# forck.live — 17–23 February 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-W08, 17–23 February 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-W08 - The current issue, and the catalogue of the other weeks: https://forck.live/briefing.md - Catalogue: https://forck.live/llms.txt ## Announcements ### Vercel — Vercel security roundup: Faster defenses and better visibility for your apps - Company: Vercel (vercel.com) - Announced: 2025-02-21T13:00:00+00:00 - Category: capability-change - Coverage: not counted - Announcement: no - Group: routine - Source: https://vercel.com/blog/vercel-security-roundup-faster-defenses-and-better-visibility-for-your-apps - Record: https://forck.live/items/20900-vercel-security-roundup-faster-defenses-and-better-visibility-for-your-apps - Subject: v0 / AI SDK / AI Gateway Vercel reported that its WAF blocked 87 billion attacks in Q4 2024, and introduced faster DDoS mitigation (40x improvement), improved WAF responses, new firewall notifications, and real-time audit log streaming for enterprise customers. ### Hugging Face — SigLIP 2: A better multilingual vision language encoder - Company: Hugging Face (huggingface.co) - Announced: 2025-02-21 - Category: new-model - Coverage: not counted - Announcement: yes - Group: models - Source: https://huggingface.co/blog/siglip2 - Record: https://forck.live/items/1742-siglip-2-a-better-multilingual-vision-language-encoder - Subject: Platform Google releases SigLIP 2, a new family of multilingual vision-language encoders that improve upon SigLIP with additional training objectives including a decoder for localization, self-distillation with global-local loss and masked prediction, and dynamic resolution (naflex) variants. The models are available in various sizes (Base, Large, Shape Optimized 400M, Giant) and resolutions. ### Harvey — Enterprise-Grade RAG Systems - Company: Harvey (harvey.ai) - Announced: 2025-02-20T23:16:24.389000+00:00 - Category: not stated - Coverage: not counted - Announcement: no - Group: routine - Source: https://www.harvey.ai/blog/enterprise-grade-rag-systems - Record: https://forck.live/items/17715-enterprise-grade-rag-systems - Subject: Harvey Harvey published a technical guide explaining how it builds enterprise-grade Retrieval-Augmented Generation (RAG) systems for legal and professional services firms. The post covers the three types of data sources in its platform, the challenges of enterprise retrieval, and the criteria for selecting vector databases, including a comparison of Postgres with PGVector and LanceDB. Harvey requires a vector database that can be hosted within a private cloud environment and store embeddings and source data in customers' own secure storage. ### OpenAI — Uber enables outstanding on-demand experiences with AI - Company: OpenAI (openai.com) - Announced: 2025-02-20T10:00:00+00:00 - Category: not stated - Coverage: not counted - Announcement: no - Group: routine - Source: https://openai.com/index/uber-enables-outstanding-experiences - Record: https://forck.live/items/619-uber-enables-outstanding-on-demand-experiences-with-ai - Subject: GPT / ChatGPT / API The source text is a brief introduction to a conversation with Uber's Head of AI and Product, Jai Malkani, about how Uber uses AI to enable on-demand experiences. ### Hugging Face — SmolVLM2: Bringing Video Understanding to Every Device - Company: Hugging Face (huggingface.co) - Announced: 2025-02-20 - Category: new-model - Coverage: not counted - Announcement: yes - Group: models - Source: https://huggingface.co/blog/smolvlm2 - Record: https://forck.live/items/1743-smolvlm2-bringing-video-understanding-to-every-device - Subject: Platform Hugging Face released SmolVLM2, a family of small video understanding models in three sizes (2.2B, 500M, and 256M parameters), with MLX support and demos including an iPhone app and VLC integration. ### Lovable — Frontend Development Isn’t Just UI - Company: Lovable (lovable.dev) - Announced: 2025-02-19T13:30:00+00:00 - Category: not stated - Coverage: not counted - Announcement: no - Group: routine - Source: https://lovable.dev/blog/frontend-development-with-lovable - Record: https://forck.live/items/12159-frontend-development-isn-t-just-ui - Subject: