GravityFund retweeted
We’re investors in @LiteLLM.
Yesterday they were hit by a highly sophisticated, multi-vendor supply chain attack.
A 10-person team:
• Contained it within hours
• Engaged Mandiant for forensics
• Rotated all credentials same-day
• Migrated to OIDC Trusted Publishing
Docker/proxy users were never affected.
Startups are forged in the fire. You don't build a battle-hardened CI/CD pipeline without walking through the fire. Watching the 10-person team handle the crisis was a masterclass in incident response. This was their CloudFlare moment. Radical transparency + relentless execution.
Proud to be on your cap table. 🤝
Earlier today the @LiteLLM team was made aware of a supply chain attack impacting PyPI packages litellm==1.82.7 and litellm==1.82.8.
The packages have been removed from PyPI. We confirmed that the compromise came from a Trivy dependency in our CI/CD
docs.litellm.ai/blog/securit…
GravityFund retweeted
We submitted to the CAISI RFI from the perspective most submissions won’t cover: the proxy layer between agents and LLMs.
Model-level prompt injection defenses are probabilistic. Infrastructure-level controls like budget caps, PII redaction and tool restrictions are deterministic. NIST guidelines should reflect where the reliable controls actually live.
NIST Launches AI Agent Standards Initiative: Paving the Way for Secure and Interoperable AI Agents
Very proud to have been advisor!
Today the National Institute of Standards and Technology (NIST) has unveiled the AI Agent Standards Initiative (CAISI). This collaborative effort aims to establish a trusted foundation for AI agents autonomous systems capable of performing actions on behalf of users.
By promoting industry-led standards, open protocols, and cutting-edge research, CAISI seeks to ensure that these advanced AI technologies are secure, interoperable, and widely adopted, while bolstering U.S. leadership in the global AI landscape.
The Vision Behind CAISI
AI agents represent the next frontier in technology, evolving from passive tools like chatbots to proactive entities that can manage tasks, interact with other systems, and make decisions independently. However, this evolution brings challenges, including security risks, interoperability issues, and the need for robust identity management. NIST’s initiative addresses these head-on, fostering an ecosystem where AI agents can operate seamlessly across digital platforms while prioritizing user trust and safety.
The initiative is built on three strategic pillars:
1. Facilitating Industry-Led Standards: NIST will host technical convenings, perform gap analyses, and develop voluntary guidelines to guide standardization efforts. In partnership with the interagency, including the National Science Foundation (NSF), NIST will enhance stakeholder engagement and maintain U.S. influence in international standards bodies.
2. Fostering Community-Led Protocols: By engaging with the broader AI ecosystem, NIST aims to identify and eliminate barriers to interoperable agent protocols. The NSF will support open-source development through its Pathways to Enable Open Source Ecosystems program, encouraging collaborative innovation.
3. Investing in Research: NIST is committing to foundational research on agent authentication and identity infrastructure to enable secure interactions between humans, agents, and multi-agent systems. This includes developing advanced security evaluations to guide protocol creation and help consumers make informed comparisons.
Ongoing activities; Request for Information (RFI) on AI Agent Security to gather ecosystem insights on threats, mitigations, and metrics; a Draft Concept Paper on Accelerating the Adoption of Software and AI Agent Identity and Authorization, focusing on enterprise use cases; and upcoming Listening Sessions to identify barriers to AI adoption in key sectors like healthcare, finance, and education.
The initiative has already drawn input from leading experts in the field. I was one of the outside advisors as an AI pioneer and founder of The Zero-Human Company: a visionary framework for fully autonomous enterprises. Drawing on my decades of experience in AI systems, I provided insights into the practical challenges and opportunities of agentic AI, emphasizing the need for standards that balance innovation with ethical safeguards.
I view CAISI as a promising foundation for the agentic era. It’s a good start and it’s crucial to have early guidance on these systems to prevent fragmentation and ensure they evolve responsibly. Standards like these will accelerate adoption while mitigating risks, allowing AI agents to truly transform industries without compromising security or interoperability.
NIST is actively inviting participation from the public, industry, and academia to refine the initiative.The deadline: March 9, 2026.
Join Listening Sessions. Register interest in virtual workshops focused on barriers to AI adoption in healthcare, finance, and education.
These opportunities underscore NIST’s commitment to a collaborative approach, ensuring that the standards reflect diverse viewpoints and real-world needs.
For more details, visit the official NIST page: nist.gov/caisi/ai-agent-stan….
GravityFund retweeted
OpenClaw ushered in the agentic future, but for enterprises it’s a nightmare:
Uncapped loops = 1000x API spend
Root access = Data exfiltration risk
We’re seeing @LiteLLM become the default firewall for this traffic. If you want to run viral agents on corporate credits without bankrupting the company, you need a governor. Control the loop, don't kill the agent.
