Biohub open-sources $500M protein biology world model

PLUS: OpenAI ships Secure MCP Tunnel for enterprises & ElevenLabs Music v2 switches genres mid-track. Tesla breaks ground on Optimus robot factory, Codex-powered tax agents hit 97% accuracy.

1️⃣ Biohub publicly releases protein prediction suite including ESMFold2, ESMC, and ESM Atlas covering 6.8 billion sequences, all free and backed by $500M

2️⃣ OpenAI launches Secure MCP Tunnel so enterprises can connect private MCP servers to its products without public internet exposure

3️⃣ ElevenLabs ships Music v2 with mid-track genre switching, multilingual lyrics, and track-level inpainting to rival Suno and Udio

  • Tesla begins construction on a dedicated Optimus humanoid robot factory at Gigafactory Texas, targeting up to 10 million units/year

  • OpenAI partners with Thrive and Crete to build self-improving tax agents with Codex, processing 7,000+ returns at 97% accuracy

H-FARM EVENTS ON AI

ClawCon Venice — The Personal AI Festival

ClawCon is the gathering for the Internet's most curious personal AI community and it's coming to the H-FARM Campus. What started as a niche OpenClaw meetup quickly turned into a global movement: builders, researchers, designers, and curious humans meeting IRL to test what happens when AI becomes open and social-first.

ClawCon Venice is Italy's first ClawCon, hosted right here on the H-FARM Campus. Save the date: Thursday 4 June, 18:00–21:00. Here's what you'll find:

  • A global community of OpenClaw builders, researchers, and designers meeting IRL, plus live demos of open, social-first AI projects.

  • Unfiltered, hands-on conversations on where personal and agentic AI is heading next, in the OpenClaw spirit: curious, open, and refreshingly social.

Whether you build, research, design, or are simply AI-curious: there's a seat for you.

MAIN AI UPDATES / 28th May 2026

🧬 Biohub open-sources $500M protein biology world model 🧬
Free access to advanced protein prediction tools backed by $500 million.

Biohub, the nonprofit research center backed by Mark Zuckerberg and Priscilla Chan's CZI, has publicly released a comprehensive suite of AI-powered protein biology tools. The release includes ESMC, a language model trained on 2.8 billion protein sequences; ESMFold2, a design engine claiming state-of-the-art performance with hit rates of 36–88% on cancer and immune targets, outperforming AlphaFold; and ESM Atlas, covering 6.8 billion protein sequences and 1.1 billion predicted structures. All three models are freely available to the global scientific community — free access at this scale could reshape competitive dynamics in drug discovery. The initiative is part of a $500 million Virtual Biology Initiative, aiming to accelerate biomedical research worldwide.

🔒 OpenAI ships Secure MCP Tunnel for enterprises 🔒
Enterprise integration with AI tools no longer requires public internet exposure.

OpenAI has launched Secure MCP Tunnel, a tool that lets enterprises connect private MCP (Model Context Protocol) servers to OpenAI products without exposing them to the public internet. The system uses a tunnel-client to establish outbound HTTPS paths for request handling while keeping the server fully private. This removes a major barrier to enterprise AI deployment, addressing a key security concern when connecting AI tools with internal systems. The solution integrates easily with existing infrastructure and supports complex enterprise networking requirements. Documentation is now live on OpenAI's developer portal, as the company continues pushing to make its products enterprise-ready and compatible with the growing MCP ecosystem.

🎵 ElevenLabs Music v2 switches genres mid-track 🎵
AI music generation rolls out genre-switching and multilingual lyric support.

ElevenLabs has released Music v2, a major upgrade to its music-generation capabilities. The model can switch genres mid-track while maintaining vocal and compositional coherence — a notable technical leap in generative audio. It features improved vocals, better instrumentation quality, multilingual lyric support, and track-level inpainting for precise editing. Competitive pressure mounts directly on Suno and Udio in the fast-growing AI music space. The release also marks ElevenLabs' strategic expansion beyond its speech synthesis roots into full music generation, signaling the company's ambition to become a comprehensive AI audio platform. Music v2 is available through ElevenLabs' platform now.

INTERESTING TO KNOW

🤖 Tesla breaks ground on Optimus robot factory 🤖

Tesla has officially begun construction on a dedicated Optimus humanoid robot factory at Gigafactory Texas, with drone footage confirming the first steel structures going up. The facility's rollout plan targets production capacity of up to 10 million humanoid robots per year, signaling a strategic pivot from automotive to robotics. The project adds over 5 million square feet of industrial space, with early Optimus production starting at Tesla's Fremont plant later this year before scaling in Texas by 2027.

💰 Codex-powered tax agents hit 97% accuracy 💰

OpenAI partnered with Thrive and Crete to build self-improving AI tax agents using Codex that processed over 7,000 tax returns and achieved up to 97% accuracy. The integration demonstrates how AI agents can identify and correct their own failures over time rather than requiring manual fixes — a strong adoption signal for AI in financial services. The system tackles a common challenge where AI performs well in lab settings but struggles with real-world edge cases at scale.

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