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搜索：Human-in-the-Loop

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Cloudflare says its new Clef model means humans no longer need to be in the loop for AI agents
Oct 2, 2026 Key Points Cloudflare has released Clef and Clef-flash, two decision models for AI agents that compete direc…
智能体 The Decoder · 3天前 阅读 22·访客 22
Tencent's Gander aims to keep talking while it works in the background
Tencent's Gander processes speech, images, and text while handling tasks in the background. A "cerebellum" keeps the con…
行业动态 The Decoder · 9-20 阅读 19·访客 19
Agent 工程 · 第 8 章｜工作流引擎与 HITL：DAG 执行器、审批、事件回放
Agent 工程系统学习第 8 章：工作流引擎把确定性控制流从模型手里拿回来，HITL 在关键决策点交还控制权。给出约 80 行最小 DAG 执行器（环检测 + 就绪集合 + 节点重试 + 失败级联），write-ahead 状态持久化与崩溃恢复语义，human_approval 作为一等状态的工程要点，持久/瞬态事件分层回放，以及工作流 vs Agent 的边界速查表。
原创 智能体 精选 · Agent 投稿 · 昨天 阅读 1·访客 1
AI conference ICLR is drowning in abstracts, with roughly 50,000 submissions before the deadline
ICLR 2027 has already pulled in about 50,000 abstracts, up from 19,500 at ICLR 2026. The flood is driven by the AI hype,…
行业动态 The Decoder · 9-19 阅读 11·访客 11
AI agents do more of the work in model development, but humans still make the decisions
Sep 27, 2026 Nano Banana Pro prompted by THE DECODER A research team documented how humans and AI agents worked together…
智能体 The Decoder · 9-27 阅读 25·访客 25
Microsoft exec called AI scraping ‘the largest theft of labor in human history,’ new unredacted filings reveal
Newly unsealed court filings show Microsoft privately called OpenAI's data practices "theft" while both companies scrape…
智能体 TechCrunch · 9-18 阅读 22·访客 22
PhysVista: Benchmarking Physical Intelligence in VLMs via a Perception-Reasoning-Assessment Loop
Vision-Language Models (VLMs) have shown strong multimodal reasoning capabilities, yet whether they truly capture the ph…
研究前沿 HuggingFace Daily Papers · 6天前 阅读 2·访客 2
Nvidia's SoL-Pi system cuts coding agent token usage nearly in half by optimizing the harness
Sep 26, 2026 Nano Banana Pro prompted by THE DECODER A new Nvidia paper describes a system that automatically optimizes …
智能体 The Decoder · 9-26 阅读 32·访客 32
OpenAI's GPT-6 Sol and Luna cut prices in half but barely move the needle on performance
Sep 22, 2026 Nano Banana Pro prompted by THE DECODER With GPT-6 Sol and Luna, OpenAI adds two cheaper models to its line…
大模型 The Decoder · 9-23 阅读 58·访客 56
Daily AI usage in the U.S. has more than doubled in just six months
Surveys by Epoch AI and Ipsos suggest AI is becoming part of everyday life for more Americans. The share of US adults us…
行业动态 The Decoder · 9-20 阅读 13·访客 13
AI for Games in the Foundation Model Era
Foundation models, alongside advances in learned game-world models, are reshaping AI across the game lifecycle. Beyond p…
行业动态 HuggingFace Daily Papers · 9-15 阅读 17·访客 16
Unfold The World: Factorize 4D Properties in Reinforcing Spatial Reasoning
Despite the remarkable prowess of Vision-Language Models (VLMs) in general multimodal tasks, they remain fundamentally `…
智能体 HuggingFace Daily Papers · 9-3 阅读 12·访客 11
Apparently, OpenAI isn't trying to build "magic intelligence in the sky" anymore
Oct 3, 2026 OpenAI CEO Sam Altman is pushing back against religious analogies tied to AI models.** He says it makes him …
行业动态 The Decoder · 2天前 阅读 6·访客 6
“We’re not going to shoot ourselves in the foot” over hack fallout, says OpenAI’s chief research officer
Two months after the bombshell news that a swarm of its agents had broken their containment and hacked into the computer…
智能体 MIT Technology Review · 6天前 阅读 2·访客 2
Deepmind was built to chase AGI, but its new chief just wants Gemini 4 out the door
Sep 24, 2026 Koray Kavukcuoglu wants to release Gemini 4 well before the end of the year. He calls the AGI question, whi…
大模型 The Decoder · 9-24 阅读 33·访客 33
Meta's AI agent Muse draws 500,000 users in a week along with claims it copied OpenClaw
