Provenance record

Fixing Britain’s welfare state and the limits of AI policymaking

Financial Times: Artificial Intelligence (tier 1, news) 2026-10-22T08:35:40.000Z Original ↗

Source note: Headlines and standfirsts only; full text is paywalled.

Discourse valence

-50

Adverse

confidence 70% · 1 item

-100

-50

+50

+100

-50

Adverse readingFavourable reading

Single-model reading. This item did not meet the threshold for a multi-model panel.

Evaluation and measurement Governance and regulation Concentration of power

Excerpt as ingested

Dependence on the technology risks worsening what Starmer dubbed ‘the warm bath of managed decline’ in Whitehall

Every model that read this

Model	Provider	Stage	Score	Conf.	Latency	Prompt	When
Llama 3.3 70B	Meta	analysis	-50	70%	3330ms	v1.0.0 / m1.0.1	2026-10-22 09:17

Llama 3.3 70B · reading

AI may worsen decline in Britain's welfare state

evidence: speculative horizon: n/a

Evidence extracted

AI risks worsening decline in Britain's welfare state

The chain

SOURCE     Financial Times: Artificial Intelligence (tier 1)
   ↓
DOCUMENT   24c965a6-fff3-4282-8c12-ae95f7615f27
           https://ft.com/content/5ae90cc4-a20d-4b65-9000-10421a663f89
   ↓
EVIDENCE   1 extracted excerpt
   ↓
MODEL RUN  1 run, methodology 1.0.1
   ↓
SCORE      -50  (Adverse)
   ↓
CONFIDENCE 70%