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DeepSeek Raises Nearly $15 Billion

DeepSeek raises roughly 100 billion yuan ($14.98 billion) from more than 15 investors, Reuters reports.
The round values DeepSeek at about 500 billion yuan ($74 billion) before funding, with a potential $89 billion post-money valuation.
Investors include Tencent and CATL; DeepSeek has not announced a final IPO date, offering size or public valuation.

techstartups.comRead more · 2 min →

Today'sEducation

New York Funds Queens AI Jobs Institute

New York City and state commit $10 million to a Queens hub aiming to train up to 40,000 people for AI jobs by 2032
The metro area added 30,640 tech workers from 2022 to 2025, reaching 394,300 and passing the Bay Area
Pursuit will teach AI tools and agents, with OpenAI, Anthropic and Google providing training resources

FortuneRead more · 2 min →

Music Publishers Sue Anthropic Over Claude Training

Concord Music Group leads publishers’ copyright suit alleging Anthropic trained Claude on song lyrics.
Concord alleges a separate case involved 20,517 pirated music works used to train Claude.
Publishers seek up to $150,000 per violation and $25,000 for alleged removal of copyright notices.

zerohedge.comRead more · 1 min →

Misumi Deploys Nine AI Agents for Product Data

Misumi began operating an AI system in October 2026 to generate and manage product information for tens of thousands of items.
Fujitsu supplied the platform and a Forward Deployed Engineer, with nine AI agents assigned different roles.
The agents assess product candidates against one another, while staff review and approve entries to limit inconsistent wording and categorization.

IT LeadersRead more · 1 min →

Infineon, NVIDIA Expand GaN Power Collaboration

Infineon and NVIDIA expanded their AI data center power collaboration on October 21 at GTC in Berlin.
The companies will develop GaN-based high-voltage IBCs for 800V DC systems, with configurations including 800V-to-50V and 800V-to-12V.
The architecture supports racks consuming up to 1 MW; gradual deployment is expected to begin in 2027.

TrendForceRead more · 1 min →

Anthropic Previews Claude Duet Personal AI Agent

Anthropic opens a research preview of Claude Duet, powered by Claude Opus 5.5, for personal task management
Applications are open in the US to subscribers paying at least $20 per month; the agent connects to more than 6,000 apps
Sensitive actions require approval, while securities trading and money transfers are prohibited outright

ETNewsRead more · 1 min →

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Meta Launches Muse in Japan

Meta began offering its personal AI agent Muse in Japan, its first market outside North America.
Muse exceeded 10 million downloads in North America within one month and is available on Android, iOS, and the web.
Muse connects with Mercari and Money Forward ME, tracks completed actions, and asks users to confirm important actions.

Impress WatchRead more · 1 min →

Tesla and SpaceX Advance Merger Talks

Tesla and SpaceX formed independent director committees to discuss a merger, with combined valuations of $3.5 trillion.
Shareholder compensation for Tesla investors and Elon Musk’s control are key issues in the talks.
The proposed combination would unite real-world data and AI infrastructure, while governance and investment costs remain unresolved.

AI Times KoreaRead more · 2 min →

Wikibooks Publishes Claude Code Automation Guide

Wikibooks published a book on using and verifying Claude Code at work on October 7, 2026.
A 2026 Stack Overflow survey found 65.9% use coding assistants or agents at work, while 26.2% run automated agent workflows.
The 424-page book covers permissions, testing, and where people should make final checks.

AI Times KoreaRead more · 1 min →

Jensen Huang Sees Little Risk of Memory Glut by 2029

Jensen Huang said a memory-chip supply glut is unlikely through 2029.
He expects HBM use to continue for years and says LPDDR can double data-center energy efficiency.
Huang welcomed cooperation with Chinese memory firms and said U.S. rules accelerated China’s efforts to build domestic chipmaking capacity.

ETNewsRead more · 1 min →

Today'sSecurity

Microsoft Warns of AI Agent-Powered Attacks

Microsoft says Storm-0940 automated attacks with AI agents, targeting hundreds of organizations worldwide.
ConnectWise-related attacks attempted 2,900 sign-ins per minute across more than 2,250 tenants.
Some attackers gained administrator-level access in under three hours; Microsoft recommends reviewing logs and access changes.

ITmedia AI+Read more · 2 min →

PFN Showcases PLaMo Uses at CEATEC

Preferred Networks showcased PLaMo applications in government, education and hiring at CEATEC 2026.
PLaMo is available in QommonsAI, used by about 800 municipalities, and in a Shiga University service for all students and staff.
PFN demonstrated factory video analysis with PLaMo-VL and Kachaka Evo, which carries up to 100 kg.

ITmedia AI+Read more · 2 min →

Today'sRobotics

Fujisoft and Daido Demo Physical AI Package

Fujisoft and Daido demonstrated a physical AI starter package for collaborative robots at Daido Robot Hall’s 10th anniversary event.
They plan to start taking orders in January 2027 and aim to sell 100 units annually in fiscal 2028.
The package is expected to cost ¥10 million–¥12 million before tax and provides a development environment for moving objects by voice command.

ITmedia AI+Read more · 1 min →

Shoe Distributor Prioritizes ERP Before AI Forecasting

A shoe distributor with nine stores is building an ERP system to unify inventory records across its locations.
Sales data is scattered across about 10 tools, while five ledgers use different revenue rules; the company cannot see actual stock in one place.
AI helps diagnose records and compare quantities in box photos; the distributor will consider order forecasting after inventory data is organized.

Yozm ITRead more · 3 min →

Today'sHealthcare

Anthropic Opens Life Sciences Research Applications

Anthropic invites life sciences researchers to propose 8–12-week projects using Claude with its research team.
Projects may cover drug discovery, clinical science, medicinal chemistry and several areas of human and molecular biology.
Participants retain data rights; Anthropic plans to publish outputs and open-source accompanying data and code.

AnthropicRead more · 1 min →

Rescale Deploys AI Test-Triage Agent

Rescale’s AWS triage agent reached staging in five days and production within weeks.
Human-triage agreement rose from 44% to 68%; deployment-blocking analysis time fell 20%.
The agent classifies nightly test failures, retrieves logs and historical patterns, and recommends fixes for engineers to review.

AWS ML BlogRead more · 2 min →

ThinkingBox Turns Database Checks into RL Rewards

Microsoft and Hugging Face used database-state checks as rewards to fine-tune Qwen3.8-27B for 50 GRPO steps.
Across 10,140 attempts, average success rose from 51.70% to 60.78%; all-20-attempt passes rose from 38 to 107.
Estimated cost per task passed on all 20 attempts fell from $24.36 to $8.00 after fine-tuning.

HuggingFace BlogRead more · 2 min →

Sakana AI Launches Aquarium Agent Platform

Sakana AI announced Aquarium, an AI agent platform designed to support organizational decisions and execution.
Ontology, Governance, and Managed Agents connect information, manage approvals, and oversee task execution.
The platform consolidates lessons from work with financial institutions; planned upgrades include ontology updates and AI-assisted agent building.

Sakana AIRead more · 2 min →

Yesterday'sSafety & Ethics

AI Safety Groups Face a Talent Shortage

Rishub Jain left Google DeepMind to cofound Sampura Research and pursue AI alignment research he says was deprioritized.
AI safety job openings on LinkedIn rose 91% over the past year amid a shortage of qualified workers.
Funding includes METR’s $71 million raise, Tallinn’s $170 million in donations and an $11 million Sampura grant.

Business InsiderRead more · 2 min →

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