atul chaudhari
LLM Security, Prompt Injection & AI Governance
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Securing production AI requires moving beyond basic input sanitization to full semantic runtime defense.
A look inside the AI Prompt Shield engine:
Pre-execution vector inspection to neutralize adversarial intent.
Deterministic isolation for system overrides and unauthorized...
AI Compliance Shield — EU AI Act Advisory & Research Hub
I built and run aicomplianceshield.io, a research and advisory hub for teams navigating the EU AI Act.
It includes statutory briefings on Article 50 transparency obligations and the Digital Omnibus, a compliance matrix...
Cutting through AI regulation noise.
I publish weekly analysis on the EU AI Act, OWASP's agentic security guidance and what AI compliance actually requires in practice, not what the headlines claim.
Each piece breaks down a real obligation, maps it to a technical control, and...
Most AI products fail the same three security tests.
The system prompt can be extracted in under 10 minutes.
The guardrails block obvious jailbreaks but miss indirect prompt injection through documents, RAG sources and tool outputs.
There are no runtime evidence logs, so when a...
