AKD MIO Worldview preprint

Preprint: AKD MIO Worldview
Paper repo: NASA-IMPACT/akd-mio-worldview-paper — "Paper for MIO (previously IESO) Worldview agent (collaboration: AKD + MIO)"
Parent EPIC: #474 — Preprint Papers
Tracking: Milestone 26.4 Paper and Workshop
Owner: @sanzog03
Deadline: 1st draft due end of this week — Thursday/Friday, July 2–3, 2026.

Track the AKD MIO Worldview preprint — the MIO (formerly IESO) Worldview agent, an AKD + MIO collaboration — from draft to submission-ready. Tick the checklist as items land; link evidence (PRs, figures, eval runs, draft sections) inline.

📋 Paper Readiness Checklist

Literature & positioning

• Literature review complete — related work surveyed, gaps identified, key prior art cited
• Contribution / novelty stated explicitly relative to prior work

Agent architecture & methodology

• Architecture diagram(s) for the agent(s) included — components, tools, data flow, control loop
• Methodology described in enough detail to reproduce
• Design decisions and trade-offs justified

Benchmarking & evaluation

• Benchmark dataset(s) defined, sourced, and documented
• Evaluation is rigorous — clear metrics, baselines / comparisons, ablations where relevant
• Results reproducible — code, configs, and data referenced (link akd-evals or the eval harness used)
• Quantitative results reported with appropriate rigor — multiple runs / error bars / significance where applicable

Science narrative & impact

• Science use-case narrative written — which scientific / Earth-observation workflow this accelerates and for whom
• Impact articulated — value to NASA Earth science / the target research community

Limitations & responsible AI

• Limitations section written — honest scope, known failure modes, where it breaks down
• Responsible-AI / ethical considerations addressed (where applicable)

Manuscript & submission

• All sections drafted — abstract, intro, methods, results, discussion, conclusion
• Figures and tables finalized
• References complete and consistently formatted
• Internal review / proofread complete
• Target venue / preprint server chosen (e.g. arXiv) and author list + contributions agreed