AI 速递 2026-06-28
生成时间：2026/6/28 10:12:16（UTC: 2026-06-28T02:12:16.638Z）
Are We Ready For An Agent-Native Memory System?
Section titled “Are We Ready For An Agent-Native Memory System?”👍 104 · arXiv
Memory for large language model (LLM) agents has rapidly evolved from simple retrieval-augmented mechanisms into a data management system that supports persistent information storage, retrieval, updat…
DanceOPD: On-Policy Generative Field Distillation
Section titled “DanceOPD: On-Policy Generative Field Distillation”👍 64 · arXiv
Modern image generation demands a single model that unifies diverse capabilities, including text-to-image (T2I), local editing, and global editing. However, these capabilities are rarely naturally ali…
DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation
Section titled “DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation”👍 62 · arXiv
Open domain subject-driven text-to-video (S2V) generation has drawn significant interest in academia and industry. Open domain S2V mainly involves two scenarios: in-domain, which requires retaining th…
ShutterMuse: Capture-Time Photography Guidance with MLLMs
Section titled “ShutterMuse: Capture-Time Photography Guidance with MLLMs”👍 44 · arXiv
Real-world photography requires capture-time guidance for both camera framing and subject pose. Yet existing aesthetic cropping benchmarks mainly evaluate post-hoc crop prediction and overlook subject…
In-Context World Modeling for Robotic Control
Section titled “In-Context World Modeling for Robotic Control”👍 42 · arXiv
Modern Vision-Language-Action (VLA) models often fail to generalize to novel setups, such as altered camera viewpoints or robot morphologies, because they are typically conditioned only on current obs…
LangChain langchain-fireworks==1.4.3
Section titled “LangChain langchain-fireworks==1.4.3”Changes since langchain-fireworks==1.4.2
release(fireworks): 1.4.3 chore: bump vcrpy from 8.1.1 to 8.2.1 in /libs/partners/fireworks (#38314) chore: bump langsmith from 0.8.16 to 0.8.18 in /libs/part…
链接：https://github.com/langchain-ai/langchain/releases/tag/langchain-fireworks%3D%3D1.4.3
CrewAI 1.15.1
Section titled “CrewAI 1.15.1”What’s Changed
Section titled “What’s Changed”Features
Section titled “Features”- Initialize Git repositories for generated projects (#6364)
- Require explicit CrewAI project definitions (#6358)
- Open deployment page after CLI deploy (#6343)
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链接：https://github.com/crewAIInc/crewAI/releases/tag/1.15.1
OpenAI Codex CLI rust-v0.143.0-alpha.29
Section titled “OpenAI Codex CLI rust-v0.143.0-alpha.29”Release 0.143.0-alpha.29
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链接：https://github.com/openai/codex/releases/tag/rust-v0.143.0-alpha.29
SoftBank’s CEO isn’t the only one with questions about Elon Musk’s orbital data center hype
Section titled “SoftBank’s CEO isn’t the only one with questions about Elon Musk’s orbital data center hype”Not everyone is buying Elon Musk’s vision for orbital data centers.
Apple Vision Pro exec is reportedly leaving for OpenAI
Section titled “Apple Vision Pro exec is reportedly leaving for OpenAI”Paul Meade, the Apple vice president in charge of the Vision Pro headset, is reportedly leaving the company to join OpenAI’s hardware team.
The fittest founder in the room got cancer. Here’s how he used AI to fight back.
Section titled “The fittest founder in the room got cancer. Here’s how he used AI to fight back.”When confronted with cancer, Connor Christou fed everything tied tied to his regime — blood results, scan data, wearable output, journal entries — into Claude.
Asian AI startups launch Mythos-like models as Anthropic’s export ban drags on
Section titled “Asian AI startups launch Mythos-like models as Anthropic’s export ban drags on”New models are launching in Asia that promise Mythos-like capabilities without fear of an export ban. U.S. AI labs may never recover this enormous market.
Trump Admin releases Anthropic Mythos to be used by more than 100 US companies, agencies
Section titled “Trump Admin releases Anthropic Mythos to be used by more than 100 US companies, agencies”Over 100 companies and government agencies are reportedly authorized to use Mythos 5, including their non-American employees.
OpenAI limits GPT-5.6 rollout after government request, says restrictions shouldn’t be the norm
Section titled “OpenAI limits GPT-5.6 rollout after government request, says restrictions shouldn’t be the norm”“We don’t believe this kind of government access process should become the long-term default,” says OpenAI. “It keeps the best tools from users, developers, enterprises, cyber defenders, and global partners who need them.”
OpenAI poaches Uber India chief to lead its biggest market outside the US
Section titled “OpenAI poaches Uber India chief to lead its biggest market outside the US”The hire marks OpenAI’s latest push into India, expanding offices, partnerships and hiring.
Why everyone from OpenAI to SpaceX is building their own chips (and turning up the heat on Nvidia)
Section titled “Why everyone from OpenAI to SpaceX is building their own chips (and turning up the heat on Nvidia)”Nvidia has dominated the AI chip market for years, but the era of total dependence might be ending. OpenAI just shared its plans to spice things up with Jalapeño, its custom inference chip built with Broadcom, joining Google, Apple, and SpaceX in a growing list of companies building