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When Traction Becomes Personal Exposure: What The Joonko Guilty Plea Means For Founders
01 / IN FOCUS

Former Joonko CEO Pleads Guilty to Securities Fraud: False Customer and Revenue Statements Result in Personal Liability for the Founder

Crunchbase AI
Tsinghua AI Open-Sources AKV, a Cache Engineering Server for LLM Agents on SGLang
02 / IN FOCUS

Tsinghua University and The Chinese University of Hong Kong jointly open-source AKV: an engineering service system for KV caching tailored to LLM agents.

MarkTechPost
Multi modal perceived conversation success prediction for spontaneous autistic and non-autistic dyadic interactions
03 / IN FOCUS

The study proposes a multimodal approach to predict the successful perception of dyadic conversations between individuals with and without autism.

arXiv cs.CL
Rethinking Structured Generation: Can Graph-Based Reasoning Resolve Ambiguity?
04 / IN FOCUS

The study proposes a new paradigm of fuzzy-aware structured generation driven by graph reasoning.

arXiv cs.CL
An Agentic Approach with Evidence-Grounded Verification for Multimodal Emotion Reasoning in Conversation
05 / IN FOCUS

A new arXiv paper proposes an intelligent agent framework for traceable multimodal emotion reasoning, supporting evidence verification and prompt repair without weight updates.

arXiv cs.CL
Knowledge Graphs Quality Assessment in the Era of LLMs: A Conceptual Framework
06 / IN FOCUS

The study proposes a knowledge graph quality assessment framework for the era of large language models.

arXiv cs.CL
Validating the Comparison, Not Just the Scorer: Why Overall Accuracy Can Mislead in Interactive LLM Evaluation
07 / IN FOCUS

In LLM evaluation, relying solely on the overall F1 score to validate automated scorers carries the risk of misleading results: a new study underscores the need to calibrate for prompt-specific differences.

arXiv cs.CL
From Target Selection to Condition Reuse: Auditing Residual Interventions in Tool-Use Models
08 / IN FOCUS

Research reveals that activation interventions struggle to achieve conditional reuse in tool usage models.

arXiv cs.CL
MisconceptDialogue: Evaluation Criteria Shape Measured Success in LLM Math Tutoring
09 / IN FOCUS

New research reveals serious measurement bias in LLM-based math tutoring assessments: exact-match scoring underestimates effectiveness by nearly 40 percentage points.

arXiv cs.CL
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ClaudeAI Assistants & Search

Claude is an AI assistant launched by Anthropic that can assist with writing, reading materials, analyzing data, and programming through conversation, and can organize some tasks into editable documents, spreadsheets, or presentation files. It’s ideal for individuals and teams who want to connect their ideas, materials, and drafts.

WritingAnalysisProgrammingFree entry availableView details
GeminiAI Assistants & Search

Gemini is Google’s AI assistant, which can assist with writing, planning, organizing information, and analyzing uploaded files through conversation. It can also use Deep Research to retrieve information on a topic and generate research reports.

Q&AWritingAssistantPricing unverifiedView details
MidjourneyImage Generation & Editing

Midjourney is an AI-powered creative tool that generates visual artworks from text and reference images. On the web-based Create page, you can enter prompts, compare generated versions, and then continue creating using features such as variations, editing, upscaling, or converting images to video.

Image GenerationText-to-imageVisual CreativityPaidView details
KreaImage Generation & Editing

Krea is an AI visual creation workspace that can generate images from text or reference images, compare different models and variants, and then perform editing, detail enhancement, and upscaling. It also provides access to video and other creative tools.

Image GenerationVideo3DPricing unverifiedView details
RunwayVideo & Animation

Runway is an AI platform that integrates video generation, visual editing, and creative workflows. Starting from text, images, or existing clips, users can generate or modify shots, then extend, upscale, and export them—serving concept shorts, advertisements, and other visual productions.

Video generationCreative VideoVisual CreationFree entry availableView details
SunoMusic & Audio

Suno is an AI music platform that creates songs from text descriptions, lyrics, and reference materials. Users can generate vocal tracks or instrumental music, then use features like editing, remixing, and audio track separation to further produce and share their creations.

Music generationsongAudioFree entry availableView details
ElevenLabsSpeech & Transcription

ElevenLabs is a platform that offers AI-powered voice generation, audio creation, and voice-enabled agents. Creators can produce voiceovers, audiobooks, podcasts, and localized content, while developers can leverage its APIs to integrate speech synthesis, transcription, and conversational capabilities.

VoiceoverText-to-SpeechVoice Intelligence AgentFree entry availableView details
Notion AIOffice & Productivity

Notion AI is an AI assistant integrated into Notion workspaces, designed to search team knowledge, generate and edit pages, manage databases, and organize meeting notes. By leveraging the context of your workspace and connected apps, it helps you complete information retrieval, content organization, and follow-up tasks all within the same working environment.

Knowledge BaseDocumentOfficeFree entry availableView details
GammaOffice & Productivity

Gamma is an AI-powered tool for creating presentations, documents, web pages, and visual content. It can generate content starting from a goal, an outline, or existing materials, and then refine the final output through conversational prompts, layout adjustments, and free-form editing.

PPTPresentationDocumentFree entry availableView details
CursorCoding & Development

Cursor is an AI programming product designed to support software development tasks, assisting with code planning, modification, testing, and review within the code context, and offering usage options such as desktop, command-line, and cloud-based agents.

