AI 速递 2026-07-23
生成时间：2026/7/23 09:42:51（UTC: 2026-07-23T01:42:51.465Z）
ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU
Section titled “ABot-World-0: Infinite Interactive World Rollout on a Single Desktop GPU”👍 166 · arXiv
We present ABot-World-0, an action-conditioned video world model for real-time, long-horizon closed-loop interaction, supported by a multi-source data infrastructure spanning AAA games, simulation eng…
TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs
Section titled “TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs”👍 157 · arXiv
Video multimodal large language models (MLLMs) can describe what happens in a video, but rarely identify when the supporting evidence occurs. We study generalist video temporal grounding, in which one…
DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines
Section titled “DataFlow-Harness: A Grounded Code-Agent Platform for Constructing Editable LLM Data Pipelines”👍 120 · arXiv
Large language models (LLMs) are increasingly used to automate data-processing workflows, yet coding agents typically produce scripts that are not automatically materialized as persistent, editable pl…
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment
Section titled “DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment”👍 86 · arXiv
Training tool-use agents to improve from their own experience remains challenging, as supervised fine-tuning relies on fixed teacher-distilled trajectories, while sparse-reward reinforcement learning …
EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World
Section titled “EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World”👍 83 · arXiv
This paper introduces EvolvingWorld, a framework and benchmark for character and world co-evolution in interactive literary worlds. Existing systems either treat interactive literary simulation as sta…
LangChain langchain-openrouter==0.2.7
Section titled “LangChain langchain-openrouter==0.2.7”Changes since langchain-openrouter==0.2.6
release(openrouter): 0.2.7 (#39022) chore(model-profiles): refresh model profile data (#39010) chore(model-profiles): refresh model profile data (#38990) cho…
链接：https://github.com/langchain-ai/langchain/releases/tag/langchain-openrouter%3D%3D0.2.7
Ollama v0.32.3-rc0
Section titled “Ollama v0.32.3-rc0”What’s Changed
Section titled “What’s Changed”- mlx update by @dhiltgen in https://github.com/ollama/ollama/pull/17332
- model/parsers: finalize incomplete GLM tool calls by @dhiltgen in https://github.com/ollama/ollama/pull/1…
链接：https://github.com/ollama/ollama/releases/tag/v0.32.3-rc0
OpenAI Codex CLI rust-v0.146.0-alpha.4
Section titled “OpenAI Codex CLI rust-v0.146.0-alpha.4”Release 0.146.0-alpha.4
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链接：https://github.com/openai/codex/releases/tag/rust-v0.146.0-alpha.4
Are AI Labs Pelicanmaxxing?
Section titled “Are AI Labs Pelicanmaxxing?”Article URL: https://dylancastillo.co/posts/pelicanmaxxing.html Comments URL: https://news.ycombinator.com/item?id=49010129 Points: 394
Comments: 153
Section titled “Comments: 153”Most Americans say “not in my backyard” to AI data centers
Section titled “Most Americans say “not in my backyard” to AI data centers”Article URL: https://www.redfin.com/news/ai-data-centers-opposition-education-benefit/ Comments URL: https://news.ycombinator.com/item?id=49007525 Points: 129
Comments: 280
Section titled “Comments: 280”Quality non-fiction books are the antithesis of AI slop
Section titled “Quality non-fiction books are the antithesis of AI slop”https://book-prize-index.vercel.app/
Comments URL: https://news.ycombinator.com/item?id=49007247 Points: 146
Comments: 75
Section titled “Comments: 75”Businesses with ugly AI menu redesigns
Section titled “Businesses with ugly AI menu redesigns”Article URL: https://blog.fiddery.com/businesses-with-ugly-ai-menu-redesigns/ Comments URL: https://news.ycombinator.com/item?id=49005973 Points: 179
Comments: 146
Section titled “Comments: 146”OpenAI says its AI went rogue and launched ‘unprecedented’ cyber-attack
Section titled “OpenAI says its AI went rogue and launched ‘unprecedented’ cyber-attack”Article URL: https://www.bbc.com/news/articles/c3ek3gvdnj3o Comments URL: https://news.ycombinator.com/item?id=49005398 Points: 75
Comments: 99
Section titled “Comments: 99””Drawing” the Mona Lisa with GPT-5.6, Claude, Gemini, and Grok
Section titled “”Drawing” the Mona Lisa with GPT-5.6, Claude, Gemini, and Grok”Article URL: https://www.tryai.dev/blog/ai-drawing-arena-colored-pencils-claude-gpt-grok Comments URL: https://news.ycombinator.com/item?id=48998404 Points: 246
Comments: 103
Section titled “Comments: 103”Five tech giants are hiding $1.6T in AI debt, using the trick that toppled Enron
Section titled “Five tech giants are hiding $1.6T in AI debt, using the trick that toppled Enron”Article URL: https://thenextweb.com/news/tech-giants-hidden-off-balance-sheet-debt-ai Comments URL: https://news.ycombinator.com/item?id=48996760 Points: 98
Comments: 19
Section titled “Comments: 19”Judge approves $1.5B Anthropic settlement for pirated books used to train Claude
Section titled “Judge approves $1.5B Anthropic settlement for pirated books used to train Claude”Article URL: https://apnews.com/article/ai-anthropic-copyright-settlement-claude-books-bartz-74b140444023898aeba8579b6e9f0d63 Comments URL: https://news.ycombinator.com/item?id=48996652 Points: 546