Interactive atlases
Research maps · Interactive systems · Evidence made visible
Nine instruments.
Not nine equal claims.
The suite is deliberately ranked. Three technical flagships carry the main systems argument; the remaining maps work as references, research essays, study tools and operating playbooks.
Core technical systems
The three strongest systems maps. Start with physical compute, move through the AI production stack, then inspect deployment in real domains.
Accelerated Computing
Power, chips, HBM, packaging, cloud and data centres mapped as one connected production system.
EvidenceStandards, filings and engineering documentation
Explore this mapFoundations AI Map
A five-layer production map from energy and chips through infrastructure, models and applications.
EvidenceOfficial statistics, standards and primary documentation
Explore this mapApplied AI Atlas
A comparative survey of where AI enters medicine, finance, law, robotics, science and operational workflows.
EvidenceResearch, regulators, datasets and official documentation
Explore this mapResearch and reference
Paper trails, technical language, biological analogies and open questions. These are reference instruments, not equal claims of certainty.
Landmark Papers
Fifty-two papers connected by influence, era and learning path, with explicit notes on what endured and what changed.
EvidenceDirect paper links plus licensing clarification
Explore this mapAI Field Manual
A living reference for concepts that recur across hardware, models, agents, evaluation, safety and society.
EvidenceFirst-principles synthesis with authoritative reading
Explore this mapBiological Intelligence
Swarms, immune systems, embodiment and evolution examined as design analogies for adaptive systems.
EvidencePrimary biology research plus explicit analogy labels
Explore this mapAI Questions Index
Three hundred and three prompts for testing understanding across foundations, systems, evaluation, safety, energy and geopolitics.
EvidenceQuestion-led synthesis; factual answers require linked evidence
Explore this mapStudy and delivery
A structured study companion and an operator playbook. Useful for learning and delivery, but deliberately separate from the technical flagships.
AIMA Critical Companion
A structured companion to AIMA third edition that preserves the classical backbone while marking what changed by 2026.
EvidenceAIMA 3e archive, checked against the official 4e structure
Explore this mapAI Delivery & Commercialisation
Services, buyers, workflows, offers, delivery controls and commercial assumptions mapped as an operator reference.
EvidenceRegulators, official guidance and labelled market assumptions
Explore this mapUseful first.
Defensible always.
01Name the claimObserved facts, technical definitions, editorial synthesis, market context and forecasts are not presented as the same kind of knowledge.
02Prefer authorityStandards, regulators, papers, filings and reproducible benchmarks come before company marketing or unattributed summaries.
03Expose the boundaryEvery atlas now states what it can answer, where its analogy or evidence stops, and when it was last reviewed.
04Design for challengeSources and limitations sit beside the interface so a reader can inspect the argument rather than merely accept it.