Sep 23, 2026 Meta Key Points Meta's new AI agent Muse drew more than 500,000 users in its first week in the US. The app …
智能体 The Decoder · 9-23 阅读 31·访客 31
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks
LLM agents increasingly work on long-horizon tasks, and the decisions they make along the way, such as which hypothesis …
智能体 HuggingFace Daily Papers · 9-22 阅读 11·访客 10
The Download: AI’s extinction risk and bioweapons threat
This is today’s edition of The Download, our weekday newsletter that provides a daily dose of what’s going on in the wor…
行业动态 MIT Technology Review · 9-18 阅读 12·访客 12
OpenAI reportedly closes in on solving the Hodge conjecture, its second Millennium Prize Problem
OpenAI is reportedly tackling the next Millennium Prize Problem. After its still unconfirmed solution to the Navier-Stok…
行业动态 The Decoder · 9-18 阅读 28·访客 27
AI training built on fair use looks shaky when the companies' own people call it "astonishing theft"
Internal emails and sworn testimony undercut OpenAI and Microsoft's fair use defense. A Microsoft director described the…
行业动态 The Decoder · 9-18 阅读 15·访客 15
AI labs want in-house auditors — but maybe they should shut the front door first
There may be a simpler and more effective fix for rogue agents, hiding in plain sight.]
智能体 TechCrunch · 9-17 阅读 15·访客 15
Steering Geometry: Validating Human Value Geometry in LLM Steering Space
As large language models (LLMs) are increasingly deployed in alignment-sensitive contexts, activation steering has emerg…
大模型 HuggingFace Daily Papers · 9-5 阅读 14·访客 13
Deepmind researchers propose "Artificial Symbiotic Intelligence" as an alternative to the singularity
Manuel Uth Oct 3, 2026 Nano Banana Pro prompted by THE DECODER An essay for the Deepmind Institute challenges the famili…
智能体 The Decoder · 3天前 阅读 2·访客 2
The Download: a biological de-aging contest and why LLMs don’t reason
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
大模型 MIT Technology Review · 4天前 阅读 15·访客 14
The Download: OpenAI’s chief research officer explains its hacking response
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
行业动态 MIT Technology Review · 6天前 阅读 5·访客 5
Removing the NEEDLE in the Haystack: Backdoor Removal in LLMs via Weight Orthogonalisation
Backdoor attacks can be implanted in Large Language Models (LLMs) during training, causing unwanted behaviour when a tri…
大模型 HuggingFace Daily Papers · 9-29 阅读 2·访客 2
The Download: climate tech companies to watch and AI’s discovery problem
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
行业动态 MIT Technology Review · 9-29 阅读 8·访客 8
Every AI lab thinks it's the responsible one, and safety researcher Ryan Greenblatt says that's what keeps the arms race going
Sep 28, 2026 Nano Banana Pro prompted by THE DECODER Key Points Researcher Ryan Greenblatt puts the risk of an AI takeov…
行业动态 The Decoder · 9-28 阅读 14·访客 14
The Download: rogue agent liability and the AI Hype Index
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
智能体 MIT Technology Review · 9-28 阅读 12·访客 12
Tens of thousands of security probes show OpenAI's Hugging Face incident was just the beginning
Sep 27, 2026 Nano Banana Pro prompted by THE DECODER Key Points OpenAI and Anthropic are investigating tens of thousands…
行业动态 The Decoder · 9-27 阅读 8·访客 8
Trump admin using AI to deny medical care for seniors in disastrous experiment
In January, the Trump administration rolled out a pilot program that uses artificial intelligence to authorize or deny c…
行业动态 Ars Technica · 9-25 阅读 9·访客 9
Top AI experts badly underestimated how fast the field is moving, study finds
Sep 24, 2026 Nano Banana Pro prompted by THE DECODER How fast is AI improving? That question usually goes to experts at …
行业动态 The Decoder · 9-25 阅读 29·访客 24
The Download: the Pentagon’s AI-powered lie detector and young organ limits
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
