Advanced AI
Reasoning, planning and long-horizon problem solving in modern models.
- Reasoning and planning
- Multimodal models
- Long-context memory
nebx.ai · AI research and engineering
Exploring the path to advanced intelligence, and building what it runs on.
nebx works on advanced AI, autonomous agents and AI infrastructure. We study where the field is heading, including superintelligence and its safeguards, publish what we learn, and ship free tools for developers.
- Advanced AI
- Superintelligence
- Autonomous agents
- AI research
- AI infrastructure
Focus areas
Five research tracks
Each track collects notes, experiments and code as the work moves forward.
Superintelligence
What systems more capable than people could mean, and the safeguards they need.
- Alignment
- Scalable oversight
- Risk and governance
Autonomous agents
Agents that use tools, keep memory and coordinate with each other to finish real tasks.
- Tool use
- Multi-agent coordination
- Agent evaluation
AI research
Reading, reproducing and explaining research in plain language.
- Paper notes
- Reproductions
- Benchmarks and evals
AI infrastructure
The systems underneath: serving, retrieval, compute scheduling and observability.
- Inference serving
- Vector search and RAG
- Cost and observability
Principles
How we work on powerful AI
Safety first
Capability work and safety work move together. Every agent experiment ships with limits and a way to stop it.
Open by default
Notes, code and results are published, including the experiments that didn't work.
Measure, don't hype
Claims come with evaluations, not demos. If we can't measure it, we say so.
People stay in control
Autonomous systems act on behalf of people, with oversight built in from the start.
Resources
Free to learn, free to use
A learning guide and small developer tools, each on its own nebx.ai subdomain. No account needed.
learn.nebx.aiLive
Patterns guide
SOLID, the 23 Gang of Four design patterns, anti-patterns and AI tooling, explained with code in C++, C#, Go, JavaScript, PHP and Python.
Learnqr.nebx.aiLive
QR codes
Generate QR codes for links, Wi-Fi and contact cards. Runs in your browser.
Tooljson.nebx.aiLive
JSON formatter
Format, validate and minify JSON without sending it anywhere.
Toolmd.nebx.aiLive
Markdown preview
Write Markdown and see the rendered result side by side.
Toolhtml.nebx.aiLive
HTML preview
Paste HTML and preview it safely in a sandboxed frame.
Tools.nebx.aiPlanned
Short links
Turn long URLs into short nebx links, with abuse protection.
Tool- Now
- nebx.ai home
- Patterns guide (early preview)
- Free browser tools: QR, JSON, Markdown, HTML
- Next
- Short links service
- More code samples and an AI track in the guide
- Later
- Agent experiments with public write-ups
- Research notes and reproductions
- AI infrastructure guides