Humanein the Loop
The AI Roadmap Tracker · v0.1

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 v0.1 · 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 · 5.N.bGLOBALApr 21, 2026

Automating Sexual Injustice: Epistemic Injustice in Fembot Design and Feminist Directions for Equitable HRI

A new academic paper analyzes AI-enabled female sex robots, arguing their design perpetuates male-centric bias and epistemic injustice, and proposes feminist design directions for equitable human-robot interaction.

WhyAcademic paper investigates male-centric bias and epistemic injustice in AI sex robots, highlighting discriminatory design outcomes.Attention to algorithmic harms

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

An LLM tags each event to an indicator, direction, and magnitude. A human confirms edge cases and writes one deep process-tracing analysis per cycle. Cells with fewer than two 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.