Rebeauty Atlas는 무엇인가요?

Rebeauty Atlas는 AI·디자인·마케팅·경제·의료 등 다양한 주제의 Medium 아티클을 수집해 태그·트랙·위키·인사이트로 탐색할 수 있게 정리한 리서치 아카이브입니다.

글은 어떻게 모이나요?

Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

사이트는 어떤 섹션으로 구성되어 있나요?

Articles · Wiki · Insights · Tags 섹션으로 구성되어 있으며, PHP MVC · MySQL · shadcn-style UI · Wiki via keyword rules 로 만들어졌습니다.

Articles · Rebeauty Atlas

AI

MI Micheal Lanham

Your Agent Got the Right Answer. That Doesn’t Mean It’s Reliable.

How to score the path an agent took, not just where it landed, and catch the runs that look healthy but aren’t. With runnable Agent SDK…

Jun 25, 2026 · 5 min read · 0 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Your Agent Got the Right Answer. That Doesn’t Mean It’s Reliable.

AI

MI Micheal Lanham

Four Roads to Superhuman AI. The Receipt Is Real, the Runaway Is Not.

An AI just sped up the very code used to train its own successor. Here are the four engineering roads from human-level to superhuman…

Jun 25, 2026 · 9 min read · 14 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Four Roads to Superhuman AI. The Receipt Is Real, the Runaway Is Not.

AI

MI Micheal Lanham

A Model Can Judge the Quality Code Can’t. Here’s How Not to Get Fooled.

How to build an LLM-as-judge for your agent, the predictable ways it lies, and the one check that turns it from a guess into a measurement.

Jun 24, 2026 · 6 min read · 1 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

A Model Can Judge the Quality Code Can’t. Here’s How Not to Get Fooled.

AI SCI

MI Micheal Lanham

It’s Not the Genius. It’s the Exponent.

AI capability rides three multiplying curves at once, roughly 10x more “effective compute” every year. Here’s the math behind that number…

Jun 24, 2026 · 9 min read · 0 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

AI

MI Micheal Lanham

The Cheapest Agent Eval Is Plain Code. Here’s Where It Stops Working.

Why deterministic checks belong at the front of every eval suite, and the one thing they can never see: quality. With runnable Agent SDK…

Jun 23, 2026 · 5 min read · 1 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

The Cheapest Agent Eval Is Plain Code. Here’s Where It Stops Working.

AI

MI Micheal Lanham

Superintelligence Isn’t a Smarter Human. It’s Smarter Than All of Us, Combined.

Everyone uses the word wrong. DeepMind’s June 2026 report sets a far stranger, steeper bar, and once you see it, you also see why a digital…

Jun 23, 2026 · 9 min read · 11 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Superintelligence Isn’t a Smarter Human. It’s Smarter Than All of Us, Combined.

AI

MI Micheal Lanham

Your Agent’s Eval Is Green. That Might Be the Problem.

Why an eval is only as good as its cases, and how to stock your dataset with the questions most likely to break the agent. With runnable…

Jun 22, 2026 · 5 min read · 13 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Your Agent’s Eval Is Green. That Might Be the Problem.

AI LIF

MI Micheal Lanham

Stop Asking When AI Gets Smart. Start Asking What Happens Next.

Google DeepMind mapped the road past human-level AI and pointedly refused to name a date. Here’s why that refusal is discipline, not a…

Jun 22, 2026 · 9 min read · 0 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Stop Asking When AI Gets Smart. Start Asking What Happens Next.

AI

MI Micheal Lanham

Your Agent’s Eval Should Tell You Where It Broke

Why a single pass/fail score hides your agent’s real problem, and how to write outcome and process checks that point straight at it. With…

Jun 21, 2026 · 6 min read · 2 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Your Agent’s Eval Should Tell You Where It Broke

AI

MI Micheal Lanham

Your Agent Works in the Demo. Is It Actually Any Good?

What an eval really is, why a single accuracy number stops working the moment you have an agent, and the smallest version you can run this…

Jun 20, 2026 · 6 min read · 0 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Your Agent Works in the Demo. Is It Actually Any Good?

AI

MI Micheal Lanham

A $1,500 Box Generates as Fast as the $4,699 DGX Spark. Then the Agent Hits Prefill.

Generation speed comes from memory bandwidth. The cheap unified-memory boxes match the Spark there. Prefill speed is the gap your agent…

Jun 09, 2026 · 10 min read · 8 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

A $1,500 Box Generates as Fast as the $4,699 DGX Spark. Then the Agent Hits Prefill.

AI SPR

MI Micheal Lanham

Your AI Agent Is Not a Chatbot. Your Local Hardware Shouldn’t Be Either.

Agents burn 5 to 30 times the tokens of a chatbot, in dozens of bursty short calls. The specs you’ve been optimizing your local rig for are…

Jun 08, 2026 · 10 min read · 9 claps #micheal-lanham #ai-agents-in-action #self-improving-agent

Your AI Agent Is Not a Chatbot. Your Local Hardware Shouldn’t Be Either.

AI

MI Micheal Lanham

Your AI Agents’ Shared Memory Is Their Best Coordinator and Their Biggest Attack Surface

Sharing memory lifts multi-agent task success by up to 57%. It also lets a single poisoned note compromise the entire team. The…

Jun 07, 2026 · 10 min read · 14 claps #micheal-lanham #ai-agents-in-action #self-improving-agent