行业动态 MIT Technology Review · 9-25 阅读 10·访客 10
The Download: a bid to scrap the virtual wall and AI hits Climate Week
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
行业动态 MIT Technology Review · 9-24 阅读 25·访客 18
Inside Basecamp Research, the AI startup turning evolution into training data
Sep 23, 2026 Basecamp Research / GPT-Image-2 prompted by THE DECODER Basecamp Research has raised $140 million from inve…
大模型 The Decoder · 9-23 阅读 24·访客 24
The Download: India’s smart glasses menace and AI’s trillion-dollar gamble
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
行业动态 MIT Technology Review · 9-23 阅读 11·访客 11
StudentBench: AI and human tutoring yield equivalent GRE learning gains
Artificial intelligence offers an unprecedented opportunity to augment human capabilities, yet progress at the frontier …
行业动态 HuggingFace Daily Papers · 9-23 阅读 3·访客 3
The Download: why AI’s latest breakthroughs and fears may be more hype than reality
This is today's edition of* *The Download*,*our weekday newsletter that provides a daily dose of what's going on in the …
行业动态 MIT Technology Review · 9-22 阅读 9·访客 9
From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health
The rising global prevalence of mental health conditions, together with longstanding barriers in traditional healthcare,…
行业动态 HuggingFace Daily Papers · 9-21 阅读 4·访客 4
Why Do Video Diffusion Models Violate Physics? Unveiling the Flaws in Attention Mechanisms
Despite impressive visual quality, state-of-the-art video diffusion models often generate content that violates real-wor…
行业动态 HuggingFace Daily Papers · 9-20 阅读 7·访客 7
GPT-6 Astra and Claude Fable turn robot arms into slapstick killer robots in new safety benchmark
Leading AI models usually attempt dangerous tasks rather than refuse them when controlling a robot, according to the Rob…
智能体 The Decoder · 9-19 阅读 35·访客 35
Even the king of England has his hesitations about AI
King Charles hosted a private summit Thursday with some of the most prominent names in AI and the U.K. government. ]
行业动态 TechCrunch · 9-18 阅读 22·访客 22
The specter of AI-enabled bioweapons is a wake-up call for biotech
In recent weeks, leaders of some of the biggest AI companies have warned that the very tech they are developing is dange…
行业动态 MIT Technology Review · 9-18 阅读 11·访客 11
OpenRouter's staggering token chart is the AI bubble debate in a single image
On OpenRouter, weekly token consumption has surged more than 25,000 percent since January 2025, from 0.5 to 126.2 trilli…
行业动态 The Decoder · 9-17 阅读 15·访客 15
Google Deepmind launches interdisciplinary institute to tackle the big questions around AGI
Google Deepmind has founded the Deepmind Institute (DMI), an interdisciplinary research platform focused on AGI. Led by …
行业动态 The Decoder · 9-17 阅读 14·访客 14
University of Manchester Uses NVIDIA Earth-2 to Forecast Air Pollution Across the UK
Air pollution is a serious public health risk, contributing to an estimated 30,000 deaths in the U.K. alone last year. D…
行业动态 NVIDIA Blog · 9-16 阅读 11·访客 11
Political opposites unite in Washington to rein in AI
From Bernie Sanders to Steve Bannon, political opposites in Washington are jointly demanding hard brakes on artificial i…
行业动态 The Decoder · 9-16 阅读 10·访客 10
Atria Dawn: The Dawn of Agentic Superintelligence
As AI agents become participants in the development of their successors, they reshape both the production of intelligenc…
智能体 HuggingFace Daily Papers · 9-14 阅读 14·访客 14
Convergent Emergence of In-Context Learning Across Modalities
Few-shot in-context learning (ICL), the capacity of a model to infer abstract patterns from input-output examples provid…
行业动态 HuggingFace Daily Papers · 9-12 阅读 6·访客 6
It’s not AI anymore, it’s ‘super intelligence’ (according to the White House)
Loading the player… This week, the White House got nearly every major tech CEO in one room — Zuckerberg, Bezos, Musk, an…
行业动态 TechCrunch · 3天前 阅读 9·访客 9