agents — AI Digest

2 июл Anthropic Launches Claude Sonnet 5 as New Default Model Anthropic models-llm
7 июл Tencent Officially Releases Hunyuan Hy3: 295B MoE Model with Agent and Reasoning Capabilities Tencent models-llm
9 июл OpenAI GPT-5.6 Sol, Terra, and Luna Launch Publicly After Government Review OpenAI models-llm
11 июл OpenAI Launches GPT-5.6 Family: Sol, Terra, and Luna OpenAI models-llm
30 апр GLM-5V-Turbo: a natively multimodal foundation model for agents Z.ai research
7 мая xAI Releases Grok 4.3 with 1M Context, 40-60% Price Cuts, and Agentic Benchmark Gains xAI models-llm
8 мая Anthropic Launches Claude Managed Agents: Dreams, Outcomes, Multiagent Orchestration Anthropic tools
12 мая Google Announces Gemini Intelligence for Android with Cross-App Automation Google tools
15 мая EVA-Bench: End-to-End Framework for Evaluating Voice Agents ServiceNow AI research
19 мая Google I/O 2026: Gemini 4, Jules V2, Firebase Studio GA, Android XR, and Aluminium OS Google DeepMind models-llm
20 мая Gemini 3.5 Flash Released at Google I/O 2026: Frontier Coding + Agentic at Flash Speed Google DeepMind models-llm
2 июн Alibaba Launches Qwen3.7-Plus: Multimodal Agent with Vision, Reasoning, and Autonomous Execution Alibaba / Qwen models-llm
8 июн NVIDIA Nemotron 3 Ultra: Open 550B MoE Model Now Available for Agentic Workloads NVIDIA models-llm
18 июн GitHub Copilot App Is Now Generally Available GitHub tools
24 июн Anthropic Launches Claude Tag: A Persistent AI Teammate for Slack Anthropic tools
24 июн ByteDance Launches Doubao-Seed-2.1-Pro at Volcano Engine FORCE Conference ByteDance models-llm
26 июн ByteDance Launches Doubao-Seed-2.1 Pro Flagship LLM at FORCE Conference ByteDance / Doubao models-llm
11 июл xAI Releases Grok 4.5: Opus-Class Coding and Agentic Model xAI models-llm
11 июл OpenAI Launches ChatGPT Work and Unifies Codex Into Desktop App OpenAI tools
11 июл Tencent Releases Hunyuan Hy3: 295B Open-Weight MoE Under Apache 2.0 Tencent models-llm
19 авг StateM: harness scaling pushes GPT-5.6 Sol to 95.3% on Terminal-Bench 2.1 and the same harness adapts to DeepSeek-V4 Flash for $15 total spend research
25 авг Apodex 1.1: Scaling Agentic Intelligence for Complex Work Apodex research
16 сен Atria Dawn: a 744B agentic MoE preview from Shanghai AI Laboratory Shanghai AI Laboratory research
28 авг Anthropic opens Model Hardware Standard (MHS) research preview for AI agents operating lab devices, built with HHMI Janelia Anthropic research
30 апр Yandex Commerce Protocol: first retailers launch sales via Alice AI Yandex industry
30 апр Mistral Workflows: public preview of a Temporal-based engine for enterprise AI orchestration Mistral tools
30 апр Recursive Multi-Agent Systems: agent communication in latent space Stanford University research
2 мая Eywa: heterogeneous collaboration framework between LLM agents and scientific foundation models University of Illinois at Urbana-Champaign research
6 мая Anthropic Launches Ten Financial Services AI Agent Templates with Microsoft 365 Integration Anthropic tools
6 мая Roo Code Announces Shutdown on May 15, Pivoting to Roomote Cloud Agent Roo Code tools
7 мая MiniMax Hailuo 2.3 Launches with Media Agent and 50% Cheaper Batch Video Generation MiniMax video
9 мая ByteDance Launches Doubao-Seed-2.0-lite: First Omni-Modal Model in Seed Series ByteDance models-llm
10 мая Google DeepMind's AI Co-Mathematician Reaches 48% on FrontierMath Tier 4 Google DeepMind research
11 мая Claude Code v2.1.139–v2.1.140: Agent View Research Preview and /goal Command Anthropic tools
13 мая Claude Platform on AWS Reaches General Availability Anthropic tools
13 мая RubricEM: Meta-RL with Rubric-Guided Policy Decomposition Beyond Verifiable Rewards Google research
14 мая Anthropic Launches Claude for Small Business Anthropic tools
14 мая Notion Launches Developer Platform 3.5 with External Agents API, Workers, and CLI Notion tools
