Lucas Martin Calderon (@lmc_security)

작성자는 로컬에서 실행되는 1,200억 매개변수 규모의 LLM을 언급하며 @EthereumDenver에서 '결정적(deterministic) AI 추론을 이용한 예측시장 결제(prediction market resolution)과 다중 에이전트 구성'에 대해 발표할 예정이라고 알립니다. 대규모 LLM의 로컬 운용과 예측시장 적용이라는 혁신적 사용사례 및 기술 발표 예고입니다.

https://x.com/lmc_security/status/2023424055018184950

#llm #deterministicai #predictionmarkets #ethereum

Lucas Martin Calderon (@lmc_security) on X

safe travels to me and to my 120-billion parameter LLMs running locally and flying at 900km/h to @EthereumDenver i’ll be speaking about deterministic ai inference for prediction market resolution in a multi agentic setup a space worth billions, and soon even more - with

X (formerly Twitter)

Origin 006 Core đạt bước tiến lớn: xử lý 100.000 điểm dữ liệu trong 14.73s tại 200D – không dùng GPU, không backprop. Tốc độ 6,788 điểm/giây, độ trễ trung bình 147μs, nén dữ liệu 50.04% bằng hình học định hướng xác định. Chạy trên CPU Colab thông thường. Purity Mode giúp duy trì cấu trúc trong không gian cao chiều. Mở ra hướng mới cho xử lý dữ liệu hiệu năng cao, tiết kiệm năng lượng. #AI #MachineLearning #Origin006 #DeterministicAI #HighDimensional #LLM #TríTuệNhânTạo #HọcMáy #XửLýDữLiệu

https

Announcing Azure Language in Foundry Tools for deterministic, privacy-first agents | Microsoft Foundry Blog

In today’s rapidly evolving AI landscape, developers are seeking reliable, secure, and predictable language capabilities to power the next generation of enterprise-grade agents. As agentic architecture becomes central to modern applications, teams need tools that deliver stronger privacy guarantees, deterministic behavior, and seamless integration across their AI stack. As part of the broader transition from […]

Microsoft Foundry Blog

Love / hate Cory Doctorow, but he tends to get things more right than wrong over the course of time. The math for the current GenAI world simply doesn't work. But hey, set that aside for a moment. The *technology* doesn't do what it says it does either.

https://pluralistic.net/2025/09/27/econopocalypse/

#deterministicAI #tradAI

Pluralistic: The real (economic) AI apocalypse is nigh (27 Sep 2025) – Pluralistic: Daily links from Cory Doctorow