ARTFEED — Contemporary Art Intelligence

AI's missing step: from hype to profit

opinion-review · 2026-04-27

A flyer at a London anti-AI protest, produced by activist group Pause AI, satirized the AI industry's lack of a clear path to profit, echoing South Park's underpants gnomes meme. The piece argues that while companies have built the technology (Step 1) and promise transformation (Step 3), the middle step remains undefined. Pause AI calls for regulation, but specifics are debated. AI boosters like OpenAI's Jakub Pachocki see AI as an 'economically transformative technology,' yet studies show mixed results: Anthropic predicted job impacts from LLMs, while Mercor researchers found AI agents failed most workplace tasks. The author contends that hype fills an information vacuum, and more evidence and transparency are needed from model makers. The tech industry's bet on AI's transformative power remains uncertain.

Key facts

  • Flyer at London anti-AI protest in February 2026 satirized AI's missing step to profit.
  • Flyer produced by Pause AI, an international activist group.
  • Pause AI demands regulation until Step 2 is defined.
  • OpenAI chief scientist Jakub Pachocki called AI 'economically transformative technology'.
  • Anthropic study predicted LLMs will most affect managers, architects, media; less affect groundskeepers, construction, hospitality.
  • Mercor study tested AI agents on 480 workplace tasks; most failed.
  • Author calls for transparency, coordination, and new evaluation methods.
  • Tech industry's promise of AI transformation is not yet a sure bet.

Entities

Institutions

  • Pause AI
  • OpenAI
  • Anthropic
  • Mercor
  • Google DeepMind

Locations

  • London
  • United Kingdom

Sources