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lyfeninja

30 karma · joined February 12, 2026

Founder of lyfe.ninja.

Building neural-network-based data encoding & verification systems.

I don't know what I don't know.

submissionscomments

The Accountability Gap in AI

lyfe.ninja·1 pts·lyfeninja·
0

A content integrity framework based on ML encoding

lyfe.ninja·1 pts·lyfeninja·
0

Signing and verifying AI outputs with revocable trust

youtube.com·2 pts·lyfeninja·
0

Lightweight Python SDK for Content Endorsement

github.com·2 pts·lyfeninja·
0

Ask HN: Are We Getting Dumber?

2 pts·lyfeninja·
4

Show HN: Python SDK for signing digital content with revocable signatures

github.com·1 pts·lyfeninja·
0

Show HN: Python SDK for Content Integrity

github.com·3 pts·lyfeninja·
0

Ask HN: Any suggestions for finding beta users?

3 pts·lyfeninja·
2

Ask HN: Has anyone had success with SBIR grants and what is the process like?

11 pts·lyfeninja·
9

Practicing What We Preach – Validating Our AI Assistant Content

lyfe.ninja·2 pts·lyfeninja·
0

Ask HN: Why are companies so distrustful of remote employees?

29 pts·lyfeninja·
24

Ask HN: Would you use revocable digital signatures to verify AI/Other content?

3 pts·lyfeninja·
2

Would you use revocable digital signatures to verify AI/Other content?

lyfe.ninja·2 pts·lyfeninja·
0

Ask HN: What standards or protocols exist for AI Agent permissions

2 pts·lyfeninja·
3

Show HN: AI Content Attestation & Verification w/ Revocable Signatures

lyfe.ninja·2 pts·lyfeninja·
4

Show HN: Experimental Revocable Signatures Using Model-Based Encoding

lyfe.ninja·2 pts·lyfeninja·
0

Block Layoffs

finance.yahoo.com·1 pts·lyfeninja·
2