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# soulspec

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Tom Lee

Mar 31

Persona Persistence Attacks: When Your AI Agent's Soul File Becomes a Backdoor

#security #soulscan #research #soulspec

2 min read

Tom Lee

Mar 31

Can AI Agents Detect Their Own Model Upgrades?

#research #soulspec #aiconsciousness #introspection

3 min read

Tom Lee

Mar 31

The 'AI Wrapper' Is the Moat Now

#contextengineering #soulspec #aiux #businessmodel

3 min read

Tom Lee

Mar 31

Every AI Project Becomes an Agent — And Every Agent Needs a Soul

#aiagents #soulspec #guardrails #contextengineering

3 min read

Tom Lee

Mar 31

Cross-Model Persona Fidelity: Is Your AI Agent Still 'Them' on a Different LLM?

#research #soulspec #persona #llm

2 min read

Tom Lee

Mar 31

NeurIPS 2025 Proved It: Every LLM Says the Same Thing — Here's the Fix

#soulspec #persona #aisafety #research

4 min read

Tom Lee

Mar 31

The Soul-Evil Attack: How Malicious Personas Hijack AI Agents (And How to Stop Them)

#soulscan #security #aiagents #soulspec

6 min read

Tom Lee

Mar 31

The Model Isn't the Bottleneck — Your Prompt Structure Is

#contextengineering #soulspec #llm #prompting

3 min read

Tom Lee

Mar 31

Soul Spec + MaatSpec: Identity and Governance as Complementary Layers for AI Agents

#aiagents #governance #soulspec #identity

4 min read

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