest papers for quick scanning. Open the per-lab page for the complete list.
1832 papers 路 latest 2026-08-14 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-14 | OpScale: Operator-level Provisioning and Autoscaling for LLM Serving | publication | Official page |
| 2026-08-11 | DEMO: NetArena Adaptation for Next Waves of Network Benchmarks | conference-paper | OpenAlex |
| 2026-08-08 | ENCO: Deploying Production-Scale Engineering Copilots | publication | Official page |
| 2026-08-08 | OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching | paper | HuggingFace |
| 2026-08-07 | PCR-CA: Parallel Codebook Representations with Contrastive Alignment for Multiple-Category App Recommendation | conference-paper | OpenAlex |
| 2026-08-06 | KDD Workshop on Evaluation and Trustworthiness of Agentic AI | conference-paper | OpenAlex |
| 2026-08-06 | m 3 BERT: A Modern, Multi-lingual, Matryoshka Bidirectional Encoder | conference-paper | OpenAlex |
| 2026-08-06 | SkillHEX: Improving Agent Skills via Hypothesis-Driven Autonomous Exploration and Exploitation | preprint | OpenAlex |
More: 1824 additional papers
297 papers 路 latest 2026-08-14 路 full list
More: 289 additional papers
1103 papers 路 latest 2026-08-13 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-13 | Reconstructing the Aerosol State from Partial Observations with Generative Modeling | article | OpenAlex |
| 2026-08-07 | Enterprise AI Agents: From Prototypes to Production | conference-paper | OpenAlex |
| 2026-08-07 | Retrieval-Constrained Policy Optimization for Attack Technique Extraction from Cyber Threat Intelligence | preprint | Official page |
| 2026-08-07 | KDD 9th Workshop on Machine Learning in Finance | conference-paper | OpenAlex |
| 2026-08-07 | Multi-Turn Reinforcement Learning for Large Language Models: From Theory to Practice with Amazon SageMaker AI | conference-paper | OpenAlex |
| 2026-08-06 | KDD Workshop on Evaluation and Trustworthiness of Agentic AI | conference-paper | OpenAlex |
| 2026-08-06 | Teaching LLMs to Write System Kernels for AI Accelerators: Post-Training, Reasoning, and Agentic Optimization | conference-paper | OpenAlex |
| 2026-08-06 | SafeCRS: Personalized Safety Alignment for LLM-Based Conversational Recommender Systems | conference-paper | OpenAlex |
More: 1095 additional papers
474 papers 路 latest 2026-08-13 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-13 | Gemini 3.7 Flash Model Card | model_card | Official page |
| 2026-08-12 | Agentic profiles for effective AI governance | article | OpenAlex |
| 2026-08-10 | A Validated Scale Measuring Student Self-Efficacy for Programming with Generative AI | conference-paper | OpenAlex |
| 2026-08-07 | KDD 9th Workshop on Machine Learning in Finance | conference-paper | OpenAlex |
| 2026-08-07 | ResidencyRL: Reinforcement Learning in Simulated Clinical Environments | preprint | OpenAlex |
| 2026-08-06 | Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators | conference-paper | OpenAlex |
| 2026-08-06 | Retrofitting Linear Attention into Diffusion Language Models | preprint | OpenAlex |
| 2026-08-05 | A moral Turing test: How belief and source shape detection of and agreement with LLM judgments | publication | Official page |
More: 466 additional papers
256 papers 路 latest 2026-08-12 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-12 | SONIC: Supersizing motion tracking for natural humanoid whole-body control | article | OpenAlex |
| 2026-08-07 | Enterprise AI Agents: From Prototypes to Production | conference-paper | OpenAlex |
| 2026-08-06 | VLMs for Videogame Data Annotation | preprint | OpenAlex |
| 2026-08-06 | Training a Conditioned Video Game Agent on a VLM Annotated Dataset | preprint | OpenAlex |
| 2026-08-06 | MicroEvo: Knowledge-Guided LLM Sampling for Efficient Microarchitecture Design Space Exploration | preprint | OpenAlex |
| 2026-08 | HorizonRelight: Relighting Long-horizon Videos Consistently via Diffusion Transformers | publication | Official page |
| 2026-07-31 | Chelatron: Charting Chemical Space with Agentic AI for Metal-Ligand Discovery | preprint | OpenAlex |