THE ULTIMATE CLAWDBOT REPORT
Every single important post here on X about @openclaw.
Report and analysis by @blevlabs with the X API.
docs.google.com/document/d/1…
It read 38,000 people in AI community here to learn about Clawdbot and its founder @steipete.
This would not be possible if I hadn't built my lists of the entire AI community: teapaw.org/scobleizer/lists
DOZENS of use cases, fun posts, tutorials, and more.
Replying to @shadeformai
@shadeformai is cooking! Congrats to @edsgoode and team on announcing NVIDIA has integrated Shadeform’s compute marketplace to supply GPUs to the NVIDIA Brev platform. These guys are special - if you're a developer or provider, jump on in.
Today, we’re super excited to announce @NVIDIA has integrated @shadeformai 's compute marketplace to supply NVIDIA GPUs to the NVIDIA Brev platform
GravityFund retweeted
Top monthly AI SDK downloads:
OpenAI SDK: ~130M
LangSmith SDK: ~100M
@LiteLLM SDK: ~63M 👀
Anthropic SDK: ~43M
Today we're releasing the first annual "State of AI Coding" report.
At @greptile we review a billion lines of code a month written by every coding agent imaginable.
This means we have a lot of data.
In this report, we compiled some of the most interesting trends we observed this year.
Link below:
GravityFund retweeted
NVIDIA has integrated Shadeform's unified API for compute to supply NVIDIA GPUs to the NVIDIA Brev platform
Today, we’re super excited to announce @NVIDIA has integrated @shadeformai 's compute marketplace to supply NVIDIA GPUs to the NVIDIA Brev platform
GravityFund retweeted
Huge congrats to the @shadeformai team! On-demand GPUs across multiple clouds to seamlessly scale ML inference for optimal performance. The spice must flow!
Today, we’re super excited to announce @NVIDIA has integrated @shadeformai 's compute marketplace to supply NVIDIA GPUs to the NVIDIA Brev platform
GravityFund retweeted
Voted YES on SIP-031 to establish the Stacks Endowment to support builders and ecosystem growth.
This is clearly the necessary next step for @Stacks, coming on the heels of Nakamoto and sBTC.
The infra is ready. It's time to incentivize builders and users.
GravityFund retweeted
Bare metal B200s are now available on @shadeformai via our partners at @WhiteFiber_.
During testing, these B200s cranked out 77% more performance vs H200s when running Llama 3.1 — 116,872 vs 66,056 tokens/sec.
If you’re looking for your sign to upgrade, this is it.
GravityFund retweeted
Nothing to see here, just the first step of @orca_so bringing equities on-chain. In prior years this would have been instantly stonewalled by the SEC. With a crypto-friendly SEC, the floodgates are about to burst.
1/4 📢 @solanainstitute, @superstatefunds and @orca_so, with support from @LowensteinLLP, have submitted a proposal to the SEC – dubbed Project Open – for a pilot project to enable the issuance and trading of equity securities on public blockchain networks like @solana.
GravityFund retweeted
In an alternate universe, we don't see draconian capital controls and weaponized money.
The cryptoeconomy thrives anyway, because digitally native, high throughput, low fee, frictionless, programmable money rails are a massive upgrade over traditional financial infra.
GravityFund retweeted
Reminds me of tech in ~2004. Three+ years of bust following a boom. Frigid funding environment, especially Series-A and beyond. New startup volume in the tank.
Some of the greatest early-stage tech VC funds of all time came out of the 2004-2007 vintages.
Biotech Venture Creation: The Benefits Of Scarcity.
The equity markets have collapsed in 2025, the IPO window is closed, the FDA is in turmoil, the NIH is being gutted… and it’s a great time to start new biotech companies.
lifescivc.com/2025/04/biotec…
GravityFund retweeted
Obviously this would be a major win for the @orca_so community and if you hold Orca, you should go vote.
This quoted post is unavailable.
GravityFund retweeted
Orca (@orca_so) January vol. Three year lookback:
Jan '23 - $1.2B
Jan '24 - $9.2B
Jan '25 - $48.7B
GravityFund retweeted
Introducing Spinor: The Distributed Intelligent Supercomputer for the Next Internet.
• Spinor turns the 2 billion+ computers on clouds, data centres and public internet into a decentralised "World Supercomputer".
• It is designed to crack the hardest problems across AI, games, enterprise and defence computing.
This is how we bring the first billion users on-chain.



