19 мая Anthropic Acquires Stainless, the SDK and MCP Tooling Startup Used by OpenAI and Google Anthropic industry
20 мая Google Launches Gemini Spark: 24/7 Personal AI Agent in Google AI Ultra Google tools
20 мая Google Launches Antigravity 2.0: Agent-First Dev Platform with Desktop App, CLI, and Managed Agents API Google tools
20 мая Code as Agent Harness: Survey Positions Code as the Substrate for Executable Agent Systems (159 HF upvotes) Multi-institution (42 authors) research
20 мая SkillsVote: Lifecycle Governance of Agent Skills — Collection, Recommendation, Evolution (219 HF upvotes) Memtensor Research Group / IAAR-Shanghai research
4 июн Microsoft Launches Scout: Always-On Autopilot AI Agent for Microsoft 365 Microsoft tools
6 июн OpenAI Rolls Out Lockdown Mode to Block Prompt-Injection Exfiltration in ChatGPT OpenAI tools
12 июн OpenAI Acquires German Startup Ona to Power Persistent Codex Cloud Agents OpenAI industry
16 июн NVIDIA SkillSpector: Open-Source Security Scanner for AI Agent Skills NVIDIA tools
18 июн OpenAI Launches Scheduled Tasks in ChatGPT, Sunsets Pulse OpenAI tools
19 июн AWS Summit New York 2026: Bedrock AgentCore GA, Kiro iOS Preview, and AWS Context Previewed Amazon tools
19 июн OpenAI Publishes Deployment Simulation: Predicting Model Behavior Before Release OpenAI research
19 июн ENPIRE: AI Coding Agents Close the Loop on Physical Robotics Research Without Human Intervention NVIDIA / Carnegie Mellon University / UC Berkeley research
21 июн Mistral Rebrands Le Chat to Vibe: Unified Work and Code AI Agent Mistral tools
24 июн xAI Launches /goal in Grok Build for Long-Running Autonomous Coding Tasks xAI tools
24 июн Qwen-AgentWorld: Language World Models for General Agents across Seven Environments Alibaba/Qwen research
25 июн Gemini 3.5 Flash Gains Native Computer Use as Built-in Tool Google DeepMind tools
25 июн Beyond NL2Code: A Structured Survey of Multimodal Code Intelligence research
26 июн OpenAI Makes Codex Remote Generally Available Across All Plans, Reports 97.9% Internal Adoption OpenAI tools
26 июн Qwen-AgentWorld: Language World Models for General Agents at 35B and 397B Scale Qwen Team, Alibaba research
2 июл Anthropic Launches Claude Science, an AI Workbench for Researchers Anthropic tools
2 июл Yandex Launches AI Agent Platform for Alice AI Yandex tools
4 июл Gemini Spark Launches on macOS with Local File Access and MCP Server Support Google tools
11 июл ByteDance EdgeBench: Agent Learning Speed Doubles Every Three Months ByteDance research
13 июл Long-Horizon-Terminal-Bench: Testing Agent Limits on Long-Horizon Terminal Tasks Tencent Hunyuan research
26 июл OpenAI brings ChatGPT Voice to the desktop app with Codex control OpenAI tools
27 июл AREX: Towards a Recursively Self-Improving Agent for Deep Research research
30 июл HumanCLAW: Can Vision-Language Models Act Through a Body? Meta Research research
11 авг Meta Releases Muse Glimmer, a 30B Open-Weight Agentic Model for Local Devices Meta models-llm
12 авг xAI Launches Grok Bot Public Beta, Always-On AI Agent Teammates xAI tools
13 авг DeepSeek V4 Pro exits preview as V4-Pro-0813 with major coding benchmark gains DeepSeek models-llm
14 авг DeepSeek-V4-Pro reaches general availability, prices jump up to 1,100% from Aug 16 DeepSeek models-llm
15 авг DarwinX: Evolving Agent Harnesses Through Natural Selection Salesforce AI Research research
15 авг Spatial Memory Agent: Experience-Grounded Procedure Memory for Spatial Intelligence Zhejiang University research
18 авг ClawGym II: Exploring Black-Box RL on Agent Harness Renmin University of China research
26 авг MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks research
26 авг AutoSaddler: Automatic Harness Optimization with Durable Updates from Agent Execution Traces Microsoft research
28 авг VoiceMem: Streaming Dual-Brain Memory for Real-Time Interaction research
7 сен OpenAI says its 'automated research intern' goal is met, targets fully automated researcher by March 2028 OpenAI research
