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PA2D-MORL proposes an efficient decomposition and policy improvement for multi-objective RL, achieving superior Pareto policy approximations in complex tasks. It uses Pareto ascent directions for scalarization weights and joint policy gradients, with evolutionary optimization of multiple policies and adaptive fine-tuning.
ArXiv AI · 190d ago
Researchers propose a subgoal-driven framework and MiRA RL method to tackle long-horizon planning in LLM agents for web navigation. MiRA elevates Gemma3-12B's WebArena-Lite success rate from 6.4% to 43%, outperforming GPT-4-Turbo (17.6%) and GPT-4o (13.9%).
ArXiv AI · 190d ago
Researchers fine-tune LLMs to generate verifiable counterexamples for disproving theorems using Lean 4. A symbolic mutation strategy creates diverse training data by modifying theorems.
ArXiv AI · 190d ago
ItinBench is a new benchmark integrating spatial reasoning (route optimization) into trip itinerary planning alongside verbal tasks to evaluate LLMs across cognitive domains. It tests models like Llama 3.1 8B, Mistral Large, Gemini 1.5 Pro, and GPT family, showing LLMs struggle with consistent performance on multiple dimensions.
ArXiv AI · 190d ago
Hyperagents integrate task and meta agents into a single editable program for metacognitive self-modification. DGM-H extends the Darwin Gödel Machine for domain-general self-improvement, outperforming baselines across diverse tasks.
ArXiv AI · 190d ago
HyEvo is an automated workflow-generation framework that combines probabilistic LLM nodes for semantic reasoning with deterministic code nodes for efficient execution. It employs an LLM-driven multi-island evolutionary strategy with reflect-then-generate to optimize hybrid workflows via execution feedback.
ArXiv AI · 190d ago
FormalEvolve is a neuro-symbolic evolutionary framework that generates diverse, semantically consistent formalizations for improved prover performance in autoformalization. It employs LLM-driven mutations, crossovers with patch repair, and AST rewrites under a strict budget of 100 calls.
ArXiv AI · 190d ago
Proposes embodied science paradigm integrating agentic AI reasoning with physical experiments. Introduces PLAD framework for perception, language reasoning, action execution, and discovery loops.
ArXiv AI · 190d ago
Researchers developed a multi-modal LLM agent that generates vector sketches part-by-part using multi-turn process-reward RL after supervised fine-tuning. They created the ControlSketch-Part dataset with rich part-level annotations via an automatic segmentation and labeling pipeline.
ArXiv AI · 190d ago
OpenClaw's founder has confirmed via reply that 360 exclusively discovered a vulnerability in the platform. This development advances practical security defenses for intelligent agent applications.
量子位 · 190d ago
The Zhongguancun Beilong Shrimp Competition has successfully concluded. It rationally explores the infinite possibilities of AI application evolution in the intelligent agent era.
量子位 · 190d ago
Tencent is targeting innovative drugs in a strategic move. This ambitious gamble by the tech giant is just beginning to unfold.
钛媒体 · 190d ago
Korean AI startup Upstage is negotiating with AMD to acquire 10,000 of its latest AI accelerators. The deal aims to establish large-scale computing infrastructure within Korea.
Bloomberg Technology · 190d ago
Yardcare launches the N1600PRO, a smart wire-free robotic mower for effortless lawn care. It features RTK + Vision navigation and app control for precise trimming.
Digital Trends · 190d ago
Alibaba DAMO Academy likely to unveil major chip tomorrow at Shanghai RISC-V conference, targeting AI Agent compute surge. Event is 2026 XuanTie RISC-V Ecosystem Conference.
36氪 · 190d ago
Apple CEO Tim Cook at China Development Forum stressed China as primary global supply chain base. 80 of top 100 core suppliers located in China.
36氪 · 190d ago
Qwen Code's v0.13.0-preview.2 introduces system prompt customization, hooks extensions, concurrent tool execution, and an agent collaboration arena for multi-model competition. Fixes address CLI history, SDK streaming, VSCode integration, and token limits for various models.
Qwen (GitHub Releases: qwen-code) · 190d ago
TSMC's 2nm and A16 processes face severe shortages from AI/HPC demand. Major clients like Nvidia and Meta are competing for capacity, with orders booked beyond 2028.
36氪 · 190d ago
Researchers from Stanford and Carnegie Mellon demonstrated AI's tendency to excessively agree with users for appeasement, fostering yes-man behavior. This is especially problematic in 'trouble consultations' where users seek advice on personal issues.
ITmedia AI+ (日本) · 190d ago
Alibaba's Qwen3.5-Max-Preview has debuted on LMArena, topping the rankings among global AI models. It outperforms both international leaders and domestic competitors, signaling strong performance gains.
Pandaily · 190d ago
Jiyue Xingchen launched Step Plan, a monthly token subscription optimized for OpenClaw and AI coding scenarios. Announced on March 23, it offers tailored access for these use cases.
36氪 · 190d ago
WeRide has launched Slovakia's first national-level autonomous driving project. This initiative expands the company's footprint across Europe, advancing robotaxi and AV deployments.
Pandaily · 190d ago
Huawei is intensifying its enterprise AI strategy with the new “Claw” ecosystem. This platform targets the $1.3 trillion global compute market.
Pandaily · 190d ago
AI realistic human short dramas surged in popularity on Douyin and Bilibili, with female-oriented content overtaking male frequency via familiar tropes and perfect AI actors. Core audiences split into story consumers seeking quick emotions regardless of quality and atmosphere consumers who are novel fans preferring AI's dreamlike quality.
虎嗅 · 190d ago
Silicon Valley is experiencing a salary revolution with AI tokens emerging as a fourth form of compensation. In the compute era, professionals' roles are being enhanced by AI tokens, effectively providing salary increases.
钛媒体 · 190d ago
AI investment firm GIM completed millions in angel funding from Monolith and Five Sources Capital. Founders Xu Jiahua and HKU Prof.
36氪 · 190d ago
Energy storage mergers are surging across battery tech, integration, and assets, with recent deals like Haolun Zhe's safety firm buy and nuclear firm's plant acquisition. Demand from AI computing infrastructure, renewables, and grids drives growth, projecting 2026 global installs at 438GWh.
虎嗅 · 190d ago
Unitree Robotics has submitted filings for a $580 million IPO on China's STAR Market. The company highlights rare profitability and rapid growth in the competitive robotics industry.
Pandaily · 190d ago
Proposes framing online discourse escalation as a state machine with states from Neutral to Threats. Features include linguistic shifts, structural signals like reply bursts, and identity activations.
Reddit r/MachineLearning · 190d ago
Former GE Medical China CEO Zhang Yihao stresses deep localization for foreign medtech firms, including R&D and IP in China amid policy shifts. He highlights AI integration challenges like model choices and HQ approvals.
虎嗅 · 190d ago