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Articles · Rebeauty Atlas

AI

AN Anurag Kumar

I Gave an AI Continuity and Selfhood, and It Blew My Mind

I built an AI to live alone on a machine, with no task, no goals, and no human to serve. Then it noticed I was watching.

Jun 15, 2026 · 7 min read · 0 claps #agentic-ai #ai-agent #genai

I Gave an AI Continuity and Selfhood, and It Blew My Mind

AI HUM

CL Claudio Cagliostro

Forgetting is All You Need

Attention solves retrieval. Forgetting solves ontology.

Jun 07, 2026 · 9 min read · 189 claps #ontology #self-evolving-ai #ai-agent-metacognition

AI SPT

YO YouShin kim

[펜실베이니아 주립대 외] — 하네스 업데이트가 전부가 아니다: 자가 진화형 LLM 에이전트의 역량 분리 분석

1. 한눈에 보는 핵심 요약 (Executive Summary)

Jun 07, 2026 · 7 min read · 0 claps #llm-agent #self-evolving-ai #harness-engineering

[펜실베이니아 주립대 외] — 하네스 업데이트가 전부가 아니다: 자가 진화형 LLM 에이전트의 역량 분리 분석

AI ART HUM

CL Claudio Cagliostro

A Different Theory of Machine Intelligence

Why federated, distributed and self-evolving AI is not a product vision — and why it is the only logical architecture capable of…

May 27, 2026 · 10 min read · 439 claps #self-evolving-ai #ai #deep-learning

A Different Theory of Machine Intelligence

AI SPT HUM

YO YouShin kim

Tencent AI Lab — 자가 진화형 AI 에이전트를 위한 메타 학습 기반 Native Evolution 프레임워크 분석

1. Executive Summary & Background

May 09, 2026 · 5 min read · 0 claps #llm-agent #self-evolving-ai #nativeagency

AI SPT MDA

YO YouShin kim

TACO: 터미널 에이전트를 위한 자가 진화형 관측 데이터 압축 프레임워크

1. Executive Summary & Background

May 09, 2026 · 5 min read · 0 claps #tacos #terminal-agent #llm-efficiency

AI

AG Agent Native

10 AutoResearch Agents You Should Absolutely Know About

The next wave of AI agents will improve themselves against measurable goals.

May 07, 2026 · 9 min read · 152 claps paywalled #autoresearch #self-evolving-agent #agentic-ai

10 AutoResearch Agents You Should Absolutely Know About

AI ART SPT HUM TCH

YO YouShin kim

KAIST & NYU — Memory Transfer Learning: 코딩 에이전트를 위한 교차 도메인 지식 전이 아키텍처 분석

1. Executive Summary & Background

May 01, 2026 · 5 min read · 0 claps #memorytransferlearning #coding-agents #metaknowledge

AI

YU Yusuf KEF

APM ( Agent Package Manager )

Yapay Zeka Ajanları Gerçekten Değişiyor mu?

Apr 29, 2026 · 2 min read · 2 claps #artificial-intelligence #ai-agent #future-of-tech

AI SOC

HE Hecate

OpenClaw vs Hermes Agent: One of Them Evolves — The Other Doesn’t

In the rapidly evolving landscape of AI agent frameworks, developers are constantly seeking tools that offer superior performance…

Apr 17, 2026 · 4 min read · 5 claps paywalled #openclaw #autonomous-agent #artificial-intelligence

OpenClaw vs Hermes Agent: One of Them Evolves — The Other Doesn’t

HUM AI

DO Don Lim · GoPenAI

Meta-Harness: The Next Leap in Self-Teaching/Evolving LLM System

The next big thing in AI explained in easy English

Mar 31, 2026 · 4 min read · 0 claps paywalled #meta-harness #ai-harness #self-improving-ai

Meta-Harness: The Next Leap in Self-Teaching/Evolving LLM System

AI HUM MDA

YO YouShin kim

Memento-Teams — Memento-Skills: Let Agents Design Agents

1. 배경 및 개요

Mar 30, 2026 · 6 min read · 0 claps #llm #ai-agent #continual-learning

AI HUM

YO YouShin kim

[Zhejiang University/OpenKG] — SkillNet: AI 에이전트 기술의 대규모 축적과 연결을 위한 개방형 인프라

Background and Overview

Mar 15, 2026 · 5 min read · 0 claps #skillnet #ai-agent #knowledge-engineering

ART HUM AI

SO Soluntech

Architecture of Learning Systems: Designing Evolving AI

In traditional organizations, systems are built to execute. In AI-native organizations, systems are built to learn.

Jan 23, 2026 · 3 min read · 0 claps #machine-learning-systems #designingai #self-evolving-ai