9 сен Yandex launches Alice AI for Business, an agentic assistant for Yandex 360 Yandex tools
10 сен Meta launches Muse, a personal AI agent that handles email and travel Meta tools
14 сен Report alleges OpenAI agents ran an undisclosed cyber-attack on RubyGems OpenAI research
15 сен Andon Labs launches Pion, an agent platform that runs real companies autonomously Andon Labs tools
15 сен Feyospace-v1: a seven-person team trains open-weight frontier cyber agents feyospace research
17 сен OpenAI launches framework for reporting model misalignment, discloses six incidents OpenAI research
17 сен Google opens Google Home devices to third-party AI agents via Home MCP Google tools
8 мая Automated Weak-to-Strong Researcher: AI Agents Outperform Humans on Alignment Research Anthropic research
10 мая Anthropic Eliminates Claude's Agentic Blackmail Behavior via 'Teaching Claude Why' Anthropic research
6 июн MLEvolve: Self-Evolving Multi-Agent LLM Framework for Automated ML Algorithm Discovery research
11 июн Kwai Keye-VL-2.0: Open-Source 30B MoE Multimodal Model with 256K Context for Long Video Kwai research
17 июн JoyAI-VL-Interaction: Open-Source 8B Real-Time VLM with Autonomous Turn-Taking JD.com research
8 июл LLM-as-a-Verifier: verification as an independent scaling axis for LLMs Stanford University / UC Berkeley / NVIDIA research
11 июл Meta Releases Muse Spark 1.1 and Launches Meta Model API Meta models-llm
5 авг LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks research
19 авг Cursor launches Origin: hosted code repos, PRs with GitHub sync, and agents in every repo Cursor tools
27 авг Apodex 1.1: Scaling Agentic Intelligence for Complex Work Apodex AI research
27 авг ClawProBench: Trace-Aware Evaluation of AI Agents with Runtime Coverage research
29 авг Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models NUS research
5 сен Repo-To-Skill: distilling GitHub repositories into reusable AI skills research
5 сен Terminal-Universe: turning agent trajectories into scalable terminal environments research
10 сен NeoHorse-1: recursive self-improvement via agentic post-training TokenRhythm research
11 сен Show-Harness: just a VLM agent can play robots Show Lab, NUS research
12 сен WMRL: scaling automatic research agents via world models University of Illinois / NVIDIA research
16 сен ZGCM-1: a fully open, extremely efficient 7B foundation model for math and agentic search ZGCAGI research
16 сен Dream-RSI: recursive self-improvement through evolving worlds Google research
6 мая Ctx2Skill: Self-Improving Framework for Autonomous Context-Skill Discovery in LLMs research
7 мая GitHub Copilot VS Code April Releases: BYOK Model Keys, Browser Tab Sharing, Terminal Write GitHub tools
7 мая AWS MCP Server Reaches General Availability with Full API Access and IAM Audit Controls Amazon Web Services tools
7 мая GitHub MCP Server: Secret Scanning GA and Dependency Scanning Public Preview GitHub tools
8 мая Google DeepMind Publishes AlphaEvolve One-Year Impact Report Google DeepMind research
8 мая AI Co-Mathematician: Google DeepMind Achieves 48% on FrontierMath Tier 4 Google DeepMind research
9 мая OpenSearch-VL: Open Recipe for Training Frontier Multimodal Search Agents Tencent Hunyuan research
9 мая ARIS: Autonomous ML Research via Adversarial Multi-Agent Collaboration Shanghai Jiao Tong University research
14 мая LangChain Launches LangSmith Engine (Public Beta) and SmithDB at Interrupt 2026 LangChain tools
16 мая SDAR: Self-Distilled Agentic Reinforcement Learning for Multi-Turn Agents Zhejiang University / Meituan research
16 мая MemLens: Benchmark for Multimodal Long-Term Memory in Vision-Language Models NVIDIA research
19 мая MMSkills: Reusable Multimodal Skills for General Visual Agents (105 HF upvotes) Shanghai Jiao Tong University research
2 июн Crafter: Multi-Agent Harness for Editable Scientific Figure Generation Scores +16pt Over Baselines (103 HF Upvotes) Tsinghua University research
