FORA
no filter active

69 signals· 69 on the world · 0 named to a scope FORA cannot pin · 0 with no place at all

Building the world.

By stage

one cell is one signal
Structured+1933
Raw report+1125
Verified cluster11

Evidence lineage

311 source links
Original 71 Independent 55 Derived 185 Unknown 0

55 of 311 count toward corroboration — the 55 independent links behind the signals named below.

Institutional response

13 organisations held
Recorded a statement5
Took enforcement4
Recorded a implementation1
No response recorded3

Silence is kept visible. A body with no recorded response is not a body that declined — FORA holds no request put to any of them.

In the world nowNothing is verified yet

69 signals are held here.

69 sit on the world, across 30 countries. Zero are held beside it — zero named to a scope FORA cannot pin, zero attached to no place at all.

Nothing is verified yet. 69 signals rest on independent origins. Repetition is not corroboration.

What is held69 signals · five shown · most recent development first
  1. SIGNAL · RAW REPORTPredictive risk tool used in a child protection review2 items · 1 independent origin
    Istanbul
    1 origin2 items
    26 Sep 2026
  2. SIGNAL · RAW REPORTDocumentation model altering a diagnosis note3 items · 1 independent origin
    Accra
    1 origin3 items
    21 Sep 2026
  3. SIGNAL · RAW REPORTFace matching at transport gates contested after false stops4 items · 1 independent origin
    Manila
    1 origin4 items
    16 Sep 2026
  4. SIGNAL · STRUCTUREDLive facial recognition extended beyond its authorisation6 items · 2 independent origins
    Sydney
    2 origins6 items
    6 Sep 2026
  5. SIGNAL · STRUCTUREDEmployment ranking penalising parental leave4 items · 2 independent origins
    Madrid
    2 origins4 items
    22 Aug 2026

Showing five of 69. 64 further signals are held and counted. The list carries every one, and nothing is hidden behind a filter.

Contribute evidence
Event time · when the thing happened, never when FORA read it6 dated events in the corpus · 1 year hold nothing
  1. 22023
  2. 32024
  3. 02025
  4. 12026

Every one of the 6 events is held to the day; the rail counts them by year, so each bracket is a year’s width and no wider. A year holding nothing keeps its place — an absence is a finding, not a gap to close up.

69 held. 69 placed. None verified. The record concentrates after 2024, and one year hold nothing at all.

Building the world…

Fragmented signals, in one place, still
showing where they came from.
Fragmented signals, in one place, still showing where they came from.

The pace of it

It moves faster than
anyone can watch.

Take one deployment. Four pieces of evidence were filed about it. One institution answered.

evidence items about the deployment
institutions that recorded a response

A body without a recorded response is not a body that declined.

What the evidence still cannot answer
  • What the false-match rate actually is
  • Whether the review window was staffed
  • How the appeal was decided

Unknown is a result FORA is willing to show. It is not the same as nothing happening.

  • Procurement noticeTransit authority names the supplier3 NOV 2023 · PORTUGUESE
  • Ombudsman letterAsks the operator for the refusal figures19 NOV 2023 · PDF · NOT INDEXED
  • Local newsroomFour in five stops were the wrong personThe authority said the system had been running since2 AUG 2023 · BEHIND A PAYWALL
  • Court listingAppeal scheduledNo judgment published · no date stated
The problem

The evidence exists.
It does not cohere.

Four pieces of evidence about one deployment. Different sources, languages and formats — and nothing joining them.

What FORA does

It becomes structured
evidence, in the order things
happened.
It becomes
structured evidence,
in order.

The same four items, placed where they actually fall in time — and what will not go on a line is kept, not dropped.

Structured evidence
  1. 2 AUG 2023EvidenceLocal newsroom report2 AUG 2023
  2. PolicyProcurement notice3 NOV 2023
  3. 19 NOV 2023AccountabilityOmbudsman letter19 NOV 2023
InvestigationCourt listing · held, no date stated

An item with no date is not placed at a guessed one. It keeps its place beside the line.An item with no date is not placed at a guessed one. It keeps its place beside the others.

How it is governed

AI finds it. A
person decides.
AI finds it. A person decides.

Detection proposes. Nothing becomes an authoritative public characterisation until someone is willing to put their name to it.The machine found the evidence, structured it and proposed a candidate. It did not decide anything.

What the machine did
  • found the evidence
  • structured and linked it
  • proposed this as a candidate

It did not decide anything.

Who put their name to itHelena MbekiFORA reviewerAttributable · recorded against this decisionReviewer ID held · not public
What she decided
Confirmed

This is a candidate emerging issue, and the evidence supports saying so.

Confirmed 1 Feb 2026 · attributable to her
Not yet decided

Whether to publish it is a separate decision, and it has not been taken.Whether to publish it is a separate decision.

