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☀ TL;DR

Anthropic files for IPO expected in mid-November

Anthropic filed a preliminary prospectus with the SEC for an IPO expected in mid-November.

Google DeepMind announced Gemini 4 Carbon, describing it as its strongest model for cybersecurity and long-horizon tasks.

The US Justice Department is making inquiries about Nvidia's roughly $13 billion deal to acquire Hugging Face.

Anthropic expanded its GSA partnership with a 40% discount on Claude for government agencies.

SK Hynix posted a sevenfold jump in quarterly profit and announced a 100 trillion won shareholder return program.

Industry

24
24h Key Points
  1. Texas data center · banks delay offloading part of a $15 billion loan for an Anthropic-linked Texas data center after the state paused new projects.

  2. Marvell · is in advanced talks to acquire data-center optics maker Lumentum; the amount is undisclosed.

  3. US Justice Department · makes inquiries about Nvidia's roughly $13 billion deal to acquire Hugging Face, part of broader regulatory scrutiny of the chip giant.

  4. Anthropic · tells California's governor that courts should be able to block risky AI models.

  5. Mike Gallagher · Palantir's head of defense warns that AI advances make seizing Taiwan more compelling for China.

  6. Google DeepMind · unveils its next frontier model, Gemini 4 Carbon, without disclosing details on capabilities, benchmarks or release timing.

  7. Google · launches Connected Apps Platform letting developers hook third-party services into Search and Gemini, in beta for US developers.

  8. South Korean financial sector · a new wave of cyberattacks hits Daishin Securities, Mirae Asset and Bithumb; Daishin says data of 38,490 customers was exposed.

  9. Nvidia · releases open-weight speech model Nemotron 3.5 Transcribe and the Granary v2 pipeline, covering 40 transcription languages and 31 translation languages.

  10. Upwind Security · the San Francisco cybersecurity firm for AI and cloud applications raises $400 million at a $3.8 billion valuation.

  11. Anthropic · has its internal systems breached by Cathedral's AI agents via third-party software during a bug bounty; sales, HR and IT data were accessed.

  12. Malaysia · seizes servers containing advanced AI chips suspected of violating export controls.

  13. US Third Circuit · rules that ROSS Intelligence's copying of Westlaw headnotes to train a competing platform was not fair use.

  14. China · introduces new export curbs that draw a boundary around its key AI technologies.

  15. Anthropic · files a preliminary prospectus with the SEC for an IPO expected in mid-November.

  16. OpenAI · intends to purchase AI computing chips from Alphabet's Google as part of expanding its AI infrastructure.

  17. Zankore · the Nvidia-backed Indonesian AI infrastructure platform is syndicating a $3.1 billion GPU loan.

  18. OpenAI · says its AI agents solved a Navier–Stokes-related math problem in 88 hours, but an NYU mathematician raised concerns about drafts stored in Codex.

View all →

Voices

X · 24
24h Key Points
  1. Guillermo Rauch · Presents Vercel CI as solving the AI coding bottleneck through fast stable infrastructure, Turborepo's computed dependency-graph caching, and agentic CI.

  2. Aravind Srinivas · On Particle's launch of particle-1, which keeps performance parity while using about 45% fewer tokens, says he looks forward to collaborating on search and model orchestration.

  3. Boris Cherny · Reports that of 34 Utah developers across 10 agencies given Claude Code, 80% had a working environment within 30 minutes and 71% saved 20+ hours by the end of the four-week pilot.

  4. Yuchen Jin · Notes Gemini 4 Carbon beats Opus 5.5 and GPT-6 Astra on most benchmarks and ranks first on the Artificial Analysis Intelligence Index v5.

  5. Google AI · Announces Gemini 4 Carbon, claiming gains across most benchmarks and strength in long-horizon tasks and cybersecurity, initially limited to trusted cyber defenders in its Fairwind program.

