An anonymous human profile assembled from luminous layered contours

Synthetic identity, examined

When a person can be generated, what remains real?

We test the tools, trace the risks, and ask harder questions about images, voices, identity, consent, and the generated self.

Published 2025-06-01 · Updated 2026-08-28 · About

Independent reviewsSources linked, limits named
Consent-first analysisCapability never erases responsibility
No hype rankingsWe score tradeoffs, not spectacle
$1 to beginLow friction, real member access

The field guide

Generated media is not one problem.

It is a cluster of creative breakthroughs, labor disputes, security failures, accessibility gains, consent questions, and old human incentives wearing very new machinery.

Fictional synthetic portraits arranged as an analytical contact sheet
Independent reviews

Image generators

Quality, control, provenance, commercial terms, and whose risk is being externalized.

Compare the field →
An abstract voice profile protected by a verification motif
Consent required

Voice cloning

Verified-service depth plus open-weight coverage, risk tiers, and safer workflows for accessibility and production.

Read the guide →
The harder question

The generated self

Likeness, continuity, identity, proof, memory, and who gets to speak in your shape.

Enter the ethics archive →
Acoustic waveforms forming an anonymous human voice profile

A practical standard

Consent is not a checkbox someone else can tick.

  1. Identity is a source, not raw material.
    A face or voice being accessible does not make it ethically available.
  2. Disclosure belongs near the media.
    Not buried in terms, metadata, or a defense issued after harm.
  3. Verification must survive distribution.
    Provenance metadata helps; resilient watermarking and social context matter too.

Membership

Serious work needs readers, not a velvet rope.

Explorer costs $1 a month. It unlocks full reviews and makes the next piece possible. Higher tiers fund deeper comparisons, member discussion, and manual research.

Deeper research — plainly described

We score trade-offs, then show our work.

Public pages give you the comparison table, verdicts, and date-stamped sources. Member pages add the parts that don't fit in a teaser: tested prompts, failure cases, deletion checks, and a versioned decision matrix you can reuse.

What members get

Image pipeline detail

Prompt-collapse notes, privacy/deletion checks, and the full decision matrix with tier recommendations — dated and sourced, not a lab prop.

What members get

Voice-workflow detail

Open-weight vs. verified-service trade-offs, revocation language, disclosure placement, and risk tiers for accessibility and production use.

Scope note

This site is deliberately narrow: image generators, one verified voice path plus open-weight coverage, and the ethics archive. No video, no full persona/agent systems. If you need broad “AI people” tooling, we say so plainly — and link to where to look next.