What's Crossed My Algo

GitHub - elastic/supply-chain-monitor

Contribute to elastic/supply-chain-monitor development by creating an account on GitHub.

Dan Guido - 200 Bugs/Week/Engineer: How We Rebuilt Trail of Bits Around AI | [un]prompted 2026

by unprompted

Introducing TurboQuant: Our new compression algorithm that reduces LLM key-value cache memory by at least 6x and delivers up to 8x speedup, all with zero accuracy loss, redefining AI efficiency. Read the blog to learn how it achieves these results: pic.twitter.com/9SJeMqCMlN

@Google Research

We’re introducing Dynamic Workers, which allow you to execute AI-generated code in secure, lightweight isolates. This approach is 100 times faster than traditional containers.

@Cloudflare

substack.com

cylake.substack.com

Run Autonomous, Self-Evolving Agents More Safely with NVIDIA OpenShell | NVIDIA Technical Blog

AI has evolved from assistants following your directions to agents that act independently. Called claws, these agents can take a goal, figure out how to achieve it, and execute indefinitely—while…

Identity and Access Management (IAM) in the age of AI Agents

The trend to adopt AI Agents within enterprises is expected to continue to accelerate. BNY, as an example, has already deployed 130 ‘digital workers’ with human managers, and other large enterprises are seeing transformative success in areas like software development and customer success. Palo Alto

1/4 LLMs solve research grade math problems but struggle with basic calculations. We bridge this gap by turning them to computers. We built a computer INSIDE a transformer that can run programs for millions of steps in seconds solving even the hardest Sudokus with 100% accurac...

@Christos Tzamos

manually writing a 75pg pentest report hits so different in the ai era

@michael

GitHub - openai/symphony: Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents.

Symphony turns project work into isolated, autonomous implementation runs, allowing teams to manage work instead of supervising coding agents. - openai/symphony

Meet KARL: a faster agent for enterprise knowledge, powered by custom reinforcement learning (now in preview). Enterprise knowledge work isn’t just Q&A. Agents need to search for documents, find facts, cross-reference information, and reason over dozens or hundreds of steps.… ...

@Databricks AI Research

forbes.com

My Thoughts on Claude Code Security | Hoplite Labs

Michael Weimer shares his thoughts around the recent Claude Code Security hype.

we're making @blocks smaller today. here's my note to the company. #### today we're making one of the hardest decisions in the history of our company: we're reducing our organization by nearly half, from over 10,000 people to just under 6,000. that means over 4,000 of you are…

@jack

We promised we'd be back! Join us on our journey, from repro'ing N-days to stumbling into 0-days in SolarWinds Web Help Desk, eventually achieving pre-auth RCE. This research fuels the watchTowr Platform, our Preemptive Exposure Management technology.

@watchTowr

Identity Control Plane Under Attack: Consent Abuse and Hybrid Sync Risks

by Microsoft Security Community

Introducing Claude Code Security, now in limited research preview. It scans codebases for vulnerabilities and suggests targeted software patches for human review, allowing teams to find and fix issues that traditional tools often miss. Learn more: pic.twitter.com/zw9NjpqFz9

@Claude

The Patriot: Shyam Sankar of Palantir

For two decades, Shyam Sankar has been the most important but hidden figure behind Palantir. The question now is whether he will win his wars.

Bought a new Mac mini to properly tinker with claws over the weekend. The apple store person told me they are selling like hotcakes and everyone is confused :) I'm definitely a bit sus'd to run OpenClaw specifically - giving my private data/keys to 400K lines of vibe coded…

@Andrej Karpathy

X Article

Shared by @Jason Lang

Worlds: A Simulation Engine for Agentic Pentesting

An 8B model went from blindly loading Metasploit modules to achieving Domain Admin on GOAD, trained entirely on synthetic data from our world model system.

Minions: Stripe’s one-shot, end-to-end coding agents

Minions are Stripe’s homegrown coding agents, responsible for more than a thousand pull requests merged each week. Though humans review the code, minions write it from start to finish. Learn how they work, and how we built them.

OpenClaw: The Viral AI Agent that Broke the Internet - Peter Steinberger | Lex Fridman Podcast #491

by Lex Fridman

I've been researching the Microsoft cloud for almost 7 years now. A few months ago that research resulted in the most impactful vulnerability I will probably ever find: a token validation flaw allowing me to get Global Admin in any Entra ID tenant. Blog: https://t.co/jD6EaGtsn3 &

@Dirk-jan