Confirming and publishing are two acts. FORA never collapses them into one.
The object she ruled onLive facial recognition misidentifying passengers · São PauloCandidate · confirmed · not published
Use FORA · begin here

Which regulators have acted on facial
recognition?
Which regulators
have acted on facial
recognition?

Ordinary language. No operators, no filters, no schema to learn.

What came back
Answered in part — and nothing here is verified

Three regulators appear in the evidence. One proceeding is not concluded, and one claim has no place recorded at all.

It opens in Explore.

The answer, its evidence and the places it touches are one surface — not a list of links.The answer, its evidence and the places it touches are one surface.

The places the answer touches are already on the world.

Use FORA · explore

See it where it is
happening.

Geography is not a filter bolted onto a list. It is how the evidence is read.

Ghanacountry
Inspector · what is selectedGhana

Three signals are placed here. One of them is about biometric identification; it holds five evidence items from two independent origins.

Biometric enrolment exclusion at service pointsContested · no confidence figure is given
Held beside the world

One claim carries no geography, so it is not drawn. It is counted and named, never pinned.

Use FORA · research

A question can
become work.

Nothing is thrown away between asking and doing. The sources you gathered are still there when the work starts.

  1. AskedWhich regulators have acted on facial recognition?
  2. Kept as a research session
    Research sessionFacial recognition in transit — sources, citations, what is still open
    • Two independent measurements
    • Procurement notice · Portuguese
    • Ombudsman letter · not indexed
    • The operator’s own figure — still missing
    four sources cited · one still unresolvedSaved 6 Sep 2026 · resumable · exportable with its citations
  3. Connected to a projectThree people, one shared workspace, the same evidenceA Project connects shared FORA objects. It never copies them into a private silo.

The session is a persistent object, not a chat history. It can be saved, resumed, exported and connected — and the citations travel with it.

Use FORA · community

Where this gets discussed.

Researchers, journalists, regulators, campaigners and the people actually affected — arguing about the same evidence, in public.Researchers, journalists, regulators, campaigners and the people actually affected.

FORA ASKS · QUESTION OF THE WEEK

How should governments respond when biometric systems are deployed before independent evidence exists?

84 replies · 12 organisations · open until 28 SepAdd your answer →
FORA asks the question. It does not answer its own question.
Dr Amara OseiResearcher · Oxford Internet InstituteAI IN SCHOOLSResearcher · AI in schools

Four education authorities bought the same proctoring system this year. Three published an equality impact assessment. I have put all three side by side.Four education authorities bought the same proctoring system this year. Three published an impact assessment.

37 replies · 6 organisations · links to 4 evidence items
Marta SilveiraPassenger · first-hand accountBIOMETRIC SURVEILLANCEPassenger · biometric surveillance

I was stopped on 4 July. The operator says every match is reviewed by a person. I would like to know how many people were on that shift.I was stopped on 4 July. I would like to know how many people were reviewing matches on that shift.

61 replies · a regulator and a transport authority are in this thread
Daniel OkonkwoLegal aid clinic · posting with Transparency NowWORKPLACE SURVEILLANCELegal aid clinic · workplace surveillance

Our FOI on warehouse productivity monitoring came back 60% redacted. Publishing what we did get, and what we asked for.Our FOI on warehouse productivity monitoring came back 60% redacted. Publishing what we did get, and what we asked for.

23 replies · 2 journalists and 1 regulator following
Discussion does not edit the evidence. Disputing it is a separate, governed act.
Contribute

Add what you
know.

A document, a dataset, a deployment you have seen, a correction to something already here — or what happened to you.

You do not need an account to report a first-hand experience. You do not need to know which of these it is — FORA works that out.

Structured ingestionParsed, classified and deduplicated on the way in.Provenance controlsWhere it came from travels with it, permanently.Source verificationChecked against what is already here, and linked to it.Confidence and statusNothing is presented as more certain than it is.

Technology-assisted moderation and provenance controls structure contributions before they are surfaced. You keep control of whether your name appears, and you can withdraw while it is still open.

Act

What can be acted
on now.

Consultations taking evidence, calls still open, and institutions that have been asked something and not answered.

Anyone can respond to an open call. Some actions are for a named body, and it says which.

Open nowLIVE · STATUSES AS AT 22 SEP 2026
Consultation · taking evidenceBiometric identification in transport — call for evidenceNational transport regulator · anyone may respond · 214 submissions so farNational transport regulator · anyone may respond · closes 28 Sep
Open · closes 28 Sep6 days left
Evidence call · activeIndependent measurements of false-match rates, anywhereindependent measurements, still openopened by two researchers and a legal aid clinic · 6 contributions so far
Open · no closing dateContribute one →
Asked, not answered
Accountability · asked, not answeredTransit operator — false-match rate for this deployment.asked 19 Nov 2023 by three bodies · nothing recorded sinceasked 19 Nov 2023 by three bodies · still open after 2 yr 10 mo
Still open · 2 yr 10 moAdd pressure · 41 followingno end date · still running
Court · outcome not publishedAppeal listed, no judgment published.listed, no date stated · FORA cannot say whether it has been heardUnknown — FORA cannot say whether it has been heard.
UnknownTell us if you know →
Open now. Status and timing come from the evidence itself — a body with nothing recorded is drawn as unanswered, never as refusing.Anyone can respond to an open call. A body with nothing recorded is drawn as unanswered, never as refusing.
Integrate FORA

The same intelligence, in a
form a machine can act on.