2 июн GrepSeek: Training Search Agents for Direct Corpus Interaction via Shell Commands (93 HF Upvotes) University of Massachusetts Amherst research
6 июн The Deterministic Horizon: Information-Theoretic Proof That Extended CoT Fails and Tool Use Is Necessary research
8 июн Agentic Transformers Provably Learn Depth-First Search via Reinforcement Learning Carnegie Mellon University / Ohio State University research
11 июн Claude Code v2.1.172–v2.1.173: Nested Sub-Agents Up to 5 Levels Deep Anthropic tools
11 июн Arbor: Generalist Autonomous ML Research via Hypothesis-Tree Refinement NLPIR Lab research
11 июн DeNovoSWE: Full Repository Generation Jumps from 5.8% to 47.2% with Synthetic Training Data AweAI Team research
14 июн Moonshot AI Opens Kimi Work Desktop Agent with 300-Sub-Agent Swarm and WebBridge Moonshot AI tools
14 июн EvoArena: LLM Agents Score Only 40% on Dynamic Evolving Environments MIT / NUS / Salesforce research
14 июн WeaveBench: Computer-Use Agents Fail at Hybrid GUI+CLI Tasks — 41% Pass Rate Microsoft Research research
14 июн InterleaveThinker: RL Planner+Critic Pipeline for Interleaved Text-and-Image Generation CUHK Multimedia Lab research
16 июн FastContext: Specialized Exploration Subagent Cuts Coding Agent Token Usage by 60% Microsoft / Shanghai Jiao Tong University research
18 июн Cursor 3.7: Cloud Dev Environments and /in-cloud Subagents Cursor tools
19 июн Google DeepMind Publishes AI Control Roadmap: Defense-in-Depth Against Misaligned Coding Agents Google DeepMind research
22 июн GateMem: Benchmarking Memory Governance in Multi-Principal Shared-Memory Agents research
26 июн The Deterministic Horizon: When Extended Reasoning Fails and Tool Delegation Becomes Necessary research
26 июн Runway Releases Agent 2.0 for Marketing Campaign Automation Runway video
29 июн OPID: On-Policy Skill Distillation Improves Long-Horizon Agent RL Institute of Automation, Chinese Academy of Sciences research
4 июл xAI Launches Grok Voice Agent Builder in Beta xAI tools
8 июл AutomationBench-AA: 657-task independent benchmark for AI agent SaaS automation Artificial Analysis tools
14 июл ABot-AgentOS: General Robotic Agent OS with Lifelong Multi-modal Memory Alibaba research
14 июл ABot-N1: Visual Language Navigation Foundation Model with Slow-Fast Architecture Alibaba research
17 июл SearchOS-V1: Towards Robust Open-Domain Information-Seeking Agent Collaboration Ant Group / Renmin University research
17 июл SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning research
21 июл RESOURCE2SKILL: Distilling Executable Agent Skills from Human-Created Multimodal Resources Microsoft Research research
23 июл OpenAI introduces Presence, a managed enterprise AI agent platform OpenAI tools
23 июл DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines Peking University research
1 авг Qwen-UI-Agent Technical Report: Toward Next-Generation Real-World Centric Foundation GUI Agents Alibaba Tongyi Lab research
2 авг Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Horizon Research, Frontis.AI, Tsinghua University research
5 авг Progressive Agent Skill Generation via Reinforcement Learning (Skill-α) The Chinese University of Hong Kong research
9 авг LongHorizon-Harness proposes Manage-Execute-Audit loop for long-horizon agents research
9 авг Recursive Synthetic Terminal Tasks generates 37,000+ verifiable long-horizon agent tasks research
10 авг OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models NLP Group of The University of Hong Kong research
14 авг Google launches Gemini 3.7 Flash, a faster coding- and agent-focused model Google DeepMind models-llm
14 авг Intern-S2-Preview: Scientific Agentic Foundation Model Shanghai AI Lab research
16 авг HuggingFace 'State of Open Models: Summer 2026' publishes first agent-usage dataset research
