DMT-Eval: Universal Validation Framework

Mon, 02 Mar 2026 22:00:00 +0100

Data, Models, Tests — validation as structured scientific argumentation.

DMT-Eval decouples analyses from models through formal adapter interfaces, producing structured scientific reports (LabReports) from any (model, data) pair. The architectural insight was proven over seven years at the Blue Brain Project (EPFL, 2017–2024) and is now rebuilt for any domain where computational models need systematic evaluation.

Live Demo

bench.mayalucia.dev — run evaluations in real time. Weather prediction, drug efficacy, and Brain-Score NeuroAI benchmarks, all producing structured LabReports through the same pipeline.

Sūtradhār — The One Who Holds the Thread

Sat, 28 Feb 2026 19:00:00 +0100

Before the first actor speaks, the sūtradhār walks onstage, addresses the audience, and establishes context. During the performance, the sūtradhār holds the thread that connects scenes, characters, and meaning into a coherent whole.

In Sanskrit drama (Nāṭyaśāstra), the sūtradhār is the narrator-director who introduces the pūrvaraṅga (prologue), establishes the rasa (aesthetic mood), and connects the audience to the performance. The sūtradhār is neither actor nor audience — but without this role, the performance is a sequence of disconnected events.

Modules on MayaLucIA

DMT-Eval: Universal Validation Framework

Live Demo

Sūtradhār — The One Who Holds the Thread