Humanein the Loop
The AI Roadmap Tracker · v0.2

Are we creating the AI that serves humanity?

The Center for Humane Technology set out seven principles for AI that serves humanity. This tracker maps, week by week, how reality has drifted — across norms, laws, and product design.

Codebook v0.2 · 69 indicators · published Apr 2026. Open corpus under CC-BY 4.0.

The Matrix

Seven CHT principles × three domains of change. Each cell shows direction over the selected window.

Window: 1Y · Geography: Global. Cells with fewer than 2 signals show “insufficient data” rather than forcing a direction.

The Signal Stream

Coded events moving the matrix. Each one is tagged to an indicator, checked for triangulation, and weighted by magnitude.

All signals →
▲AdvancingNorms · 7.N.bGLOBALOct 13, 2026

Open models have real benefits. Do they outweigh the risks?

MIT Technology Review examines whether open AI models' benefits outweigh their security risks, citing Anthropic's report flagging GLM-5.3 as a major cyberattack risk, surfacing substantive public debate where neither side monopolizes the framing.

WhyMIT Tech Review balanced open-model safety piece citing Anthropic GLM-5.3 cyberattack report; substantive debate, neither side dominates.Open-source vs closed-source debate
▲AdvancingNorms · 1.N.aGLOBALOct 13, 2026

AI labs are buying data from dead startups to train their models

MIT Technology Review investigates AI labs purchasing training data archives from defunct startups, raising public questions about training data provenance, consent, and the lack of transparency in how AI models are built.

WhyTier-1 investigation into undisclosed training data sourcing from dead startups drives public demand for AI training transparency.Public expectation of transparency on AI capabilities
◐MixedLaws · 5.L.dUSOct 13, 2026

As Federal Court Rules ALPRs are Mass Surveillance, EFF Gets Disappointing Ruling

An Oklahoma federal court ruled ALPRs constitute mass surveillance requiring 4th Amendment warrant protection, while a California trial court dismissed EFF's parallel ALPR challenge. Conflicting outcomes leave the legal status of warrantless AI-powered license plate surveillance unsettled.

WhyOK fed court rules ALPRs mass surveillance; 4th Amend. applies. CA court dismissed EFF challenge. Mixed AI surveillance precedent.Restrictions on predictive policing and algorithmic sentencing

Why this exists

Everyone feels the drift. Nobody has a single picture of it. This tracker is that picture — grounded in the Center for Humane Technology's seven principles, coded against a public codebook, checked by triangulation before it moves the board.

How it moves

A source-aware tagger codes each event against the public rubric — direction, magnitude, indicator — using both the article and what kind of source it came from. Academic preprints don't move the matrix unless adopted in the field. Humans audit edge cases and write one deep process-tracing analysis per cycle. Cells with fewer than five signals stay blank — absence of motion is its own signal.

Open corpus

Principles, indicators, signals, and the rubric are public under CC-BY 4.0 at github.com/DavidHITL/hitl-tracker-corpus. Spotted a wrong tag, a dead link, or a missing event? Email david@tenone.eu — corrections land in the next refresh.