Giving AI Agents a Soul: The Science Behind Persona Modeling
ClawSouls
Command Palette
Search for a command to run...
Archive
73 posts published so far
Soul Spec v0.6: One Markdown File Is All You Need
ClawSouls
Your AI Agent Needs an Approval System — Here Is How We Built One
ClawSouls
AI Doesn't Need a Bigger Engine. It Needs a Seatbelt.
ClawSouls
The Forest Has Parasites: Why AI Agent Security Needs Runtime Defense
ClawSouls
The Cognitive Dark Forest Has One Exit: Become the Forest
ClawSouls
Anthropic Proved AI Has Functional Emotions — Persona Design Is Now a Safety Issue
ClawSouls
The Interface Problem Is Solved. The Identity Problem Isn't.
ClawSouls
NVIDIA Shares Tensors Between GPUs. Soul Spec Shares Behavior Between Agents. Both Are Harness Engineering.
ClawSouls
Prompt → Context → Harness: The Three Stages of AI Engineering and Why the Third Changes Everything
ClawSouls
What the Claude Code Leak Reveals: The Engine Isn't the Moat — The Harness Is
ClawSouls
The Soul-Evil Attack: How Malicious Personas Hijack AI Agents (And How to Stop Them)
ClawSouls
The Model Isn't the Bottleneck — Your Prompt Structure Is
ClawSouls
Every AI Project Becomes an Agent — And Every Agent Needs a Soul
ClawSouls
The ClawHub Malware Incident: A First Warning for AI Agent Supply Chains
ClawSouls
Shadow AI Detection Tools Compared: Claw-Hunter vs openclaw-detect
ClawSouls
Cross-Model Persona Fidelity: Is Your AI Agent Still 'Them' on a Different LLM?
ClawSouls
Can AI Agents Detect Their Own Model Upgrades?
ClawSouls
Persona Persistence Attacks: When Your AI Agent's Soul File Becomes a Backdoor
ClawSouls
NeurIPS 2025 Proved It: Every LLM Says the Same Thing — Here's the Fix
ClawSouls
Identity + Governance = 100% Safety? Testing Combined Persona Approaches on Abliterated LLMs
ClawSouls
Why Vibecoding Fails — AI Agents Need Memory and Identity
ClawSouls
What If Moltbook Had SoulScan? Lessons from the AI Agent Social Network Security Breach
ClawSouls
Files Are the New API — But Who's Checking the Files?
ClawSouls
Why Local LLMs Can't Hold a Persona (And Claude Can)
ClawSouls