SpaceX has almost finished writing V1.0 of an in-house AI training stack in C that exact-maps to 220k GB300s with 800G NICs, making heavy use of pipeline parallelism and getting as close to bare metal as possible.
The potential speed improvement vs JAX for large training runs is over an order of magnitude.
List of Papers Related to LLM for Vulnerability Research/Detection 💀🔥
Massive collection of cutting-edge research covering:
🔍 AI-Powered Vulnerability Detection
🤖 LLM-Based Code Analysis
⚔️ Agentic Vulnerability Hunting
📡 Repo-Scale Security Scanning
🔥 Smart Contract Auditing
🛡️ Static Analysis + LLMs
📚 Real-World CVE Benchmarks
Includes papers from:
🏛️ ICSE
🏛️ NDSS
🏛️ USENIX
🏛️ IEEE S&P
🏛️ ACL / EMNLP / NeurIPS
Most people discussing “AI security” never read the actual research.
This repo gives you direct access to the papers, datasets, benchmarks, and frameworks shaping the future of automated vulnerability discovery.
Perfect for:
👨💻 AppSec Engineers
🔴 Security Researchers
🤖 AI Security Learners
📖 Students exploring AI + Cybersecurity
🔗 https://t.co/JuAlmQCDCW
#CyberSecurity #LLM #AISecurity #AppSec #VulnerabilityDetection #MachineLearning #Infosec
google-antigravity/antigravity-sdk-python: A Python library for building AI agents that leverage the full power of Google Antigravity. https://t.co/MyUBPe4zlm
Grok foundation model V9-Medium (1.5T) has finished training. Evals look good. A lot of Cursor data was added in supplementary training and there is more to come.
Fine-tuning is underway and reinforcement learning begins in a few days. 2 to 3 weeks to public release.
This will be a major improvement over the 0.5T v8-small that currently serves all Grok production traffic, especially for difficult coding tasks.
You can now use your @grok or X Premium subscription in @opencode.
Use the model powering Grok Build for high speed and codebase intelligence.
https://t.co/8D2F9jYoIQ
Transitioning Gemini CLI users to Antigravity CLI
We are unifying our efforts around a single harness and platform, Google Antigravity with four distinct surfaces:
• Antigravity 2.0
• Antigravity CLI
• Antigravity SDK
• Antigravity IDE
This will allow us to move faster and give you a streamlined experience wherever you do your best work.
Rebuilt in Go for speed, Antigravity CLI is available today and brings robust multi-agent orchestration and asynchronous workflows to your terminal.
Important things to know:
1. If you are using Gemini CLI through your Google one account (Google AI Pro or AI Ultra) or through Gemini Code Assist for individuals (free offering) we will be helping you migrate your workflows over the next 30 days.
2. No action required for Enterprise users. Enterprise plans and API keys will continue to be supported in Gemini CLI.
Read the full details in our blog post → https://t.co/IqvqDt9XLn
A Claude Code skill bundle for bug hunting and external red-team work - 51 skills, 15 slash commands, 574+ disclosed-report patterns curated across 24 vulnerability classes, plus enterprise identity + infrastructure attack matrices. https://t.co/MpxsmCqaM3
⚡ Zig: Async I/O with std IO today.
Zig 0.16 introduced a standard I/O abstraction, but the built-in usable runtime is still thread-based.
Lukáš shows how zio uses the same API and gives real async I/O with io_uring/epoll/kqueue/IOCP.
https://t.co/8uJn8exnVW
#zig#ziglang