# forck.live — 24–30 November 2025

> AI lab announcements, news reports and podcasts.

forck.live follows what companies announce about their own products. Press may
corroborate an official story; it never leads and never appears as an item of its
own. A missing date stays missing. A title is the publisher's words — where a
company does not publish in English, an English rendering is listed separately
as `Title in English` and named as this site's translation, never as theirs.

This file is one issue of the weekly archive: every confirmed
first-party announcement of ISO week 2025-W48, 24–30 November 2025, newest
first. The window never moves, so this URL always names the same seven days —
but a post published inside them and detected later is added when it arrives,
so a closed week can still gain entries.

Every entry is one first-party announcement, and carries the same eight fields
in this order before any others:

    Company · Announced · Category · Coverage · Announcement · Group · Source · Record

`Source` is the company's own page the announcement was traced to and `Record`
is this site's page for it. Both are safe to cite.

`Coverage` is a number of outlets, or `not counted` — which means this record
reached no count of its own, never that nobody wrote about it.

`Category` is this tracker's own analysis, and is authoritative wherever it is
stated. `not stated` means either that nothing has analysed the post yet or
that the analysis placed it outside this taxonomy; neither is a verdict about
the announcement.

`Announcement` is whether the post is news of something the company did, rather
than a how-to, a customer story, a changelog listing or a staffing note.

`Group` is which of this record's groups the entry falls in, carried on the
entry itself so it holds where the groups are headings and where they are not.
One of: `models`, `covered`, `announcements`, `routine`.

Anything after `Record` is held detail that only some announcements carry.

- This week's page: https://forck.live/week/2025-W48
- The current issue, and the catalogue of the other weeks: https://forck.live/briefing.md
- Catalogue: https://forck.live/llms.txt

## Announcements

### Cua — NeurIPS 2025: Computer-Use Agent Papers You Should Know About

- Company: Cua (cua.ai)
- Announced: 2025-11-28
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://cua.ai/blog/neurips-2025-cua-papers
- Record: https://forck.live/items/16825-neurips-2025-computer-use-agent-papers-you-should-know-about
- Subject: Cua Driver / Lume / Cua Bench / Cua Fleets

Cua compiled a curated list of 45 computer-use agent papers presented at NeurIPS 2025, covering benchmarks, safety, grounding, visual reasoning, and agent architectures. The post highlights that the benchmark landscape is maturing with evaluations across macOS, professional tools, and real-world websites, and that safety is becoming a first-class concern with multiple papers documenting agent failures under adversarial inputs, privacy requirements, or misuse scenarios.

### LG AI Research — Journey of AI Innovation: LG AI Expert Course Achievement Sharing Session

- Company: LG AI Research (lgresearch.ai)
- Announced: 2025-11-28
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://www.lgresearch.ai/news/view?seq=599
- Record: https://forck.live/items/10998-journey-of-ai-innovation-lg-ai-expert-course-achievement-sharing-session
- Subject: EXAONE

LG AI Research held a graduation and achievement-sharing session for its 12-week LG AI Expert Course, where 11 participants from LG Group affiliates completed projects using AI to solve real-world industrial problems. The top projects included cavity prediction for OLED development, age-reasoning model improvement for advertising, and a data extraction code generation agent. The program aims to build core AI talent within LG.

### LG AI Research — Journey of AI Innovation: LG AI Expert Course Achievement Sharing Session

- Company: LG AI Research (lgresearch.ai)
- Announced: 2025-11-28
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://www.lgresearch.ai/blog/view?seq=599
- Record: https://forck.live/items/4772-journey-of-ai-innovation-lg-ai-expert-course-achievement-sharing-session
- Subject: EXAONE

LG AI Research held an achievement sharing session for its internal LG AI Expert Course, a 12-week training program for LG Group employees. The post highlights three top projects in cavity prediction, age-reasoning model improvement, and data extraction code generation. No new AI product or model is announced.

### Amp — Opus 4.5: Better, Faster, Often Cheaper

- Company: Amp (ampcode.com)
- Announced: 2025-11-27
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://ampcode.com/news/opus-4.5
- Record: https://forck.live/items/7782-opus-4-5-better-faster-often-cheaper
- Subject: Amp

Amp switched its main model in smart mode to Claude Opus 4.5, replacing Gemini 3. Opus 4.5 is described as more polished, faster, and often cheaper due to fewer token-wasting mistakes and higher cache hit rate. It is limited to a 200k token context window.

