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Nous Research just became a unicorn.
The open-source AI lab raised $90 million at a $1.5 billion valuation to scale Hermes, an AI agent that actually works for you not just when you ask it questions.
This is the bet that open-source AI can compete with closed giants.
But wait, there's more:
Elon Musk confirms his Texas chip factory will run independently TSMC's not invited
Anthropic opens up less-restricted Claude models, but only for security researchers
Iโm Alex. Welcome to L8R by Innov8.
Letโs dive deep.
In todayโs post:
Nous Research raises $90M to scale open-source Hermes AI agent
Elon Musk confirms Terafab chip project will operate independently of TSMC
Anthropic expands access to less-restricted Claude models for security teams
Nous Research Hits $1.5 Billion Valuation with Hermes AI Agent
The AI world is moving from basic chatbots to smart agents that do the real work.
Nous Research just bagged $90 million to scale Hermes, their wildly popular open-source AI agent.
This massive funding pushes the company's valuation to a huge $1.5 billion.
The details:
Hermes is an autonomous agent with a built-in learning loop that remembers past chats and improves its own skills.
The project is a massive hit with developers, grabbing over 250,000 stars on GitHub since its launch in February 2026.
The new Hermes Business tier lets teams share agents and control spending, already landing big clients like Razorpay.
Robot Ventures led the $90 million round, with heavy hitters like Union Square Ventures joining in.
The core agent is totally free to self-host, but Nous offers a cloud-hosted version for $20 to $200 per month.
Why it matters:
Big companies are tired of basic AI chatbots that forget everything when you close the window.
They want smart agents that run in the background, learn from mistakes, and finish complex tasks.
By keeping Hermes open-source, Nous Research gives businesses total control over their private data.
This proves that autonomous agents are the next massive gold rush in software.
๐ก L8R's Take:
Open-source AI agents will absolutely crush closed-system chatbots in the enterprise market.
Companies hate being locked into one provider, and Hermes lets them run powerful agents locally for free.
Watch out, big tech, because Nous Research just built the exact tool every business actually wants.
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Musk Ices TSMC Out of Terafab Control
Elon Musk just set the record straight on his massive Texas chip factory.
He confirmed his own team will run Terafab, shutting down rumors that TSMC would take over operations.
He wants total control over the chips powering his robots and spaceships.
The details:
Musk's companies will build and run the $16.8 billion Terafab plant in Texas.
TSMC will not operate the facility but might rent out some space inside it.
Intel remains a major partner and will provide its advanced 14A chip technology.
The factory aims to pump out one terawatt of AI computing power every single year.
These custom chips will directly power Tesla's Optimus robots, Cybercabs, and xAI systems.
Why it matters:
Musk is changing how AI hardware gets made.
Right now, everyone relies on a few big chipmakers like TSMC to build their designs.
By bringing manufacturing in-house, Musk secures a private supply of chips.
He will not have to wait in line behind Apple or Nvidia when he needs parts.
๐ก L8R's Take:
Musk is making a huge bet that he can beat the chip giants at their own game.
Building a fab is insanely hard, but he pulled off the impossible with rockets and cars.
Do not bet against him when he decides to own the whole supply chain.
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Anthropic Takes the Leash Off Claude for Good Hackers
AI safety filters are incredibly annoying when you actually need to test code for bugs.
Anthropic just fixed this by giving vetted security teams access to unchained versions of Claude 5.5.
They revamped their Cyber Verification Program to let the good guys fight hackers without the AI constantly saying it cannot help.
The details:
The new Cyber Verification Program splits access into three levels: Defense, Red Team, and Specialized.
Vetted users get to use Claude Opus 5.5, Sonnet 5.5, and Mythos 5.1 with heavily reduced safety blocks.
The top Specialized tier is so serious it requires U.S. government vetting just to test critical things like power grids and bank systems.
Anthropic says an early version of this program helped defenders find 129,000 real software bugs between April and July 2026.
Real-time blocks still exist in the background to stop the AI from doing things like launching ransomware or causing physical harm.
Why it matters:
AI models are a double-edged sword in cybersecurity.
If you make an AI smart enough to fix a network, it is also smart enough to break it.
Standard safety filters block both actions just to be safe.
This new tiered system solves the problem by letting trusted defenders use the full power of AI without handing a loaded weapon to bad actors.
๐ก L8R's Take:
This is exactly what the industry needed right now.
We cannot expect security teams to fight next-gen AI threats with nerfed models that refuse to read malware code.
Anthropic is leading the pack here, and other AI labs better copy this playbook fast.
๐ Quick L8R Summary
Nous Research: Open-source AI lab raises $90M at $1.5B valuation to scale Hermes agent for enterprise.
Terafab: Musk confirms his companies will build and run the Texas chip fab independently TSMC might sublease space, that's it.
Anthropic CVP: Security teams get expanded access to less-restricted Claude models through new three-tier verification program.
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