pillarReviewed 2026-07-26
Universal Basic Abundance
A rigorous working definition of Universal Basic Abundance, the conditions required to deliver it, the bottlenecks between AGI and access, and the claims that remain uncertain.
Research · sources visible · claims labeled
Intelligence is only the first link.
This library connects AI capability to the physical, economic, and institutional systems that determine what reaches people. It separates verified facts, attributed definitions, measurements, inferences, scenarios, and proposals.
Productive capacity ≠ delivered affordability ≠ universal access.
Canonical foundations
AGI, ASI, and Universal Basic Abundance
pillarReviewed 2026-07-26
Artificial General Intelligence
A source-attributed guide to competing AGI definitions, capability thresholds, benchmarks, deployment limits, and what evidence would and would not justify an AGI claim.
pillarReviewed 2026-07-26
Artificial Superintelligence
An evidence-labeled guide to artificial superintelligence, proposed paths from AGI to ASI, technical and physical bottlenecks, uncertainty, control, and governance.
comparisonReviewed 2026-07-26
UBA vs UBI
Compare Universal Basic Abundance with UBI, Universal High Income, Universal Basic Services, Universal Basic Assets, AI dividends, and sovereign wealth approaches.
Inspect and reuse
Research assets and datasets
Embeddable map · SVG, PNG, JSON
AGI-to-Abundance Bottleneck Map
Trace the dependencies between intelligence, robotics, energy, materials, logistics, institutions, ownership, and universal access.
Open the research →Evidence dataset · HTML, CSV, JSON
AI Abundance Evidence Ledger
Inspect claim-level evidence, status, dates, geography, methods, uncertainty, counterevidence, and affected pages.
Open the research →Monthly dataset · 2026
Forward-Deployed Engineer Market Tracker
Review exact titles, work modes, travel, disclosed compensation, skills, status, sources, and verification dates from first-party job postings.
Open the research →How this research is built
Methodology and Corrections Policy
See the source hierarchy, evidence labels, uncertainty rules, review cadence, corrections process, and AI-assistance disclosure.
Open the research →