AI 速递 2026-07-15
生成时间：2026/7/15 09:14:21（UTC: 2026-07-15T01:14:21.271Z）
Weak-to-Strong Generalization via Direct On-Policy Distillation
Section titled “Weak-to-Strong Generalization via Direct On-Policy Distillation”👍 93 · arXiv
Reinforcement learning with verifiable rewards (RLVR) is a powerful recipe for improving language-model reasoning, but it is expensive to repeat on every new strong model because the target model must…
ABot-N1: Toward a General Visual Language Navigation Foundation Model
Section titled “ABot-N1: Toward a General Visual Language Navigation Foundation Model”👍 81 · arXiv
Visual Language Navigation foundation models aim to unify deep reasoning for grounded spatial decisions with broad versatility for diverse embodied tasks. Current approaches typically achieve this int…
ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory
Section titled “ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal Memory”👍 68 · arXiv
Recent VLM and VLA systems have improved robotic perception and action prediction, yet long-horizon embodied agents still require a general runtime layer for reasoning, memory, tool use, verification,…
Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading
Section titled “Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading”👍 61 · arXiv
AI agents have become capable of autonomously completing short, well-specified tasks. However, existing terminal benchmarks largely focus on simple problems that finish within minutes and are evaluate…
Video-Oasis: Rethinking Evaluation of Video Understanding
Section titled “Video-Oasis: Rethinking Evaluation of Video Understanding”👍 61 · arXiv
The inherent complexity of video understanding makes it difficult to determine whether Video-LLM benchmark performance stems from visual perception, linguistic reasoning, or knowledge priors. While ma…
OpenClaw v2026.7.1
Section titled “OpenClaw v2026.7.1”2026.7.1
Section titled “2026.7.1”OpenClaw v2026.7.1 brings major Control UI and onboarding overhauls, major updates to the official iOS, Android, and macOS apps, expanded model and provider support including GPT-5.6 comp…
链接：https://github.com/openclaw/openclaw/releases/tag/v2026.7.1
vLLM v0.25.1
Section titled “vLLM v0.25.1”vLLM v0.25.1
Section titled “vLLM v0.25.1”Highlights
Section titled “Highlights”This release features 2 commits from 2 contributors (1 new)!
v0.25.1 is a patch release containing two targeted bug fixes on top of v0.25.0.
Bug Fixes
Section titled “Bug Fixes”- *…
链接：https://github.com/vllm-project/vllm/releases/tag/v0.25.1
Goose v1.43.0
Section titled “Goose v1.43.0”✨ Features
Section titled “✨ Features”- Reconnect desktop ACP sessions after sleep and connection loss #10411
- Per-message usage stats UI (tokens, cost, TTFT, tok/s) [#1021…
链接：https://github.com/aaif-goose/goose/releases/tag/v1.43.0
OpenAI Codex CLI rust-v0.145.0-alpha.12
Section titled “OpenAI Codex CLI rust-v0.145.0-alpha.12”Release 0.145.0-alpha.12
…
链接：https://github.com/openai/codex/releases/tag/rust-v0.145.0-alpha.12
Financing the AI boom: from cash flows to debt [pdf]
Section titled “Financing the AI boom: from cash flows to debt [pdf]”Article URL: https://www.bis.org/publ/bisbull120.pdf Comments URL: https://news.ycombinator.com/item?id=48913443 Points: 77
Comments: 28
Section titled “Comments: 28”Are we offloading too much of our thinking to AI?
Section titled “Are we offloading too much of our thinking to AI?”Article URL: https://www.artfish.ai/p/offloading-thinking-to-ai Comments URL: https://news.ycombinator.com/item?id=48908178 Points: 376
Comments: 376
Section titled “Comments: 376”Proof of care in the age of AI
Section titled “Proof of care in the age of AI”Article URL: https://jacobfilipp.com/care/ Comments URL: https://news.ycombinator.com/item?id=48906125 Points: 169
Comments: 102
Section titled “Comments: 102”Guardian Angels: LLM Personalization for Productivity and Security
Section titled “Guardian Angels: LLM Personalization for Productivity and Security”Article URL: https://gwern.net/guardian-angel Comments URL: https://news.ycombinator.com/item?id=48906041 Points: 55
Comments: 7
Section titled “Comments: 7”Show HN: I RL-trained an agent that trains models with RL (for ~$1.3k)
Section titled “Show HN: I RL-trained an agent that trains models with RL (for ~$1.3k)”Article URL: https://github.com/Danau5tin/ai-trains-ai Comments URL: https://news.ycombinator.com/item?id=48905919 Points: 96
Comments: 42
Section titled “Comments: 42”How to stop Claude from saying load-bearing
Section titled “How to stop Claude from saying load-bearing”Article URL: https://jola.dev/posts/how-to-stop-claude-from-saying-load-bearing Comments URL: https://news.ycombinator.com/item?id=48905248 Points: 429
Comments: 492
Section titled “Comments: 492”Codex starts encrypting sub-agent prompts
Section titled “Codex starts encrypting sub-agent prompts”Article URL: https://github.com/openai/codex/issues/28058 Comments URL: https://news.ycombinator.com/item?id=48905028 Points: 408
Comments: 240
Section titled “Comments: 240”Demis Hassabis has a plan to harness AI safely
Section titled “Demis Hassabis has a plan to harness AI safely”https://xcancel.com/i/article/2076957440109625718https://www.economist.com/business/2026/07/14/demis-hassabis…, https://archive.ph/GOUcN
Comments URL: https://news.ycombinator.com/item?id=48904095 Points: 135