### OpenAI — Mixpanel security incident: what OpenAI users need to know

- Company: OpenAI (openai.com)
- Announced: 2025-11-26T19:00:00+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://openai.com/index/mixpanel-incident
- Record: https://forck.live/items/365-mixpanel-security-incident-what-openai-users-need-to-know
- Subject: GPT / ChatGPT / API

OpenAI disclosed a security incident involving Mixpanel that exposed limited API analytics data, but no API content, credentials, or payment details were compromised.

### Isomorphic Labs — Isomorphic Labs to appoint Max Jaderberg as President

- Company: Isomorphic Labs (isomorphiclabs.com)
- Announced: 2025-11-26
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://www.isomorphiclabs.com/articles/isomorphic-labs-to-appoint-max-jaderberg-as-president
- Record: https://forck.live/items/19135-isomorphic-labs-to-appoint-max-jaderberg-as-president
- Subject: Drug Design Engine / AlphaFold

Isomorphic Labs announced that Max Jaderberg will become President effective 1 January 2026, moving from his role as Chief AI Officer. Colin Murdoch will step down as President after leading the company through its breakout phase.

### Luma — Pushing the Limit of Efficient Inference-Time Scaling with Terminal Velocity Matching

- Company: Luma (lumalabs.ai)
- Announced: 2025-11-26
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://lumalabs.ai/news/tvm
- Record: https://forck.live/items/7976-pushing-the-limit-of-efficient-inference-time-scaling-with-terminal-velocity
- Subject: Ray / Dream Machine

Luma presented Terminal Velocity Matching (TVM), a method for efficient inference-time scaling, and challenged readers to distinguish between images generated by 4-step TVM and 50x2-step diffusion.

### Replicate — Run Isaac 0.1 on Replicate

- Company: Replicate (replicate.com)
- Announced: 2025-11-26
- Category: new-model
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://replicate.com/blog/isaac-01
- Record: https://forck.live/items/2469-run-isaac-0-1-on-replicate
- Subject: Platform

Perceptron AI released Isaac 0.1, a 2B-parameter open-weight vision-language model for grounded visual reasoning, OCR, and spatial awareness, available on Replicate.

### OpenAI — Expanding data residency access to business customers worldwide

- Company: OpenAI (openai.com)
- Announced: 2025-11-25T22:00:00+00:00
- Category: availability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://openai.com/index/expanding-data-residency-access-to-business-customers-worldwide
- Record: https://forck.live/items/366-expanding-data-residency-access-to-business-customers-worldwide
- Subject: GPT / ChatGPT / API

OpenAI expands data residency for ChatGPT Enterprise, ChatGPT Edu, and the API Platform, enabling eligible customers to store data at rest in-region.

### Lovable — Lovable acquires Molnett and expands our platform team

- Company: Lovable (lovable.dev)
- Announced: 2025-11-25T17:30:00+00:00
- Category: partnership-acquisition
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://lovable.dev/blog/lovable-welcomes-molnett
- Record: https://forck.live/items/12118-lovable-acquires-molnett-and-expands-our-platform-team
- Subject: Lovable / AI app builder

Lovable announced the acquisition of cloud provider Molnett to strengthen its platform engineering team and infrastructure capabilities. Molnett's technology and expertise in secure, sovereign cloud infrastructure will support Lovable's goal of democratizing software creation for a broader user base.

### Google DeepMind — AlphaFold: Five years of impact

- Company: Google DeepMind (deepmind.google)
- Announced: 2025-11-25T16:00:12+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://deepmind.google/blog/alphafold-five-years-of-impact/
- Record: https://forck.live/items/1267-alphafold-five-years-of-impact
- Subject: Gemini

AlphaFold has accelerated science and fueled a global wave of biological discovery over five years.

### Google DeepMind — Revealing a key protein behind heart disease

- Company: Google DeepMind (deepmind.google)
- Announced: 2025-11-25T15:52:51+00:00
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://deepmind.google/blog/revealing-a-key-protein-behind-heart-disease/
- Record: https://forck.live/items/1268-revealing-a-key-protein-behind-heart-disease
- Subject: Gemini

AlphaFold has revealed the structure of a key protein behind heart disease.