ProgrammingCodeAI IDEFree entry availableView details

AI, as it happens

940 published stories
Safety & governance · 34 storiesClear filters ×
2026-10-21
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04:07

Meta removes the term “training” from its commercial service terms to quell AI controversy, but refuses to comply with the robots.txt standard.

In its updated Commercial Terms, effective October 30, 2026, Meta removed the term “train” in response to intense criticism of its AI data‑scraping policies; however, the company explicitly stated that it will not include language in the terms to respect the robots.txt protocol.

Policy, regulation & standards# MediaRead original Timeline and related coverage
01:40

Meta was ordered by a court to disclose the list of executives who approved the use of pirated downloads to train its AI.

In several copyright infringement lawsuits targeting Meta over AI training, courts have ruled that Meta must explicitly identify the executives who authorized the downloading of pirated books from shadow libraries such as Anna’s Archive and LibGen. Previously, Meta had shifted responsibility to frontline employees, claiming that its early AI data collection was an “informal process” and that no one had “formally decided” to carry out the downloads.

Copyright, privacy & ethics# MediaRead original Timeline and related coverage
01:34

Octave builds a secure, multi-tenant AI infrastructure based on Amazon Bedrock, supporting semantic search across 2 billion regulatory documents.

Octave Reliance has built a rigorously tenant-isolated AI infrastructure using Amazon Bedrock, integrating Cohere Embed v4 with the AgentCore micro‑VM runtime to deliver a Complaint Triage Assistant across the medical device, pharmaceutical, and food manufacturing industries. This solution supports semantic search across more than 2 billion regulated documents—such as complaints, CAPAs, and audit findings—while completely preventing cross-tenant data leakage throughout the process.

Policy, regulation & standards# Official# TutorialsRead original Timeline and related coverage
2026-10-20
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20:33

Meta Muse’s sharing feature has a privacy vulnerability: the generated conversation links are easily enumerable, leading to the leakage of personal and business secrets.

Security firm Clarot discovered that Meta’s newly launched AI agent, Muse, generates URLs with insufficient randomness when the conversation-sharing feature is enabled, allowing attackers to obtain 6,800 user-shared links through simple enumeration; among these, hundreds of links exposed non-public personal and business-sensitive information. Meta has suspended this sharing feature and initiated a review.

Copyright, privacy & ethics# MediaRead original Timeline and related coverage
13:21

DeepSeek V4.1 Flash, MiniMax M3.1 Flash, and Mercury 3 have been released; model regulation in China and the U.S. has been upgraded; Anthropic has launched a public-interest fund and an AI legislation draft.

DeepSeek V4.1, Flash 1017, and two other new models have been released, but they remain in the early deployment phase; China and the U.S. are simultaneously strengthening AI governance: the U.S. Department of Homeland Security has banned DeepSeek-related products, while China plans to impose export approval for ultra-large-scale models; Anthropic has launched a public-interest equity fund and drafted a federal AI bill; industry infrastructure and security research are advancing in tandem.

Policy, regulation & standards# IndividualRead original Timeline and related coverage
2026-10-17
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15:47

AINews Premium Review Issue 1: Surge in Open-Source Models, Tightening Geopolitical Regulations, and Controversy over Capability Verification

This issue focuses on key developments in the AI field in late October 2026: Meta unveiled its multimodal MoE model, Muse; Spark Open has been met with skepticism and labeled “dead”; performance, licensing, and deployment ecosystems among China, the U.S., and Europe are becoming increasingly divergent; China plans to introduce a draft export control regulation covering 23 categories of AI technologies; and several cutting-edge models have been released, accompanied by unverified performance claims and security concerns.

Policy, regulation & standards# IndividualRead original Timeline and related coverage
2026-10-06
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2026-09-23
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2026-09-22
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2026-08-31
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2026-07-01
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17:00

2026 BAIR Graduate Showcase

Congratulations to the Berkeley Artificial Intelligence Research (BAIR) Lab class of 2026! This year, BAIR celebrates another remarkable group of Ph.D. graduates whose curiosity, creativity, and perseverance have pushed the frontiers of artificial intelligence and machine learning. Their work spans the breadth of modern AI — robotics and embodied intelligence, large language models and reasoning, computer vision, generative modeling, AI safety, human-AI interaction, AI for science and healthcare, and much more. Along the way, they have published influential research, built systems with real-world impact, mentored their peers, and shaped the BAIR community for the better. Now they are headed everywhere ideas travel: to faculty and postdoctoral positions, to industry research labs, and to st

AI safety & risk# ResearchRead original Timeline and related coverage
2026-05-29
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04:58

Google I/O 2026 unveiled AI research and health tools such as Gemini for Science, WeatherNext, and Antigravity 2.0.

At the I/O 2026 conference, Google’s research team unveiled a series of AI systems aimed at scientific discovery, climate forecasting, healthcare, and edge computing, including the multimodal research assistant Gemini for Science, WeatherNext for hurricane early warning, the self‑building operating system platform Antigravity 2.0, and the open‑source quantum chip Willow, among others. All these developments are experimental demonstrations, with no independent validation or regulatory approval yet.

Policy, regulation & standards# Official# ResearchRead original Timeline and related coverage
2025-12-16
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2025-12-11
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