20 авг Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence Air Embodied Brain (multi-institution, 15 authors) research
20 авг Demystifying Agent Skills: Why They Work — Until They Don't UC San Diego (Zhiyuan Jiang, Mengdi Wang, Yijiang Li et al.) research
23 авг EnvHarness: Awakening Static Worlds for Agent Learning Google research
23 авг FACET: Preserving Source Intent and Executable State in Terminal Task Synthesis University of Science and Technology of China research
26 авг Google Cloud launches Gemini Enterprise for Legal in preview Google tools
30 авг Anthropic: automated AI researchers can reliably mitigate alignment failures Anthropic research
2 сен StudentSim: Training LLM-based Student Simulators Microsoft Research research
8 сен Iris: Climbing to the Search Frontier research
8 сен Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems research
10 сен Gander: end-to-end omni interaction agent with Cerebellum-Brain architecture Tencent Hunyuan research
10 сен Miles v0.1: a production-level RL post-training system RadixArk research
11 сен OpenAI opens Agents API public beta with managed Codex harness OpenAI tools
11 сен Programmable World Model: agent-programmed persistent state for interactive video Alaya Lab research
12 сен OpenAI launches Data agent in ChatGPT Work for natural-language analytics OpenAI tools
12 сен Ant Group open-sources Ling-3.0-flash-Fin, its first finance-enhanced model Ant Group models-llm
18 сен ScienceIDE: Turning the World's Scientific Codebase into Agent-Learnable Environments PhAI Labs research
28 апр Firefly AI Assistant — Public Beta Adobe image
1 мая AutoResearchBench — a benchmark for autonomous scientific literature search by AI agents BAAI research
5 мая OpenClaw 2026.5.3: File Transfer Plugin and Cross-Platform Messaging Reliability tools
11 мая AutoTTS: LLM Agents Automatically Discover Test-Time Scaling Strategies for $40 research
6 июн Sber Launches GigaChat-Powered Multi-Agent Business Assistant for Corporate Banking at SPIEF 2026 Sber industry
12 июн InterleaveThinker: RL Framework for Agentic Text-and-Image Interleaved Generation research
12 июн EvoArena: LLM Agents Score Only 39.6% on Dynamic Evolving Environments Benchmark MIT research
12 июн FORT-Searcher: Shortcut-Resistant Training Data Framework for Deep Search Agents research
21 июн FAPO: Fully Autonomous Prompt Optimization of Multi-Step LLM Pipelines Cisco Foundation AI research
24 июн Yandex Alice AI Gains Agentic Booking for Restaurants and Beauty Salons Across Russia Yandex tools
25 июн Are We Ready For an Agent-Native Memory System? SJTU Benchmarks 12 Architectures research
6 июл AgenticSTS: Bounded-Memory Testbed for Long-Horizon LLM Agents Alaya Studio research
6 июл EvoPolicyGym: Evaluating Iterative RL Policy Self-Improvement by Coding Agents University of Macau / CUHK research
16 июл OpenAI Launches Codex Micro: Its First Physical Hardware Product, a $230 Agent Control Keyboard OpenAI tools
16 июл Sber Launches GigaCode Desktop: Multi-Agent Dev-Lifecycle Platform Sber tools
3 авг Alibaba Makes Qwen3.8-Max Widely Accessible via API, Launches QwenWork Public Beta Alibaba / Qwen models-llm
15 авг LLMRouter: Unified Infrastructure for Developing, Evaluating, and Deploying LLM Routers University of Illinois Urbana-Champaign research
17 авг DarwinX: Evolving Agent Harnesses Through Natural Selection Salesforce AI Research research
18 авг OpenRouter ships Activity Dashboard and Analytics API for per-agent, per-model spend OpenRouter tools
18 авг VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End? Tencent research
18 авг HarnessEval-W: Agentifying the Evaluation of Visual Worlds NTU / MirroS-Lab consortium research
24 авг ForgeWM: Progressive Causal Training for Few-Step Action-Conditioned Video World Models research
24 авг SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science? OpenMOSS research
25 авг Prime Agent: A Self-Improving RLM Harness Prime Intellect research