Lovable / AI app builder Lovable published a guide covering frontend development best practices, including mobile-first design, Tailwind CSS, preview vs. live environments, visual editing limitations, and performance optimization techniques such as lazy loading and Vite's fast refresh. ### xAI — Grok 3 Beta — The Age of Reasoning Agents - Company: xAI (x.ai) - Announced: 2025-02-19 - Category: new-model - Coverage: not counted - Announcement: yes - Group: models - Source: https://x.ai/news/grok-3 - Record: https://forck.live/items/3488-grok-3-beta-the-age-of-reasoning-agents - Subject: Grok xAI announces Grok 3 Beta, a new model with superior reasoning and extensive pretraining knowledge. ### Hugging Face — PaliGemma 2 Mix - New Instruction Vision Language Models by Google - Company: Hugging Face (huggingface.co) - Announced: 2025-02-19 - Category: model-update - Coverage: not counted - Announcement: yes - Group: models - Source: https://huggingface.co/blog/paligemma2mix - Record: https://forck.live/items/1744-paligemma-2-mix-new-instruction-vision-language-models-by-google - Subject: Platform Google releases PaliGemma 2 mix, a fine-tuned version of PaliGemma 2, for vision language tasks like OCR and captioning. ### OpenAI — Introducing the SWE-Lancer benchmark - Company: OpenAI (openai.com) - Announced: 2025-02-18T10:00:00+00:00 - Category: not stated - Coverage: not counted - Announcement: no - Group: routine - Source: https://openai.com/index/swe-lancer - Record: https://forck.live/items/620-introducing-the-swe-lancer-benchmark - Subject: GPT / ChatGPT / API OpenAI poses a question about whether frontier LLMs can earn $1 million from real-world freelance software engineering. ### Isomorphic Labs — Isomorphic Labs announces Novartis collaboration expansion - Company: Isomorphic Labs (isomorphiclabs.com) - Announced: 2025-02-18 - Category: partnership-acquisition - Coverage: not counted - Announcement: yes - Group: announcements - Source: https://www.isomorphiclabs.com/articles/isomorphic-labs-announces-novartis-collaboration-expansion - Record: https://forck.live/items/19138-isomorphic-labs-announces-novartis-collaboration-expansion - Subject: Drug Design Engine / AlphaFold Isomorphic Labs announced an expansion of its strategic research collaboration with Novartis, adding up to three additional research programs on the same financial terms as the original agreement. The expansion follows the initial collaboration announced in January 2024. ### Hugging Face — Introducing Three New Serverless Inference Providers: Hyperbolic, Nebius AI Studio, and Novita 🔥 - Company: Hugging Face (huggingface.co) - Announced: 2025-02-18 - Category: availability-change - Coverage: not counted - Announcement: yes - Group: announcements - Source: https://huggingface.co/blog/inference-providers-nebius-novita-hyperbolic - Record: https://forck.live/items/1745-introducing-three-new-serverless-inference-providers-hyperbolic-nebius-ai - Subject: Platform Hugging Face announces the addition of three new serverless inference providers (Hyperbolic, Nebius AI Studio, and Novita) to the Hub, integrated into the UI and client SDKs, enabling access to models like DeepSeek-R1 and Flux.1. ### LG AI Research — Unveiling NEXUS : The Agent AI System for Tracking Legal Risks in AI Training Datasets - Company: LG AI Research (lgresearch.ai) - Announced: 2025-02-17 - Category: availability-change - Coverage: not counted - Announcement: yes - Group: announcements - Source: https://www.lgresearch.ai/blog/view?seq=534 - Record: https://forck.live/items/4803-unveiling-nexus-the-agent-ai-system-for-tracking-legal-risks-in-ai-training - Subject: EXAONE LG AI Research unveils NEXUS, an Agent AI system that tracks the lifecycle of training datasets to analyze legal risks, based on the EXAONE 3.5 model. It claims high accuracy and speed compared to human experts. ### Mistral AI — Mistral Saba - Company: Mistral AI (mistral.ai) - Announced: 2025-02-17 - Category: new-model - Coverage: not counted - Announcement: yes - Group: models - Source: https://mistral.ai/news/mistral-saba - Record: https://forck.live/items/3331-mistral-saba - Subject: Mistral / Le Chat Mistral AI announces a new model named Mistral Saba.