| 2026-07-30 | Robotic ultrasound scanning platform with autonomous control, multimodal human鈥搈achine interface and real-time image analysis | article | OpenAlex |
More: 248 additional papers
814 papers 路 latest 2026-08-11 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-11 | RosePO: Customized Preference Alignment in LLM-Based Recommendation | article | OpenAlex |
| 2026-08-10 | From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs | preprint | OpenAlex |
| 2026-08-07 | Trajectory-Relative Hindsight Distillation for Agentic Reinforcement Learning | preprint | OpenAlex |
| 2026-08-07 | Think-like-LSTM: Memory-Augmented Large Language Models via Dynamic Fine-Tuning for Financial Risk Assessment | conference-paper | OpenAlex |
| 2026-08-07 | MDL: A Unified Multi-Distribution Learner in Large-scale Industrial Recommendation through Tokenization | conference-paper | OpenAlex |
| 2026-08-07 | G-STAR: Graph-based Scheduling with Trace-driven Adaptive Routing for Industrial LLM-based Multi-Agent Systems | conference-paper | OpenAlex |
| 2026-08-06 | YOLO-PEFT: Parameter-Efficient Fine-Tuning on YOLO Family | technical-report | Official page |
| 2026-08-06 | When History Lies: Evaluating and Improving Tool Use under Misleading Multi-Turn Histories | preprint | OpenAlex |
More: 806 additional papers
534 papers 路 latest 2026-08-11 路 full list
More: 526 additional papers
470 papers 路 latest 2026-08-11 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-11 | Delphinus: Ultra-Fast Link Failure Detection and Recovery for AI Data Center Networks | conference-paper | OpenAlex |
| 2026-08-11 | Balanced Sparse Tree: A Scalable Network Topology for Large Language Models | conference-paper | OpenAlex |
| 2026-08-08 | TongGuOCR: A Layout-Aware and Token-Augmented OCR MLLM for Chinese Historical Documents | preprint | OpenAlex |
| 2026-08-08 | Selecting and Combining Large Language Models in Scalable Code Clone Detection | article | OpenAlex |
| 2026-08-07 | SLOPE: Fine-Grained Log Parser Combining Syntax with LLM-Distilled Semantic | article | OpenAlex |
| 2026-08-06 | Large Language Model (LLM) as an Excellent Reinforcement Learning Researcher in both Single-Agent and Multi-Agent Scenarios | conference-paper | OpenAlex |
| 2026-08-06 | Robust-WAM: Bridging Generative Pretraining and Semantic Foresight in World-Action Models | preprint | OpenAlex |
| 2026-08-06 | PACE: Unleashing the Power of Code Embeddings to Boost AutoML Agents | conference-paper | OpenAlex |
More: 462 additional papers
152 papers 路 latest 2026-08-10 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-10 | SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring | paper | HuggingFace |
| 2026-08-06 | GST-Bench: Can VLMs Develop Global Spatial Awareness from Video? | paper | HuggingFace |
| 2026-08-03 | Douyin Multimodal Embedding Model Technical Report | paper | HuggingFace |
| 2026-07-05 | EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments | publication | Official page |
| 2026-06-30 | Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity | paper | HuggingFace |
| 2026-05-28 | Task-Focused Memorization for Multimodal Agents | publication | Official page |
| 2026-04-22 | Seed3D 2.0: Advancing High-Fidelity Simulation-Ready 3D Content Generation | publication | Official page |
| 2026-04-08 | Not all tokens contribute equally to diffusion learning | publication | Official page |
More: 144 additional papers
36 papers 路 latest 2026-08-10 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-10 | Learning more about Claude's mathematical capabilities | publication | Official page |
| 2026-07-28 | Discovering cryptographic weaknesses with Claude | publication | Official page |
| 2026-07-14 | How Canada uses Claude: Findings from the Anthropic Economic Index | publication | Official page |
| 2026-07-13 | Claude鈥檚 values across models and languages | publication | Official page |
| 2026-07-09 | Claude plays robotics | publication | Official page |
| 2026-07-06 | A global workspace in language models | publication | Official page |
| 2026-07 | Claude Opus 5 System Card | model_card | Official page |
| 2026-06-26 | Anthropic Economic Index report: Cadences | publication | Official page |