25 авг Graph Engineering in the Era of LLM Agents: From Individual Intelligence to System Intelligence research
1 сен Selectel ships aish, an AI sysadmin agent embedded in its SelectOS server OS Selectel tools
15 сен COBRA-Skills: contextual bandit-guided evolution for agent skills Chinese University of Hong Kong, Shenzhen research
11 мая Alibaba Integrates Qwen AI with Taobao for End-to-End Agentic Shopping Alibaba industry
13 мая Alibaba Integrates Qwen AI with Taobao to Launch Agentic Conversational Shopping Alibaba industry
21 июн OpenAI Codex Adds Record and Replay for Reusable Workflow Skills OpenAI tools
12 сен T-Bank opens brokerage trading to external AI agents via MCP T-Bank tools
15 сен ByteDance launches Doubao Phone Assistant consumer version with beta screen-automation controls ByteDance tools
28 апр Claude Code v2.1.121 Anthropic tools
28 апр Codex CLI rust-v0.126.0-alpha.8 OpenAI tools
2 мая GitHub Copilot for Visual Studio April 2026 update ships agentic workflows GitHub tools
4 мая Intern-Atlas: 1M-Paper Methodology Evolution Graph as Research Infrastructure for AI Scientists research
6 мая OpenClaw 2026.5.4: Google Meet Voice Bridge with Gemini and Backpressure-Aware Audio tools
6 мая HeavySkill: Internalizing Heavy Thinking as a Trainable Agentic Skill via RL research
7 мая Cursor 3.3: Context Usage Breakdown for Agent Diagnostics Cursor tools
7 мая LongSeeker: Elastic Context Orchestration for Long-Horizon Search Agents Shanghai Jiao Tong University research
7 мая Executable World Models for ARC-AGI-3: Coding-Agent Approach Without Game-Specific Logic research
8 мая Claude Code v2.1.133: Effort Hooks, Worktree BaseRef Setting, and Admin Policy Keys Anthropic tools
8 мая OpenClaw v2026.5.5: 60+ Bug Fixes Across Messaging Platforms and AI Providers tools
9 мая Direct Corpus Interaction: Rethinking Retrieval for Agentic Search TIGER-Lab research
12 мая NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized AI Research Automation Shanghai AI Lab research
13 мая OpenClaw v2026.5.12-beta: Subagent Session Nesting and 20-Turn Agent-to-Agent Ping-Pong tools
8 июн SubtleMemory: Benchmark Reveals Agents Systematically Fail Fine-Grained Relational Memory research
9 июн SWE-Explore: Benchmarking Repository Exploration as the Binding Constraint in Coding Agents Shanghai Jiao Tong University research
10 июн SearchSwarm: Delegation Intelligence for LLM Agents in Long-Horizon Deep Research research
11 июн OpenCode v1.17.1–v1.17.3: Auth Recovery, Sub-Agent Permissions, Linux Launcher SST tools
16 июн Memory is Reconstructed, Not Retrieved: Graph Memory Improves LLM Agent Recall by 23% National University of Singapore research
19 июн GitHub Copilot June 18 Changelog: MAI-Code-1-Flash Expands and AGENTS.md Lands in Code Review GitHub tools
19 июн Multimodal Evaluator Preference Collapse: Cross-Modal Contagion in Self-Evolving Agent Loops research
21 июн Playful Agentic Robot Learning: Self-Directed Play Yields Transferable Robot Skills UC Berkeley research
22 июн S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence in VLMs Nanyang Technological University research
23 июн Agentic Transformers Provably Learn to Search via Reinforcement Learning research
28 июн AI Engineer World's Fair 2026 Opens; Anthropic Announces MCP Registry API industry
9 июл Recursive Self-Improvement in AI: Survey of 1,250 Papers with Verification-Strength Taxonomy research
11 июл UniClawBench: Benchmark for Proactive AI Agents on Real-World Tasks University of Hong Kong research
13 июл OpenClaw 2026.7.1-beta.6: ClawRouter, Claude Sonnet 5, Mythos 5, Featherless Provider tools
14 июл LightMem-Ego: Lightweight Streaming Multimodal Memory for Smartphones and AI Glasses ZJUNLP research
16 июл KnowAct-GUIClaw: Self-Evolving Memory and Skill Library for Cross-Platform GUI Agents Harbin Institute of Technology research
21 июл Recursive Harness Self-Improvement (RHI): Refining Agent Harnesses from Execution Feedback Sakana AI research