  6. Aravind Srinivas · Announces a new voice mode for all Pro and Max users on web and Mac apps that lets people talk to their computer to run parallel work streams.

  7. Bindu Reddy · Argues that with about 80% of Anthropic's revenue from API consumption, DeepSeek costing 20x less and handling 70% of tasks, companies overspend by using expensive tokens for simple work.

  8. Bindu Reddy · Summarizes LiveBench rankings: Fable 5.1 and Astra on top, Opus 5.5 strong at design, Google beating open source for the first time and DeepSeek the top open model.

  9. Simon Willison · Argues October marks another capability inflection point for coding agents, with Claude Opus 5.5 now able to build video games that are actually fun.

  10. Ethan Mollick · Highlights experiments that activate individual neurons in open models to lock them into particular personas, which a historian replicated on a model trained only on pre-1930 data.

  11. Ethan Mollick · Points out that after Artificial Analysis moved to closed benchmarks, open-weights models are measured as falling further behind, with no open model yet at Fable class.

  12. Ethan Mollick · Tried Genie 4's realtime scene generation, finding it glitchy yet impossibly advanced versus a couple of years ago, with free movement through the scene.

  13. Greg Brockman · Points to a discussion on php2shell and the emerging security landscape, including how frontier AI is changing vulnerability discovery.

  14. Percy Liang · Reports that 29 experts across math, statistics, CS and physics rated about one third of AI-proposed research questions as interesting.

  15. Yuchen Jin · Says AI has killed LeetCode-style coding interviews, as young AI talent would skip companies still using them and value taste, empathy and business sense instead.

  16. Teknium 🪽 · Introduces an ElevenLabs SFX plugin for Hermes Agent that hooks up sound-effect generation and a gallery of generated sounds, installable from the plugin catalog.

  17. Guillermo Rauch · Demonstrates that adding a Dockerfile at the project root lets Vercel build and deploy the container image.

  18. Ethan Mollick · Notes that experts working with AI agents followed the agent's lean 86% of the time even when believing they judged independently, and advises being deliberate about when to use AI.

  19. Amjad Masad · Argues frontier AI investment should mostly be underwritten by new discovery and its applications like medicine, since coding and most knowledge work are being saturated by sub-frontier models.

  20. Anthropic · Announces an expanded partnership with the US GSA, offering Claude to federal, state, local, tribal and territorial governments at 40% off under a OneGov agreement.

  21. Bindu Reddy · Predicts that within six months at least a dozen AI models will handle mundane white-collar work including coding, shopping and writing documents, accelerating model commoditization.

View all →

Launches

PH · HN · 16

Tulu

Autonomous marketing operations and analytics for SMBs to track spend and revenue.

▲ 151 · Product Hunt · 38 comments ·

Dedica

Tests whether AI agents can use your website and gives a fix for every issue.

▲ 114 · Product Hunt · 42 comments ·

Trigger.dev

Run AI agents triggered by events from Slack, Supabase and 50+ services.

▲ 108 · Product Hunt · 2 comments ·

LFM3

Six open-weight 2B-class models from Liquid AI spanning text, vision, audio and decisions.

▲ 101 · Product Hunt · 3 comments ·

BotGauge

A reliability and security testing layer that finds and reproduces AI agent failures for engineering teams.

▲ 100 · Product Hunt · 14 comments ·

Zro

Uncensored open models for security research, available via API or CLI.

▲ 98 · Product Hunt · 10 comments ·

Genie 4

Google DeepMind's real-time world model you steer with prompts and keyboard.

▲ 97 · Product Hunt · 4 comments ·

Hob

Open-source on-device AI app that works with your files like ChatGPT, offline.

▲ 94 · Product Hunt · 6 comments ·

Fraud Blocker

AI ad fraud protection that blocks invalid clicks from bots and click farms for marketers.

▲ 94 · Product Hunt · 2 comments ·

OpenLLM

Use your subscriptions, API keys and local models across coding agents.