More: 28 additional papers
411 papers 路 latest 2026-08-07 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-07 | Beyond Next-Token Prediction: A Performance Characterization of Diffusion versus Autoregressive Language Models | publication | Official page |
| 2026-08-07 | Arbitrage: Efficient Reasoning via Advantage-Aware Speculation | publication | Official page |
| 2026-08-06 | Locking Pretrained Weights via Deep Low-Rank Residual Distillation | publication | Official page |
| 2026-08-06 | DeepAmbigQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness | publication | Official page |
| 2026-08-05 | Taming Outlier Tokens in Diffusion Transformers | publication | Official page |
| 2026-08-03 | Understanding Alignment in Multimodal LLMs: A Comprehensive Study | publication | Official page |
| 2026-07-28 | Memory Efficient Audio Synthesis with Decoupled Temporal Depth Diffusion Transformers | publication | Official page |
| 2026-07-27 | Beyond Scale and Generation: Understanding Language Model-based Entity Matching | preprint | OpenAlex |
More: 403 additional papers
155 papers 路 latest 2026-08-07 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-08-07 | Enterprise AI Agents: From Prototypes to Production | conference-paper | OpenAlex |
| 2026-08-07 | LLaTTE: Scaling Laws for Multi-Stage Sequence Modeling in Large-Scale Ads Recommendation | conference-paper | OpenAlex |
| 2026-08-07 | Skaling: Chinchilla's Exponents Meet Kaplan's Coupling | paper | HuggingFace |
| 2026-08-06 | Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation | preprint | OpenAlex |
| 2026-08-06 | Generalizable Multi-Pass Training of Ads Recommendation Models with Foundation Model Guidance | conference-paper | OpenAlex |
| 2026-08-06 | Bending the Scaling Law Curve in Large-Scale Recommendation Systems | conference-paper | OpenAlex |
| 2026-08-06 | Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes | paper | HuggingFace |
| 2026-08-05 | ASTELD: A Six-Axis Classification Framework for Autonomous AI Agents - Design, Evaluation, and an OpenClaw Case Study | preprint | OpenAlex |
More: 147 additional papers
56 papers 路 latest 2026-07-31 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-07-31 | Learning to Coordinate Symbolic Tools: LLM Agents for Verified Sum-of-Squares Certificates | preprint | OpenAlex |
| 2026-07-28 | GPT-Red: Automated Red Teaming via Self-Play at Scale | paper | HuggingFace |
| 2026-06-30 | GeneBench-Pro: Evaluating Multistage Statistical Reasoning\in Genomics, Quantitative Biology, and Translational Biomedicine | preprint | OpenAlex |
| 2026-05-22 | DraftNEPABench: A Benchmark for Drafting NEPA Document Sections with Coding Agents | article | OpenAlex |
| 2026-05-05 | GPT-5.5 Instant System Card | publication | Official page |
| 2026-04-23 | GPT-5.5 System Card | publication | Official page |
| 2026-04-23 | GeneBench: Assessing AI Agents for Multi-Stage Inference Problems in Genomics and Quantitative Biology | article | OpenAlex |
| 2026-04-22 | Evaluating large language models for accuracy incentivizes hallucinations | article | OpenAlex |
More: 48 additional papers
20 papers 路 latest 2026-07-27 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-07-27 | the assistant should mention 215 and 222 that appear in the prior reasoning content | technical-report | Official repo |
| 2026-07-26 | PerceptionBench: Evaluating Atomic Visual Perception in Multimodal Large Language Models | technical-report | Official page |
| 2026-07-26 | Kimi K3: Open Frontier Intelligence | technical-report | Official page |
| 2026-07-23 | Paper | technical-report | Official repo |
| 2026-03-16 | Attention Residuals | technical-report | Official page |
| 2026-02-02 | Kimi K2.5: Visual Agentic Intelligence | technical-report | Official page |
| 2026-01-28 | WorldVQA: Measuring Atomic World Knowledge in Multimodal Large Language Models | technical-report | Official page |
| 2026-01-27 | Towards Pixel-Level VLM Perception via Simple Points Prediction | technical-report | Official page |
More: 12 additional papers