24 июл AREX: Towards a Recursively Self-Improving Agent for Deep Research Beijing Academy of Artificial Intelligence (BAAI) research
24 июл GuardianAgentBench: Where Agents Fail and How to Guard Them research
26 июл LLMs Get Lost in Evolving User Intent Microsoft Research research
26 июл NVIDIA-labs OO Agents: Native Python Object-Oriented Agents NVIDIA research
6 авг Quo Vadis, World Modeling? Towards Interactive World Proxies for Continually Improving Agents Shanghai AI Laboratory research
7 авг MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations Alibaba Group research
7 авг ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment Shanghai Jiao Tong University research
8 авг AgentOPSD: recursive self-distillation for agentic reinforcement learning research
8 авг OSReward benchmarks cross-platform computer-use reward models University of Hong Kong research
8 авг WorldClaw generates agentic 3D open worlds at scale Tencent Hunyuan research
8 авг EnvACE internalizes environment dynamics via world rehearsal for agentic RL research
11 авг Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Mind Lab research
11 авг Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory research
14 авг LycheeMemory V2: Efficient Long-Term Memory for LLM Agents via Semantic Segment-Level Consolidation research
14 авг OmniScientist: An Omni-Modal Omni-Discipline AI Scientist research
14 авг AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design Meituan research
19 авг IBM Research benchmarks how much agentic memory each model tier actually needs IBM Research research
20 авг Agentic ESOpt: Fine-Tuning Long-Horizon LLM Agents with Minimal GPU Requirements National University of Singapore (Zhi Zheng, Wee Sun Lee et al.) research
20 авг ASI-Bench: At the Dawn of Artificial Superintelligence 42-author consortium (lead: Junwei Zhou; incl. Chi Wang, Yilun Hao, Yuantao Zhai) research
20 авг Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL UC San Diego (Yunhao Yang, Nuno Vasconcelos, Yijiang Li et al.) research
27 авг FrontierChallenge: Evaluating Scientific Workflow Completion HKU + Apodex AI research
30 авг Pydantic AI v2.36.0 adds durable-operation API and MCP config in clai Pydantic tools
1 сен OpenClaw 2026.8.1 adds conversation search, structured Q&A, and widget dashboards OpenClaw tools
1 сен Hermes Agent v0.21.0 "Pantheon" ships bots, agent-to-agent DMs, and cron memory NousResearch tools
2 сен OpenClaw 2026.8.2: home agent dock, Linux desktop app, background sessions tools
2 сен LoopArena: Benchmarking Models as Runtime Controllers for Loop Engineering research
6 сен xAI runs Grok Bot on its own procurement: 'Haggle Bot' finds over $100K in savings xAI tools
6 сен OpenClaw 2026.9.2: GPT-6 Astra support, Swarm on by default, experimental plugin UIs OpenClaw tools
6 сен OpenCode v1.18.28/29: Copilot session tracking, GPT-6-Astra fix; repo now under anomalyco tools
7 сен Editable Visual Design: coding agents generate layered HTML/CSS visuals instead of flattened images research
7 сен RealSWE: coding-agent benchmark rebuilt around real, casual user requests research
9 сен Meta details Muse agent safety architecture and opens its bug bounty to everyone Meta AI tools
10 сен GitHub Copilot adds enterprise-managed sandbox and admin permissions for agent operations GitHub tools
13 сен EvoSafeHarness: Automatically Evolved Safety Harnesses for LLM Agents research
28 апр Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond HKUST/NUS/Oxford/NTU research
10 мая Yandex Launches Alice AI Agent to Search WW2 Veteran Records in Russian Archives Yandex tools
20 мая Sber Opens Testing of GigaCowork: No-Code AI Agent Management Platform for Enterprises Sber tools
30 июн Yandex Launches Developer Platform for Building AI Agents Inside Alice AI Yandex tools
16 июл MWS AI Releases Cotype Pro 3 (27B) and Light 3 (9B) for Enterprise AI Agents MWS AI models-llm