datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.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.ai-water-tracker
AI Data-Centre Water Tracker
AI disclosure: the research is the author's; this text was drafted with AI assistance
and reviewed by the author. The models, and the conflicts they create, are named
in the Conflict of interest and scope section.
An open, reproducible referee for the water burden of AI data centres. It rebuilds the Water Consumption Impact index for ten sites from public data, self-checks each value against its source, and adds the two channels the original… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/ai-water-tracker.forecast-scorecard
AI Energy-Demand Forecast Scorecard
A reproducible audit of how the field forecasts data-centre electricity demand: how the published forecasts disperse, how they get revised, and whether they are transparent enough to reproduce. Primary-sourced, published with the data and a script that regenerates every figure.
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… See the full description on the dataset page: https://huggingface.co/datasets/NMAIResearch/forecast-scorecard.