AI 速递 2026-06-18
生成时间：2026/6/18 10:32:21（UTC: 2026-06-18T02:32:21.702Z）
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling
Section titled “LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling”👍 117 · arXiv
Looped Transformers scale latent computation by repeatedly applying shared blocks, but sequential looping increases latency and KV-cache memory with the loop count. Parallel loop Transformers (PLT) al…
Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale
Section titled “Ling and Ring 2.6 Technical Report: Efficient and Instant Agentic Intelligence at Trillion-Parameter Scale”👍 70 · arXiv
Efficient and scalable agentic intelligence requires models that can deliver both low-latency responses and strong reasoning capabilities while remaining practical to train, serve, and deploy. In this…
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients
Section titled “Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients”👍 42 · arXiv
Knowledge distillation transfers a teacher’s competence to a small student but is brittle in the small-student regime: forcing the student to imitate logits from a much larger teacher concentrates it …
ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining
Section titled “ACE-Ego-0: Unifying Egocentric Human and Robotic Data for VLA Pretraining”👍 40 · arXiv
Vision-Language-Action (VLA) models benefit from large-scale and diverse embodied data, yet scaling robot trajectory collection is costly and labor-intensive. Recent advances show that large-scale ego…
GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?
Section titled “GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?”👍 37 · arXiv
Game generation is an emerging application of coding agents, requiring models to transform natural-language specifications into playable interactive systems. Unlike traditional coding tasks, game gene…
OpenClaw v2026.6.8
Section titled “OpenClaw v2026.6.8”2026.6.8
Section titled “2026.6.8”Highlights
Section titled “Highlights”- Richer channel delivery: Telegram and WhatsApp are less brittle: Telegram renders structured text with tables, lists, expandable blockquotes, preserved intentional l…
链接：https://github.com/openclaw/openclaw/releases/tag/v2026.6.8
Ollama v0.30.10
Section titled “Ollama v0.30.10”What’s Changed
Section titled “What’s Changed”- models: add Cohere2MoE model by @jmorganca in https://github.com/ollama/ollama/pull/16670
- llama: update llama.cpp to b9672 by @pdevine in https://github.com/ollama/ollama/pull…
链接：https://github.com/ollama/ollama/releases/tag/v0.30.10
Goose v1.38.0
Section titled “Goose v1.38.0”✨ Features
Section titled “✨ Features”- Opt-in ACP last message snippets for sessions #9798
- Unified OTLP logging schema for cross-tool detection [#9713](https://github.com/…
链接：https://github.com/aaif-goose/goose/releases/tag/v1.38.0
OpenAI Codex CLI rust-v0.141.0-alpha.7
Section titled “OpenAI Codex CLI rust-v0.141.0-alpha.7”Release 0.141.0-alpha.7
…
链接：https://github.com/openai/codex/releases/tag/rust-v0.141.0-alpha.7
A robot is sprinting towards you. Do you want it running on Claude or Grok?
Section titled “A robot is sprinting towards you. Do you want it running on Claude or Grok?”Article URL: https://openrouter.ai/blog/insights/royale-last-agent-standing/ Comments URL: https://news.ycombinator.com/item?id=48576824 Points: 177
Comments: 145
Section titled “Comments: 145”The hacker sent by Anthropic to calm the government’s nerves about AI safety
Section titled “The hacker sent by Anthropic to calm the government’s nerves about AI safety”Readable: https://www.wsj.com/tech/ai/anthropic-mythos-safety-nicholas…
Comments URL: https://news.ycombinator.com/item?id=48575451 Points: 72
Comments: 77
Section titled “Comments: 77”Using AI to improve a challenging reaction in medicinal chemistry
Section titled “Using AI to improve a challenging reaction in medicinal chemistry”Article URL: https://openai.com/index/ai-chemist-improves-reaction/ Comments URL: https://news.ycombinator.com/item?id=48573757 Points: 50
Comments: 18
Section titled “Comments: 18”The Competitive Moat That AI Can’t Replicate
Section titled “The Competitive Moat That AI Can’t Replicate”Article URL: https://ghostinthedata.info/posts/2026/2026-06-13-human-connection-moat/ Comments URL: https://news.ycombinator.com/item?id=48573435 Points: 130
Comments: 107
Section titled “Comments: 107”Only 16 Percent of Americans Think AI Will Have a Positive Impact on Society
Section titled “Only 16 Percent of Americans Think AI Will Have a Positive Impact on Society”Article URL: https://techcrunch.com/2026/06/17/only-16-percent-of-americans-think-ai-will-have-a-positive-impact-on-society-a-new-study-shows/ Comments URL: https://news.ycombinator.com/item?id=48573332 Points: 370
Comments: 451
Section titled “Comments: 451”Launch HN: Adam (YC W25) – Open-Source AI CAD
Section titled “Launch HN: Adam (YC W25) – Open-Source AI CAD”Hey HN! I’m Zach from Adam (https://adam.new/). We’re building AI agents for mechanical CAD software. We’ve built the company on two fundamental beliefs:- AI will be the primary medium for creating mechanical designs just like it is in software today.- The best paradigm for CAD generation is to gene
TREX: An AI code reviewer that runs your code
Section titled “TREX: An AI code reviewer that runs your code”Article URL: https://www.greptile.com/blog/trex-code-execution Comments URL: https://news.ycombinator.com/item?id=48571851 Points: 51
Comments: 10
Section titled “Comments: 10”Pentagon boasts of using AI to write reports mandated by Congress (1.5mil users)
Section titled “Pentagon boasts of using AI to write reports mandated by Congress (1.5mil users)”Article URL: https://arstechnica.com/ai/2026/06/pentagon-boasts-of-using-ai-to-write-reports-mandated-by-congress/ Comments URL: https://news.ycombinator.com/item?id=48571016 Points: 69