AI 速递 2026-06-19
生成时间：2026/6/19 10:48:05（UTC: 2026-06-19T02:48:05.269Z）
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
Section titled “Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games”👍 38 · arXiv
Deploying multimodal foundation models as closed-loop policies increasingly requires conditioning actions on observations that are no longer visible. However, existing benchmarks either expose the ful…
MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction
Section titled “MolmoMotion: Forecasting Point Trajectories in 3D with Language Instruction”👍 35 · arXiv
Motion forecasting is central to visual intelligence: agents must anticipate how objects will move in order to plan actions, reason about physical interactions, and synthesize realistic futures. We ar…
Kairos: A Native World Model Stack for Physical AI
Section titled “Kairos: A Native World Model Stack for Physical AI”👍 29 · arXiv
World models are transitioning from passive visual generators to foundational, operational infrastructure for Physical AI: they must natively acquire world knowledge from heterogeneous experience, mai…
Guava: An Effective and Universal Harness for Embodied Manipulation
Section titled “Guava: An Effective and Universal Harness for Embodied Manipulation”👍 23 · arXiv
Language models trained on large-scale vision-language data have demonstrated strong potential for embodied agents. Harnessing models through embodied tools use offers a promising alternative to end-t…
EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts
Section titled “EfficientRollout: System-Aware Self-Speculative Decoding for RL Rollouts”👍 18 · arXiv
Reinforcement learning (RL) has become a representative post-training paradigm for LLMs, enabling strong reasoning and agentic capabilities. However, rollout generation remains a dominant latency bott…
LangChain langchain==1.3.10
Section titled “LangChain langchain==1.3.10”Changes since langchain==1.3.9
release(langchain): 1.3.10 (#38255) chore: bump cryptography from 46.0.7 to 48.0.1 in /libs/langchain_v1 (#38176) chore: bump aiohttp from 3.14.0 to 3.14.1 in /libs/lan…
链接：https://github.com/langchain-ai/langchain/releases/tag/langchain%3D%3D1.3.10
Ollama v0.30.10
Section titled “Ollama v0.30.10”What’s Changed
Section titled “What’s Changed”- Command A and North family models now run on Apple Silicon with the MLX engine
- Updated the underlying llama.cpp engine to build 9672
- Fixed build artifacts for MLX
**Ful…
链接：https://github.com/ollama/ollama/releases/tag/v0.30.10
CrewAI 1.14.8a2
Section titled “CrewAI 1.14.8a2”What’s Changed
Section titled “What’s Changed”Features
Section titled “Features”- Add single agent action to Flow definitions
- Validate flow CEL expressions at definition load time
Documentation
Section titled “Documentation”- Add Datadog integration guide with importable…
链接：https://github.com/crewAIInc/crewAI/releases/tag/1.14.8a2
Continue v2.1.0-vscode
Section titled “Continue v2.1.0-vscode”…
链接：https://github.com/continuedev/continue/releases/tag/v2.1.0-vscode
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
Section titled “OpenAI Codex CLI rust-v0.141.0”New Features
Section titled “New Features”- Remote executors now use authenticated, end-to-end encrypted Noise relay channels. (#26242, #26245)
- Cross-platform remote execution now preserves executor-native working directori…
链接：https://github.com/openai/codex/releases/tag/rust-v0.141.0
Source: Elastic agrees to buy CRV-backed DeductiveAI for up to $85M
Section titled “Source: Elastic agrees to buy CRV-backed DeductiveAI for up to $85M”DeductiveAI, a startup that uses AI to catch and resolve bugs in software, was founded just three years ago.
AI inference startup Baseten reportedly raising $1.5B months after its last mega-round
Section titled “AI inference startup Baseten reportedly raising $1.5B months after its last mega-round”Startup Baseten is reportedly close to finalizing a $1.5 billion round at a $13 billion as the “inference gold rush” marches on.
Snap spins off AI video team into new company, Dotmo, due to costs
Section titled “Snap spins off AI video team into new company, Dotmo, due to costs”The Snapchat maker is spinning off yet another internal unit. Dotmo will be composed of current Snap staff who are leaving the social media company to focus on AI video development.
OpenAI is bringing on some big guns in the lead-up to its IPO
Section titled “OpenAI is bringing on some big guns in the lead-up to its IPO”OpenAI is bulking up before its IPO, landing Transformer co-inventor Noam Shazeer from Google DeepMind and former Trump AI policy official Dean Ball in the same week.
Almost half of US singles feel negatively about AI in dating, Match says
Section titled “Almost half of US singles feel negatively about AI in dating, Match says”About 47% of singles look negatively at the use of AI in dating — but many dating app users are open to AI helping with profile punch-ups and conversation starters.
Amazon hopes to challenge Nvidia more directly by selling its AI chips
Section titled “Amazon hopes to challenge Nvidia more directly by selling its AI chips”AWS is in talks to sell its chips to other data centers. CEO Andy Jassy has said this represents a $50 billion opportunity for the company.
AI data centers just got a government-mandated fast lane to the grid
Section titled “AI data centers just got a government-mandated fast lane to the grid”FERC told grid operators to give data centers a fast lane for interconnections, but it failed to address electricity supply shortages.
The smartphone era created an attention crisis. Slowtech is fixing it
Section titled “The smartphone era created an attention crisis. Slowtech is fixing it”“People just really want to take back control of their time, their lives, their attention… They’re down for whatever helps them do that.”