nmai
Datasets
All datasets matching “nmai”eu-ai-act-article-50-scoreboard
Article 50 historical public-evidence snapshot
This work was produced through an AI-assisted workflow directed by the author. Historical work used Anthropic assistance; the retrospective correction uses OpenAI GPT-6, with separate bounded Gemini advice. All three providers have products in the scored set.
Purpose: provide the corrected paper's version 1.1 bundle under v1_1. Start with its README and correction note. The paper and deposit and GitHub repository identify the same… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/eu-ai-act-article-50-scoreboard.model-dependency
The Model Is a Dependency
This work was produced through an AI-assisted workflow directed and reviewed
by the author.
NM AI Research · ORCID 0009-0003-4213-7769 · Version 1.1 · CC BY 4.0
Purpose: provide the corrected working paper, stored outputs, calculation scripts and entropy explorer for the numeric-extraction study.
Read the corrected paper and correction record. The series DOI identifies the version family. The previous version 1.0 remains the historical paper and… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/model-dependency.ai-constraint-relay
AI Infrastructure: Commitments, Delivery and Access
Purpose: route readers to the current paper and its executable evidence bundle.
Version: v7.1. Concept DOI.
This work was produced through an AI-assisted workflow directed by the author.
The paper examines selected disclosed commitments, delivery stages and access obligations across the US, EU and UK. It uses dated records assembled through 14 September 2026, with later Irish-process clarifications. It does not establish an… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/ai-constraint-relay.fineweb-edu-threshold
What actually admits a document to FineWeb-Edu
Three operational details in a published quality filter, measured across 84 million
documents and 94 Common Crawl snapshots.
AI disclosure: the research is the author's; this text was drafted with AI assistance and reviewed by the author. The model, and the conflict it creates, are named in the Conflict of interest section below.
Paper (DOI): 10.5281/zenodo.21740081 ·
Code: github.com/NMAIResearch/fineweb-edu-threshold ·
CC BY 4.0… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/fineweb-edu-threshold.ceo-pay-scorecard
CEO Pay-vs-Delivery Scorecard: S&P 500 v2.2
A frozen, reproducible dataset for a descriptive audit of granted compensation, Compensation Actually Paid and shareholder return across a dated S&P 500 universe.
AI disclosure: the research is the author's; this text was drafted with AI assistance and reviewed by the author. The model, and the conflict it creates, are named in the Conflict of interest section below.
Author: NM AI Research, ORCID 0009-0003-4213-7769
Canonical concept… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/ceo-pay-scorecard.announced-vs-deliverable-power
Announced vs. Deliverable AI Power Demand
How much announced generation and data-centre load actually get delivered. A reproducible deflation calculator and cross-region referee combining PJM interconnection-queue completion data with PJM and ERCOT load-side operator screens. Published with the data and standard-library reproduction and verification scripts.
AI disclosure: the research is the author's; this text was drafted with AI assistance (Anthropic Opus 4.8-5.0 and Google… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/announced-vs-deliverable-power.