@amitsides

A Multidisciplinary Theory of Exploiting LLMs and Guardrails: The Collapse of Embedding Geometry

Agentic AI SecOps Overview Part 1: Between Red-Blue Multi-Agents ContextSecOps Bottle and Poison

Aug 25, 2025 · 11 min read · I will now present some AI SecOps use cases. The first one is how to build two MAS (Multi-Agent Systems) as Red/Blue teams, where there are multiple roles. The Red team can be used for prompt stress testing (Prompt Metaspolit if you’d like), and the ...

AI Agents and their Ontologies, Psychologies, RAG Capabilities, Identity, Personality, Communication Skills, and Infrastructure

Mar 29, 2025 · 10 min read · *You’re under no obligation to be the same person you were five minutes ago. (*Alan Watts) Overview: From Prompts to Agentic Identity I have seen different prompts instructing Agents to play a role. Many agents with different roles converse with eac...

Cyber Unicorns Reverse Engineered (CSPM & XDR): JSON, Cypher, Graphs, Embeddings, and Intruders

Mar 18, 2025 · 8 min read · Tags: AI, Cyber, CSPM, XDR, GraphMap, GNN, Cypher, XGBoost, Python What’s the technology behind Cybersecurity Unicorns? What are the complexities of building AI First XDR/CSPM Products? Multiple Use Cases, Misconfigurations, Datatypes, and Cyber Ont...

RAG Agnostic Agentic AI: The OmniScience Design Pattern

Feb 17, 2025 · 8 min read · We all want our AI Agents to be database agnostic, query languages agnostic, and API-calling Agnostic. With the help of LLM, this is now possible. We can, as LLMs, build queries on the fly for our RAG to retrieve relevant data and then send it to LLM...