Not an export of a page. The same governed object, carrying its provenance, its state and its limits with it.

What a person reads

Live facial recognition misidentifying passengers at scale

Disputed · 6 evidence items · 2 independent origins

How it gets there
  1. API
  2. MCP
  3. webhooks
  4. alerts
  5. feeds
  6. exports
  7. structured datasets
  8. direct query
Where it goes
  • Regulator casework
  • Enterprise governance and risk
  • Government policy workflows
  • International monitoring
  • Research environments
  • Dashboards
  • Newsroom investigations
  • Data warehouses
  • Civil-society monitoring
  • Knowledge systems
What a machine reads
id        fora:signal/sig-face
state     disputed
evidence  6 items · 2 independent origins
lineage   original → independent → derived
event_time 2023-04-14 … 2024-09-05
responses 3 recorded · 0 none recorded
outcomes  0 established
asserts   nothing about whether the claim is true

The payload carries the evidence’s limits as well as its contents. A system that consumes it inherits the uncertainty too.

Integrate FORA

It arrives inside the systems they
already use.
It arrives inside the systems they already use.

Below: a sector regulator’s own casework system. Nothing of FORA’s interface is present.Below: a sector regulator’s own casework system.

Sector Oversight WorkspaceCase 2026-0412 · biometric identification
Their case file
  1. 12 FebComplaint intake12 FEB 2026
  2. Structured signal · from FORA14 FEB 2026
  3. Operator correspondence2 MAR 2026
  4. 9 Mar 2026Site inspection notes
From FORAarrived 14 Feb 2026 · updates when the evidence does

Live facial recognition misidentifying passengers at scale

Provenance travels with itoriginalindependentderivedAPI · MCP

A signature proves who issued it, and a hash proves it has not changed. Neither proves the claim inside is true.

Build on FORA

Other things can
stand on it.

Building on FORA does not mean copying it. A new product reads the same governed intelligence, and inherits its provenance and its limits.A new product reads the same governed intelligence, and inherits its provenance and its limits.

What it does not get
  • A copy of the evidence
  • A private fork of the evidence
  • A second source of truth

Open the language and the interoperability layer. The compounding intelligence stays one thing.

Built by someone else

A compliance monitor for transport authorities

Watches the signals attached to its own jurisdiction, and alerts when a body’s response is still absent.Alerts when a body’s response is still absent.

reads · does not re-derive
Open obligations2 of 3 unanswered
Transit operator · no response recordedno responseasked 19 Nov 2023 · still openstill open
Appeal court · no judgment publishedno judgmentlisted · no date statedunknown
Transport authority · statement recordedanswered2 Mar 2026 · closedclosed
An election-technology risk tracker

Built by a civic-tech team. Watches deployments in the months before a vote.

API · events · alerts
A policy assistant inside a ministry

Answers from evidence the department can cite, with its limits attached.

MCP · structured datasets
A public accountability dashboard

Run by a newsroom. Publishes who has been asked what, and who has not replied.

feeds · obligations · exports
The same intelligence
The shape of it

One intelligence layer.
Three ways in.

Evidence, signals, events and institutional responses — structured, dated and traceable, current enough to act on.

  • Use FORA

    Which regulators have acted
    on facial recognition?

  • Integrate FORA

    Arriving inside a regulator’s
    own case system

  • Build on FORA

    A compliance monitor
    for transport authorities

It is not a snapshot

The evidence keeps
changing.

One issue, in event time. Two short bursts of activity, and twenty-seven months in which nothing was recorded at all.

2 AUG — 19 NOV 2023
  • Local newsroom report
  • Procurement notice
  • Ombudsman letter
State after: unverified
12 FEB — 9 MAR 2026
  • Complaint intake
  • Operator correspondence
  • Site inspection notes
State after: disputed · 1 response recorded

Event time only — when things happened, never when FORA wrote them down. A period holding nothing is drawn, not skipped.

One intelligence layer
  • Use it
  • Integrate it
  • Build on it

Helping society
understand and
govern technology.

Live governance intelligence on what technology is doing — and what is being done about it.

Join the launch Private beta · opening in stages

Technology is borderless.
Its governance must be too.
Technology
is borderless.
Its governance
must be too.

One intelligence layer. Three ways in — use it, integrate it, build on it.

Join the launch
One email when the beta opens. No list sharing.