SIGNALCapital Markets·Jul 9, 2026, 2:00 PMSignal75Short term

How much is AI hacking your emotions?

Disinformation and deepfakes are known risks but biased LLMs could also be used to influence public opinion

Why this matters
Why now

The proliferation of advanced AI models and the increasing reliance on digital information channels make the impact of biased LLMs on emotionally susceptible individuals a growing concern.

Why it’s important

A strategic reader should care because weaponized AI could rapidly destabilize public discourse, erode trust in institutions, and influence geopolitical outcomes through mass emotional manipulation.

What changes

The understanding of AI risk expands beyond overt disinformation and deepfakes to subtle, psychologically targeted influence through large language models.

Winners
  • · AI ethics researchers
  • · Cybersecurity firms specializing in AI threats
  • · Platforms with robust content moderation and AI detection
Losers
  • · Social media platforms with weak governance
  • · Unsuspecting public
  • · Democratic institutions
  • · Trust in information sources
Second-order effects
Direct

Public and political awareness grows regarding the emotional manipulation capabilities of biased LLMs.

Second

Increased pressure leads to greater regulation of AI development and deployment, particularly concerning psychological impact.

Third

Nations or entities harness these capabilities for strategic influence campaigns, creating new forms of psychological warfare and social engineering at scale.

Editorial confidence: 90 / 100 · Structural impact: 60 / 100
Original report

This signal links to a primary source. Continuum Brief monitors and indexes it as part of the live intelligence stream — we do not republish source content.

Read at Financial Times — Technology
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