### Suno — A new chapter in music creation

- Company: Suno (suno.com)
- Announced: 2025-11-25
- Category: partnership-acquisition
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://suno.com/blog/wmg-partnership
- Record: https://forck.live/items/10328-a-new-chapter-in-music-creation
- Subject: Music / Studio

Suno announced a partnership with Warner Music Group (WMG) to license high-quality music for training a new generation of Suno models, which will surpass v5. The partnership will introduce new creation features, including content from opting-in WMG artists, and will require a paid Suno account for song downloads, with tiered monthly download limits. Suno Studio remains unchanged with unlimited downloads.

### Replicate — Run FLUX.2 on Replicate

- Company: Replicate (replicate.com)
- Announced: 2025-11-25
- Category: new-model
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://replicate.com/blog/run-flux-2-on-replicate
- Record: https://forck.live/items/2470-run-flux-2-on-replicate
- Subject: Platform

Black Forest Labs has released FLUX.2, a new image generation model available on Replicate in three variants: pro, flex, and dev. The model offers improvements in image quality, multi-reference editing, and efficiency.

### Together AI — FLUX.2: Multi-reference image generation now available on Together AI

- Company: Together AI (together.ai)
- Announced: 2025-11-25
- Category: model-update
- Coverage: not counted
- Announcement: yes
- Group: models
- Source: https://www.together.ai/blog/flux-2-multi-reference-image-generation-now-available-on-together-ai
- Record: https://forck.live/items/2400-flux-2-multi-reference-image-generation-now-available-on-together-ai
- Subject: Inference platform

Together AI announces the availability of FLUX.2, Black Forest Labs' latest image generation model, with three variants (dev, pro, flex) featuring multi-reference input, hex code color matching, and text rendering, all served through Together AI's infrastructure.

### Hugging Face — Continuous batching from first principles

- Company: Hugging Face (huggingface.co)
- Announced: 2025-11-25
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://huggingface.co/blog/continuous_batching
- Record: https://forck.live/items/1579-continuous-batching-from-first-principles
- Subject: Platform

This is a blog post that explains continuous batching for LLM inference, starting from attention mechanisms and KV caching, and deriving the technique by optimizing for throughput.

### OpenAI — Inside JetBrains—the company reshaping how the world writes code

- Company: OpenAI (openai.com)
- Announced: 2025-11-25
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://openai.com/index/jetbrains-2025
- Record: https://forck.live/items/367-inside-jetbrains-the-company-reshaping-how-the-world-writes-code
- Subject: GPT / ChatGPT / API

OpenAI announces that JetBrains is integrating GPT-5 into its coding tools to help developers design, reason, and build software faster.

### Hugging Face — Building Deep Research: How we Achieved State of the Art

- Company: Hugging Face (huggingface.co)
- Announced: 2025-11-24T17:40:14+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://huggingface.co/blog/Tavily/tavily-deep-research
- Record: https://forck.live/items/1580-building-deep-research-how-we-achieved-state-of-the-art
- Subject: Platform

This article from Tavily discusses technical and philosophical lessons learned while building a state-of-the-art research agent, focusing on agent harness design, model evolution, tools improvement, and context engineering.

### Hugging Face — OVHcloud on Hugging Face Inference Providers 🔥

- Company: Hugging Face (huggingface.co)
- Announced: 2025-11-24T16:08:47+00:00
- Category: infrastructure-release
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://huggingface.co/blog/OVHcloud/inference-providers-ovhcloud
- Record: https://forck.live/items/1581-ovhcloud-on-hugging-face-inference-providers
- Subject: Platform

OVHcloud is now a supported Inference Provider on the Hugging Face Hub, offering serverless access to open-weight models with pay-per-token pricing starting at €0.04 per million tokens, running on European data centers with sub-200ms first token response times.

### Harvey — Harvey In Practice: How to Build a Case Chronology From Emails

- Company: Harvey (harvey.ai)
- Announced: 2025-11-24T16:00:00+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://www.harvey.ai/blog/harvey-in-practice-build-a-case-chronology-from-emails
- Record: https://forck.live/items/17644-harvey-in-practice-how-to-build-a-case-chronology-from-emails
- Subject: Harvey

Harvey published a guide showing how legal professionals can use its platform to review large email sets and build case chronologies. The post demonstrates uploading emails to Vault, creating a review table with custom questions, and extracting fields such as sender, recipient, and subject across hundreds of documents in minutes.

