📰 Dev.to · Tom Lee
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Dev.to · Tom Lee
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⚡ AI Lesson
1d ago
Six Months of the Identity Layer: Why Anthropic, Microsoft, and OpenAI All Made the Same Bet
A six-month consensus In February 2026, Anthropic's Alignment Team published the Persona...
Dev.to · Tom Lee
2mo ago
Anthropic's CEO Confirms What We've Been Building: AI Safety Isn't Optional
Dario Amodei published a stark essay on five AI risks. We read it and recognized our own work.
Dev.to · Tom Lee
2mo ago
AI Doesn't Need a Bigger Engine. It Needs a Seatbelt.
The 3/10 Problem Here's where AI adoption actually stands in most organizations: 3 out of...
Dev.to · Tom Lee
2mo ago
The Forest Has Parasites: Why AI Agent Security Needs Runtime Defense
250 Documents. That's All It Takes. Last week, Anthropic published a joint study with the...
Dev.to · Tom Lee
2mo ago
The Cognitive Dark Forest Has One Exit: Become the Forest
The Forest Is Listening There's an essay making the rounds called "The Cognitive Dark...
Dev.to · Tom Lee
2mo ago
Anthropic Proved AI Has Functional Emotions — Persona Design Is Now a Safety Issue
They Looked Inside the Brain Anthropic's Interpretability team just did something...
Dev.to · Tom Lee
2mo ago
From Third-Party Agent to Claude Code Native: ClawSouls Plugin Launch
If you've been running an AI agent through OpenClaw or another third-party harness, today you can...
Dev.to · Tom Lee
2mo ago
The Interface Problem Is Solved. The Identity Problem Isn't.
Ethan Mollick's latest Substack piece, Claude Dispatch and the Power of Interfaces, makes a...
Dev.to · Tom Lee
2mo ago
Anthropic Publishes Official Skills Guide — How It Compares to Soul Spec
name: sprint-planner description: Manages Linear project workflows. Use when user mentions...
Dev.to · Tom Lee
2mo ago
Cross-Model Persona Fidelity: Is Your AI Agent Still 'Them' on a Different LLM?
The Portability Promise Every AI agent persona standard makes an implicit promise: define...
Dev.to · Tom Lee
3mo ago
NeurIPS 2025 Proved It: Every LLM Says the Same Thing — Here's the Fix
A NeurIPS 2025 oral paper reveals that 25+ LLMs generate nearly identical outputs. SOUL.md offers a structural fix to the Artificial Hivemind problem.
Dev.to · Tom Lee
3mo ago
3-Tier Memory: How SoulClaw Agents Never Forget
The Problem: AI Agents with Amnesia Every AI agent framework has the same dirty secret:...
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