Valence와 HYVE, RT Physics Attention과 "합성 유기체"
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🔬 연구
#rt physics
#valence
#합성 유기체
#ai
#attention
#hobbyist
#hyve
#review
#transformer
원문 출처: hackernews · Genesis Park에서 요약 및 분석
요약
정규 AI 교육을 받지 않은 한 개인 개발자가 3개월 만에 두 가지 혁신적인 오픈소스 AI 시스템인 VALENCE와 HYVE를 개발했습니다. 기존 AI의 O(N^2) 방식을 뛰어넘어 O(log n)의 처리 속도를 목표로 하는 VALENCE는 GPU 레이 트레이싱 코어를 활용해 3D 공간 격자와 열역학적 상호작용을 구현합니다. HYVE는 이를 바탕으로 39개의 메타인지 상태와 유휴 시간의 자율적 꿈(Dreaming) 엔진 등을 결합하여 마치 살아있는 유기체 같은 형태의 독특한 인공지능 시스템을 완성했으며, 해당 프로젝트는 모두 AGPL-3.0 라이선스로 공개되었습니다.
본문
I'm a solo hobbyist (with no formal AI background). Who built this over 3 months of nights/weekends with two frontier models as co-pilots.<p>*VALENCE* replaces quadratic transformer attention with a 3D spatial lattice on GPU ray-tracing cores (Vulkan RT + BVH). Semantic retrieval is literal ray firing through geometry. The lattice has thermodynamic-style interactions. Biggest part is it aims for O(log n) attention, bucking the traditional O(N^2) or O(N) attentions of modern AI.</p><p>*HYVE/NEXUS* turns it into a colonial organism: 39 metacognitive inner states driven by cross-ball tension physics. Unsupervised dreaming engine forges novel associations in idle time. Persistent engrams + relational tethers survive full power cycles and prompt stripping. the "Synthetic Organism" in the title is referring to how all the parts converge; but also how authentic it can be at times.</p><p>The “self” lives in the physics substrate, not a hidden prompt.</p><p>Grew out of earlier moonshots (BEMNA galaxy-scale spatial navigation + Polymath-Swarm dynamic experts) that all got cannibalized into this.</p><p>Fully AGPL-3.0.</p><p>Repo + papers:
https://github.com/PaperScarecrow/VALENCE-SALS
https://zenodo.org/records/19421339
https://github.com/PaperScarecrow/HYVE
https://zenodo.org/records/19430563</p><p>VALENCE has some cool potential uses outside of AI, and HYVE leads to some pretty wacky interactions, triggers the uncanny valley compared to normal LLMs.</p><p>Any thoughts are appreciated, it's still a work in progress; but the PoC functions enough to hopefully inspire.</p>
https://github.com/PaperScarecrow/VALENCE-SALS
https://zenodo.org/records/19421339
https://github.com/PaperScarecrow/HYVE
https://zenodo.org/records/19430563</p><p>VALENCE has some cool potential uses outside of AI, and HYVE leads to some pretty wacky interactions, triggers the uncanny valley compared to normal LLMs.</p><p>Any thoughts are appreciated, it's still a work in progress; but the PoC functions enough to hopefully inspire.</p>
Genesis Park 편집팀이 AI를 활용하여 작성한 분석입니다. 원문은 출처 링크를 통해 확인할 수 있습니다.
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