▲ 93 · Product Hunt · 7 comments ·

throxy

AI-native sales agency that cold calls prospects in their language to book meetings.

▲ 82 · Product Hunt · 25 comments ·

WebAI by Opera

Lets websites use AI running locally on your computer for custom browser capabilities.

▲ 81 · Product Hunt · 3 comments ·

OpenRadView

Free, open-source viewer for your own CT, MRI and X-rays on your own computer

▲ 98 · Product Hunt · 5 comments ·

GPT-6.1 Terra

OpenAI's fast, efficient model for visual reasoning and precise computer use at lower cost.

▲ 81 · Product Hunt · 4 comments ·

ContextGem 1.0

Combines decision models with LLMs to extract data from documents fast and cheaply.

▲ 80 · Product Hunt · 3 comments ·

Open Source

GitHub Trending · 11

A collection of AI agent skills for working with Expo projects and Expo Application Services.

GitHub Trending ·
★ 3.3k+212 today

A unified team workspace linking email, chat, docs, tasks, agents, calls, and CRM with shared AI memory.

GitHub Trending ·
★ 5.2k+106 today

An anti-AI-slop design skill for Claude Code, Cursor, and Codex.

GitHub Trending ·
★ 39.0k+2.8k today

The open-source AI agent that works out of the box.

GitHub Trending ·
★ 7.4k+1.5k today

A design language that makes AI coding harnesses better at design.

GitHub Trending ·
★ 90.5k+1.4k today

A collection of design skills for AI coding tools like Claude Code and Cursor.

GitHub Trending ·
★ 9.3k+1.4k today

JetBrains' lightweight real IDE that customizes itself around how you work.

GitHub Trending ·
★ 4.0k+1.2k today

An agent harness performance optimization system for Claude Code, Codex, Cursor, and more.

GitHub Trending ·
★ 290.9k+1.2k today

The ultimate agentic social media scheduling tool, available as cloud or self-hosted.

GitHub Trending ·
★ 39.4k+951 today

A local-first desktop workspace for persistent AI teammates running Codex, Claude, and Grok.

GitHub Trending ·
★ 2.4k+777 today

An agentic skills framework and software development methodology that works.

GitHub Trending ·
★ 306.4k+617 today

Model Ranking · 24 h

2026-10-28 UTC
01DeepSeek V4.1 FlashDeepSeek · 7.30T tokens24.8%—
02DeepSeek V4.1 FlashDeepSeek · 2.44T tokens8.3%—
03GLM 5.3 FlashZ.ai · 2.43T tokens8.3%—
04Hy4 previewTencent · 1.45T tokens4.9%—
05GPT-6 LunaOpenAI · 1.45T tokens4.9%▲1
06Claude Opus 5.5Anthropic · 1.01T tokens3.4%▼1
07Step 5 PreviewStepFun · 960.2B tokens3.3%▲1
08MiniMax M3.1 FlashMiniMax · 899.1B tokens3.1%▼1
09GLM 5.3Z.ai · 640.7B tokens2.2%—
10Jev 1.13typesafe · 628.6B tokens2.1%▲1

New Models

3
Particle-1Particle AI · 1.0M ctx · 10/28$0.25 / $1.00
GPT-6.1 Terra ProOpenAI · 1.1M ctx · 10/26$1.00 / $5.00batch $0.50 / $2.50
GPT-6.1 TerraOpenAI · 1.1M ctx · 10/26$1.00 / $5.00batch $0.50 / $2.50

Deals

24 h · 6 deals

South Korean AI chip startup FuriosaAI quadrupled its valuation to $2.9 billion in a new…

Bloomberg ·
$2.9B

San Francisco-based Upwind Security, which provides cybersecurity for AI and cloud applic…

Bloomberg ·
$400M

Zankore, an Indonesian AI infrastructure platform backed by Nvidia, is syndicating a $3.1…

Bloomberg ·
$3.1B
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