AI 速递 2026-07-02
生成时间：2026/7/2 10:03:51（UTC: 2026-07-02T02:03:51.040Z）
Orca: The World is in Your Mind
Section titled “Orca: The World is in Your Mind”👍 177 · arXiv
We introduce Orca, an initial instantiation of a general world foundation model. Orca learns a unified world latent space from multimodal world signals and exposes it through multimodal readout interf…
Dockerless: Environment-Free Program Verifier for Coding Agents
Section titled “Dockerless: Environment-Free Program Verifier for Coding Agents”👍 86 · arXiv
Program verifiers play a central role in training coding agents, including selecting trajectories for supervised fine-tuning (SFT) and providing rewards for reinforcement learning (RL). Standard execu…
DOPD: Dual On-policy Distillation
Section titled “DOPD: Dual On-policy Distillation”👍 76 · arXiv
On-policy distillation (OPD) offers superior capacity transfer by supervising student-sampled trajectories with dense token-level signals. To furnish high-quality supervision sources and thereby eleva…
BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding
Section titled “BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding”👍 67 · arXiv
Speculative decoding accelerates inference by using a lightweight draft model to generate candidate tokens in parallel, and are then verified by the target model, enabling lossless acceleration. Recen…
Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models
Section titled “Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models”👍 41 · arXiv
Embodied Vision-Language-Action (VLA) models are typically obtained by fine-tuning powerful pretrained VLMs on robotics data, yet it is unclear how much commonsense and factual knowledge they retain a…
OpenClaw v2026.6.11
Section titled “OpenClaw v2026.6.11”We heard the feedback. v2026.6.11 focuses on the rough edges that make OpenClaw feel less dependable, with fixes for misplaced replies, stuck sends, reconnects, model setup failures, and safer admin d…
链接：https://github.com/openclaw/openclaw/releases/tag/v2026.6.11
Ollama v0.31.1
Section titled “Ollama v0.31.1”Faster Gemma 4 on Apple Silicon
Section titled “Faster Gemma 4 on Apple Silicon”链接：https://github.com/ollama/ollama/releases/tag/v0.31.1
CrewAI 1.15.2a2
Section titled “CrewAI 1.15.2a2”What’s Changed
Section titled “What’s Changed”Features
Section titled “Features”- Add aiobotocore to the bedrock extra
- Document flow agent options
- Add text helper to flow skill example
- Add text helper for flow CEL prompts
- Add streaming docs…
链接：https://github.com/crewAIInc/crewAI/releases/tag/1.15.2a2
OpenAI Codex CLI rust-v0.143.0-alpha.33
Section titled “OpenAI Codex CLI rust-v0.143.0-alpha.33”Release 0.143.0-alpha.33
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链接：https://github.com/openai/codex/releases/tag/rust-v0.143.0-alpha.33
SpaceX has an AI device prototype, and it sure sounds phone-ish
Section titled “SpaceX has an AI device prototype, and it sure sounds phone-ish”SpaceX reportedly showed investors a “handset-like” AI device before going public. It could be another signal SpaceX wants to expand into wireless.
Ashton Kutcher leaving Sound Ventures to launch new VC firm with Morgan Beller
Section titled “Ashton Kutcher leaving Sound Ventures to launch new VC firm with Morgan Beller”Sound built its reputation on concentrated, high-conviction bets in category-leading AI labs, while Kutcher’s new fund appears to be chasing the layer underneath those companies — the infrastructure and energy that power them.
Cloudflare’s new policy pushes AI companies to pay for publishers’ content
Section titled “Cloudflare’s new policy pushes AI companies to pay for publishers’ content”Cloudflare is giving AI companies until September 15 to separate web crawlers used for search from those used for AI training and agents, or risk being blocked by default on many publisher sites.
Venice AI becomes a unicorn with $65M Series A as its privacy-first AI platform takes off
Section titled “Venice AI becomes a unicorn with $65M Series A as its privacy-first AI platform takes off”Venice AI is already profitable, with annualized run-rate revenues of over $70 million, CEO Erik Voorhees said.
Gemini Spark, Google’s agentic assistant, is now available on Mac
Section titled “Gemini Spark, Google’s agentic assistant, is now available on Mac”Google’s 24/7 agentic assistant, Gemini Spark, comes to Mac alongside other improvements, like real-time tracking and support for more apps.
Builders Stage agenda revealed: Practical strategies for scaling startups at TechCrunch Disrupt 2026
Section titled “Builders Stage agenda revealed: Practical strategies for scaling startups at TechCrunch Disrupt 2026”The Builders Stage is returning to TechCrunch Disrupt 2026, bringing together 10,000+ founders, startup operators, and investors for practical conversations. and Q&A on what it takes to build and scale successful companies. Register now to save up to $330.
Meta, like SpaceX, looks to turn excess AI compute into cash
Section titled “Meta, like SpaceX, looks to turn excess AI compute into cash”Meta is developing plans for a cloud infrastructure business, selling access to AI compute power and models. The move would pit it against the big cloud providers like Amazon Web Services, Google Cloud, and Microsoft Azure.
The ‘Father of the Internet’ is finally retiring
Section titled “The ‘Father of the Internet’ is finally retiring”Vinton Cerf, one of the creators of the protocols underlying the internet, will step down as Google’s chief internet evangelist next week.