### Google DeepMind — Google DeepMind supports U.S. Department of Energy on Genesis: a national mission to accelerate innovation and scientific discovery

- Company: Google DeepMind (deepmind.google)
- Announced: 2025-11-24T14:12:03+00:00
- Category: partnership-acquisition
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://deepmind.google/blog/google-deepmind-supports-us-department-of-energy-on-genesis/
- Record: https://forck.live/items/1269-google-deepmind-supports-u-s-department-of-energy-on-genesis-a-national
- Subject: Gemini

Google DeepMind announces a partnership with the U.S. Department of Energy on Genesis, a new effort to accelerate scientific discovery using AI.

### Vercel — Workflow Builder: Build your own workflow automation platform

- Company: Vercel (vercel.com)
- Announced: 2025-11-24T13:00:00+00:00
- Category: developer-tool-release
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://vercel.com/blog/workflow-builder-build-your-own-workflow-automation-platform
- Record: https://forck.live/items/20786-workflow-builder-build-your-own-workflow-automation-platform
- Subject: v0 / AI SDK / AI Gateway

Vercel open-sourced Workflow Builder, a Next.js template for building workflow automation platforms. It includes a visual editor, AI-powered text-to-workflow generation, webhook triggers, and prebuilt integrations for services like Resend, Linear, and Slack.

### Vercel — Security through design: Creating the improved Firewall experience

- Company: Vercel (vercel.com)
- Announced: 2025-11-24T13:00:00+00:00
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://vercel.com/blog/security-through-design-creating-the-improved-firewall-experience
- Record: https://forck.live/items/20785-security-through-design-creating-the-improved-firewall-experience
- Subject: v0 / AI SDK / AI Gateway

Vercel redesigned its Firewall experience with a new UI that includes a unified overview page, sidebar navigation, activity and alert feeds, and improved inspection tools. The update aims to make security tooling more intuitive and actionable for developers, SREs, and security teams.

### Vercel — How we built the v0 iOS app

- Company: Vercel (vercel.com)
- Announced: 2025-11-24T13:00:00+00:00
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://vercel.com/blog/how-we-built-the-v0-ios-app
- Record: https://forck.live/items/20784-how-we-built-the-v0-ios-app
- Subject: v0 / AI SDK / AI Gateway

Vercel describes how it built the v0 iOS app using React Native with Expo, focusing on a native-feeling chat experience with smooth animations and composable code patterns.

### Amp — Try Claude Opus 4.5 With Us

- Company: Amp (ampcode.com)
- Announced: 2025-11-24
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://ampcode.com/news/try-opus
- Record: https://forck.live/items/7783-try-claude-opus-4-5-with-us
- Subject: Amp

Amp is offering a limited-time trial of Claude Opus 4.5 as the main agent in smart mode in its product. The company notes that while the model is cheaper than Opus 4.1, it remains more expensive than Gemini or Claude Sonnet 4.5.

### LG AI Research — [AI Ethics Seminar 2025 EP.2] Beyond bias, the journey to fair AI

- Company: LG AI Research (lgresearch.ai)
- Announced: 2025-11-24
- Category: not stated
- Coverage: not counted
- Announcement: no
- Group: routine
- Source: https://www.lgresearch.ai/blog/view?seq=597
- Record: https://forck.live/items/4773-ai-ethics-seminar-2025-ep-2-beyond-bias-the-journey-to-fair-ai
- Subject: EXAONE

LG AI Research introduces its AI Ethics Seminar series, which brings together researchers, developers, designers, and policy planners to discuss ethical challenges in AI. The second episode focuses on AI bias, defining it, giving examples such as facial recognition accuracy differences and occupational bias in image generation models, and discussing awareness and challenges in addressing it.

### OpenAI — GPT-5 and the future of mathematical discovery

- Company: OpenAI (openai.com)
- Announced: 2025-11-24
- Category: research-paper
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://openai.com/index/gpt-5-mathematical-discovery
- Record: https://forck.live/items/369-gpt-5-and-the-future-of-mathematical-discovery
- Subject: GPT / ChatGPT / API

GPT-5, together with a UCLA professor, solved a key optimization theory problem, highlighting AI's potential to accelerate mathematical discovery.

### OpenAI — Introducing shopping research in ChatGPT

- Company: OpenAI (openai.com)
- Announced: 2025-11-24
- Category: capability-change
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://openai.com/index/chatgpt-shopping-research
- Record: https://forck.live/items/368-introducing-shopping-research-in-chatgpt
- Subject: GPT / ChatGPT / API

OpenAI introduces a new shopping research capability in ChatGPT that helps users explore, compare, and discover products with personalized buyer's guides.