Society · Concept

Feedback loops

Cybernetic feedback links data, models, experts and decisions into adaptive governance circuits.

Trend strength 6/10

Momentum +1/q

Confidence high

Status stable

Forecast horizon

Closed-loop public systems demand monitoring for drift, gaming and runaway dynamics.

Connections

Connections · 1

How this node ties into the rest of the map, and the evidence behind each link.

from · uses 7/10

Decision support

Decision support needs feedback between data, experts and action.

+2 growth

Signal sources

Dated facts from primary sources in this direction.

AI in government Sep 2025

An OECD review of ~200 government AI use cases found 57% support automating or tailoring public services and 45% enhance decision-making — most still stuck in pilots.

OECD — Governing with AI →

Labor signal Nov 2025

A Stanford payroll study found a 13% relative decline in employment for workers aged 22–25 in AI-exposed occupations since late 2022, while older peers held steady.

Stanford Digital Economy Lab →

Information integrity Oct 2025

Microsoft reported AI-enhanced phishing reached a 54% click-through rate (4.5× traditional) and AI-generated fake IDs grew 195% globally in 2025.

Microsoft — Digital Defense Report 2025 →