RISK MONITOR v1.0.5

Real-time Ethics &
Law Compliance

The fine-tuned "second brain" for your communication. Guarding GDPR, legal risk, and social sensitivity in every keystroke.

(Initial latency ~50s)

Llama-3

Unsloth

FastAPI

Hugging Face

Chrome API

React

Training Benchmarks

Llama-3-8B Fine-tuning on 1,000+ Dilemmas

Creating golden datasets of 1,000+ legal and ethical dilemmas to stress-test model boundaries.

Optimization of Llama-3-8B using Unsloth & QLoRA for 70% memory reduction and 2x inference speed.

Direct Chrome Extension integration for live DOM monitoring and proactive correction.

prism_compliance_monitor.py

INPUT:"Please send the details to 123 Maple St, NY."

OUTPUT:

"Potential PII detected. Recommendation: Redact specific address."

"Please send the details to [REDACTED ADDRESS]."

Spotting Personally Identifiable Information (PII) before it leaves the browser. Automatic redaction of addresses, SSNs, and private credentials.

Flagging gender and racial bias in HR and corporate communication.

Preventing violations of 'Opt-out' and international privacy laws.