31 papers 路 latest 2026-07-06 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-07-06 | DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation | paper | HuggingFace |
| 2026-06-26 | DSpark | technical-report | Official repo |
| 2026-05-12 | PRISM: Prior Rectification and Uncertainty-Aware Structure Modeling for Diffusion-Based Text Image Super-Resolution | technical-report | Official page |
| 2026-04-24 | DeepSeek-V4: Towards Highly Efficient Million-Token Context Intelligence | technical-report | Official report |
| 2026-02-24 | DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference | technical-report | Official page |
| 2026-01-28 | DeepSeek-OCR 2: Visual Causal Flow | technical-report | Official page |
| 2026-01-12 | Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models | technical-report | Official report |
| 2025-12-31 | mHC: Manifold-Constrained Hyper-Connections | technical-report | Official report |
More: 23 additional papers
25 papers 路 latest 2026-07 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-07 | MentalThink: Shaping Thoughts in Mental SVG World | technical-report | Official page |
| 2026-06-23 | ShutterMuse: Capture-Time Photography Guidance with MLLMs | technical-report | Official page |
| 2026-06 | SpatialWorld: Benchmarking Interactive Spatial Reasoning of Multimodal Agents in Real-World Tasks | technical-report | Official page |
| 2026-05-12 | Boosting Omni-Modal Language Models: Staged Post-Training with Visually Debiased Evaluation | technical-report | Official page |
| 2026-05 | StepAudio 2.5 Technical Report | technical-report | Official page |
| 2026-04-27 | Step-Audio-R1.5 Technical Report | technical-report | Official page |
| 2026-03-30 | GEditBench v2: A Human-Aligned Benchmark for General Image Editing | technical-report | Official page |
| 2026-03-11 | WebVR: Benchmarking Multimodal LLMs for WebPage Recreation from Videos via Human-Aligned Visual Rubrics | technical-report | Official page |
More: 17 additional papers
10 papers 路 latest 2026-07 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2026-07 | Mage-VL: An Efficient Codec-Native Streaming Multimodal Foundation Model | technical-report | Official page |
| 2026-06-10 | MiniMax Sparse Attention | technical-report | Official page |
| 2026-06-10 | MaxProof: Scaling Mathematical Proof with Generative-Verifier RL and Population-Level Test-Time Scaling | technical-report | Official page |
| 2026-05-25 | The MiniMax-M2 Series: Mini Activations Unleashing Max Real-World Intelligence | technical-report | Official page |
| 2025-12-15 | Towards Scalable Pre-training of Visual Tokenizers for Generation | technical-report | Official page |
| 2025-06-16 | MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention | paper | HuggingFace |
| 2025-06-13 | MiniMax-M1 | technical-report | Official repo |
| 2025-05-26 | SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond | technical-report | Official report |
More: 2 additional papers
24 papers 路 latest 2026-06-08 路 full list
More: 16 additional papers
3 papers 路 latest 2025-11-05 路 full list
| Date | Paper | Type | Source |
|---|---|---|---|
| 2025-11-05 | Grok 2 Open-Weights Model Card | model_card | Official report |
| 2024-04-18 | RealWorldQA Benchmark Dataset Card | benchmark_dataset_card | Official report |
| 2024-03-28 | Grok-1 Open-Weights Model Card | model_card | Official report |
Included by default:
- official company publication pages and feeds
- official technical reports, model cards, system cards, and dataset cards
- company-owned HuggingFace and GitHub repositories
- HuggingFace Papers entries with matching organization or author metadata
- OpenAlex authorship institution metadata via
--comprehensive
The broad arXiv company-name text sweep is disabled by default because model names can over-match third-party papers. Use --include-arxiv only when that noisy layer is wanted.
See docs/COVERAGE.md for source and caveat details.
python3 -m venv venv
venv/bin/pip install -r requirements.txt
npm install
venv/bin/python scripts/update_company_papers.py --since 2024-01-01 --comprehensive --max-papers 50000
venv/bin/python scripts/generate_markdown_index.py
npm run devMIT. See LICENSE.