AI 速递 2026-06-07
生成时间：2026/6/7 10:15:25（UTC: 2026-06-07T02:15:25.960Z）
Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution
Section titled “Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution”👍 63 · arXiv
Code language models need repository-level context to resolve imports, APIs, and project conventions. Existing methods inject this knowledge as long inputs (retrieved through RAG or dependency analysi…
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?
Section titled “ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?”👍 42 · arXiv
Role-playing language agents (RPLAs) should play characters whose values and behavior evolve as the story progresses, not maintain a fixed persona. Existing benchmarks measure factual recall at a give…
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration
Section titled “TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration”👍 38 · arXiv
Agents are widely deployed as assistants over documents, tools, and code. However, they typically act only on explicit user requests, which surface only the problems the user has noticed, while many o…
AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints
Section titled “AdaPlanBench: Evaluating Adaptive Planning in Large Language Model Agents under World and User Constraints”👍 36 · arXiv
Planning for real-world problems by language models often involves both world and user constraints, which may not be fully specified upfront and are progressively disclosed through interaction. Howeve…
VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding
Section titled “VideoKR: Towards Knowledge- and Reasoning-Intensive Video Understanding”👍 34 · arXiv
We introduce VideoKR, the first large-scale training corpus specifically designed to strengthen knowledge- and reasoning-intensive video understanding. It comprises 315K video reasoning examples over …
OpenClaw v2026.6.5-beta.2
Section titled “OpenClaw v2026.6.5-beta.2”Highlights
Section titled “Highlights”- QQBot now strips model reasoning/thinking scaffolding before native delivery, preventing raw
<thinking>content from leaking into channel replies. (#89913, #90132) Thanks @openper…
链接：https://github.com/openclaw/openclaw/releases/tag/v2026.6.5-beta.2
LangChain langchain-perplexity==1.3.2
Section titled “LangChain langchain-perplexity==1.3.2”Changes since langchain-perplexity==1.3.1
release(perplexity): 1.3.2 (#37925)
fix(perplexity): serialize ToolMessage and AIMessage.tool_calls (#37911)…
链接：https://github.com/langchain-ai/langchain/releases/tag/langchain-perplexity%3D%3D1.3.2
vLLM v0.22.1
Section titled “vLLM v0.22.1”Highlights
Section titled “Highlights”This release features 8 commits from 6 contributors (1 new)!
v0.22.1 is a patch release on top of v0.22.0 with targeted bug fixes plus a couple of additions: new model support for …
链接：https://github.com/vllm-project/vllm/releases/tag/v0.22.1
Ollama v0.30.6
Section titled “Ollama v0.30.6”New models
Section titled “New models”- Gemma 4 QAT weights: the Gemma 4 family is now optimized with Quantization-Aware Training (QAT) to dramatically reduce memory requirements and maxi…
链接：https://github.com/ollama/ollama/releases/tag/v0.30.6
CrewAI 1.14.7a2
Section titled “CrewAI 1.14.7a2”What’s Changed
Section titled “What’s Changed”Features
Section titled “Features”- Add conversational flow traces support.
- Update conversational flow documentation to utilize
handle_turn. - Surface real
finish_reason, sampling parameters, and …
链接：https://github.com/crewAIInc/crewAI/releases/tag/1.14.7a2
OpenAI Codex CLI rust-v0.138.0-alpha.6
Section titled “OpenAI Codex CLI rust-v0.138.0-alpha.6”Release 0.138.0-alpha.6
…
链接：https://github.com/openai/codex/releases/tag/rust-v0.138.0-alpha.6
Meta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbot
Section titled “Meta confirms 1000s of Instagram accounts were hacked by abusing its AI chatbot”Article URL: https://this.weekinsecurity.com/meta-confirms-thousands-of-instagram-accounts-were-hacked-by-abusing-its-ai-chatbot/ Comments URL: https://news.ycombinator.com/item?id=48427643 Points: 441
Comments: 157
Section titled “Comments: 157”Police in England and Wales told to halt AI use in court statements
Section titled “Police in England and Wales told to halt AI use in court statements”Article URL: https://www.ft.com/content/229e5949-3ebc-4151-8a86-a01b5e259241 Comments URL: https://news.ycombinator.com/item?id=48426022 Points: 144
Comments: 45
Section titled “Comments: 45”US House lawmakers release draft bill to prohibit state AI rules
Section titled “US House lawmakers release draft bill to prohibit state AI rules”Article URL: https://www.reuters.com/business/us-house-lawmakers-release-draft-bill-regulate-ai-2026-06-04/ Comments URL: https://news.ycombinator.com/item?id=48425031 Points: 112
Comments: 72
Section titled “Comments: 72”Meta Keeps Delaying the Release of Its New AI Model to Developers
Section titled “Meta Keeps Delaying the Release of Its New AI Model to Developers”Article URL: https://www.wsj.com/tech/ai/meta-keeps-delaying-the-release-of-its-new-ai-model-to-developers-f8569c8c Comments URL: https://news.ycombinator.com/item?id=48424252 Points: 62
Comments: 22
Section titled “Comments: 22”Ask HN: Why is the HN crowd so anti-AI?
Section titled “Ask HN: Why is the HN crowd so anti-AI?”Genuine question.Over the past six months, there hasn’t been a single day where I’ve checked the HN Best RSS feed without seeing a post about how AI “writes bad code,” “introduces bugs,” “creates technical debt,” or something along those lines.I’ll probably make a lot of enemies by saying this, but
Microsoft wants users to be addicted to Scout, their AI personal assistant
Section titled “Microsoft wants users to be addicted to Scout, their AI personal assistant”Article URL: https://disassociated.com/microsoft-users-addicted-ai-personal-assistant/ Comments URL: https://news.ycombinator.com/item?id=48419023 Points: 69
Comments: 5
Section titled “Comments: 5”Hacker News, Sans AI
Section titled “Hacker News, Sans AI”Article URL: https://elijahpotter.dev/articles/hacker-news-sans-AI Comments URL: https://news.ycombinator.com/item?id=48417916 Points: 179
Comments: 98
Section titled “Comments: 98”Harness engineering: Leveraging Codex in an agent-first world
Section titled “Harness engineering: Leveraging Codex in an agent-first world”Article URL: https://openai.com/index/harness-engineering/ Comments URL: https://news.ycombinator.com/item?id=48416264 Points: 71