Superpower Daily / Research desk
Evidence you can interrogate.
Public AI market reports built from our verified signals, editorial coverage, directories, and first-party measurements. Explore the chart, inspect the records, cite the method, or take the data with you.
26Public datasets
VERIFIED INPUTS / REPRODUCIBLE OUTPUTS
5,533 published rows 531 cited sources CSV / JSON / SVG / PNG
Public market reports
11 measured views of the AI economy
- 01
Price and capability
AI Model Economics Index
Observed model prices, context windows, licenses, and release economics from verified launch records.21Priced models - 02
Weekly funding and acquisitions / Weekly
Superpower AI Capital Ledger
Weekly disclosed AI funding and acquisition totals, transaction counts, stage mix, valuations, and named investors.$22.4BLatest week - 03
Release momentum
Open Model Momentum
Verified open and disclosed-license model releases, developer activity, and release cadence.19Open releases - 04
Proposal to enforcement
AI Policy Implementation Clock
Policy actions, effective dates, status movement, jurisdictions, and implementation lag.23Policy actions - 05
Risk monitor
AI Security Pulse
Verified security-risk coverage, incident velocity, source depth, and reader attention.34Risk records - 06
Enterprise adoption evidence / Weekly
Superpower Agent Deployment Monitor
A weekly record of named agent deployments, production rollouts, pilots, integrations, and enterprise adoption evidence.47Adoption records - 07
Ecosystem structure
AI Platform Dependency Map
A relationship map of tracked tools, companies, products, and the entities they depend on or represent.30Mapped nodes - 08
Cohort health
AI Launch Survival Report
Observed Product Hunt cohorts, launch volume, selected products, and currently tracked tools by week.20Observed launches - 09
Developer cadence
Model Release Velocity
Release frequency, developer share, model availability, and cadence from verified model launches.67Verified releases - 10
Reader behavior
AI Attention vs. Substance Index
Reader attention plotted against editorial importance, source depth, completion, saves, and shares.500Measured stories - Q
Quarterly market report / Quarterly
Superpower State of the AI Market
A quarterly synthesis of verified capital, model-release, infrastructure, policy, and enterprise-adoption signals.5482026-Q3
Live observatories
Follow the systems behind the headlines
- 11
Data centers, compute and power / Continuous
Superpower AI Capacity Watch
Source-backed data-center, power-capacity, chip-supply, and infrastructure developments shaping AI capacity.376Capacity signals - 12
Public procurement
Government AI Contract Tracker
Reported AI awards, procurement programs, agencies, vendors, and publicly disclosed contract activity.75Contract records - 13
Courts and claims
AI Litigation and Copyright Docket
AI lawsuits, copyright disputes, court decisions, jurisdictions, and the organizations involved.132Docket records - 14
Price, context and releases / Continuous
Superpower Frontier Model Ledger
A dated ledger of disclosed model prices, context windows, availability, and release conditions.67Dated observations - 15
Hiring, layoffs and skills
AI Workforce Impact Monitor
Source-backed signals on AI hiring, workforce reductions, changing roles, skills, and labor-market exposure.84Workforce records - 16
Disclosure quality
AI Transparency Scorecard
Compares model developers by the launch fields they disclose, without substituting missing facts with estimates.43Developers scored - 17
Projects and maintainers
Open-Source AI Ecosystem Health
Tracks explicitly open AI tools, release activity, categories, mentions, and disclosed project destinations.21Open tools - 18
Service interruptions
AI Outage and Reliability Monitor
Published reports of AI outages, downtime, degraded service, availability incidents, and recovery events.25Reliability records - 19
Evaluations under pressure
AI Benchmark Saturation Tracker
Tracks reported benchmark results, leaderboard movement, evaluation releases, and reliability concerns.304Evaluation records - 20
Commercial relationships
AI Partnership and Dependency Graph
Maps organizations appearing together in verified partnership, adoption, integration, and infrastructure coverage.80Mapped organizations
Original investigations
Questions the daily news leaves unanswered
- R0902
comparison
The Flash-vs-Frontier Cost Curve
The published token-price gap matters only if Gemini 3.8 Flash preserves completion rates after agent token use, retries, caching, and output length are counted.0Verified observations - R0906
policy impact
The 2026 Data-Center Moratorium Ledger: What Local Pauses Actually Stop
In the saved, bounded ledger, local measures are not operationally uniform. The evidence more often describes temporary planning and permitting controls than demonstrated stops to already authorized construction, with exemptions and legal status materially affecting project exposure.0Verified observations - R0906
policy impact
MCP’s Optional-Authorization Reality Check
The saved evidence indicates a gap between MCP’s security guidance and its mainstream starter HTTP flows: authorization capabilities and security requirements exist, but authentication and scoped authorization are opt-in in the four sampled Tier-1 SDK paths.0Verified observations - R0904
benchmark analysis
Astra’s Computer-Use Claims: How Much Is Model, and How Much Is Harness?
Astra may be highly capable, but the disclosed results do not consistently isolate model performance from the surrounding agent system.29Verified observations - R0903
comparison
Cache Economics Beyond the Headline: When Does Fable or Gemini Win on Repeated Context?
The lower cache-read price does not alone determine the lower-cost workflow: cache-write charges, eligibility, hit behavior, expiry, and output tokens can change the result.24Verified observations
The publishing contract
No invented history. No hidden denominator.
01 / Evidence Every public number resolves to a stored record, a source, or an explicitly labeled first-party measurement.
02 / Limits Gaps, prospective baselines, and sampling bias are disclosed beside the chart.
03 / Portability The table, CSV, JSON, SVG, and PNG are generated from the same report dataset.