AGI is Not Multimodal
AGI framing shapes vendor claims and policy ambitions - understanding the debate helps APS practitioners scrutinise those claims critically.
Key points
- The article argues multimodal scaling will not achieve human-level AGI, lacking embodied reasoning.
- Proposes embodiment-first AI architectures as a more promising path to general intelligence.
- Primarily a theoretical opinion piece - limited direct operational relevance for APS AI practitioners.
Summary
This essay from The Gradient argues that current multimodal generative AI systems - despite their apparent generality - are not on a credible path to human-level artificial general intelligence. The author contends that scaling modular networks across text, image, and other modalities produces capable but shallow systems that cannot perform sensorimotor reasoning, motion planning, or social coordination. The piece advocates for embodiment-first AI research as a more principled alternative. It is a theoretical position piece rather than a report on new capabilities or policy developments.
Implications for Australian agencies
- Monitor APS strategy teams tracking AGI timelines and vendor claims may want to note this as a counterweight to optimistic multimodal AGI narratives.
Implications are AI-generated. Starting points, not advice.
"AGI is Not Multimodal" Source: The Gradient – Substack Published: 4 June 2025 URL: https://thegradientpub.substack.com/p/agi-is-not-multimodal This essay from The Gradient argues that current multimodal generative AI systems - despite their apparent generality - are not on a credible path to human-level artificial general intelligence. The author contends that scaling modular networks across text, image, and other modalities produces capable but shallow systems that cannot perform sensorimotor reasoning, motion planning, or social coordination. The piece advocates for embodiment-first AI research as a more principled alternative. It is a theoretical position piece rather than a report on new capabilities or policy developments. Implications for Australian agencies: - [Monitor] APS strategy teams tracking AGI timelines and vendor claims may want to note this as a counterweight to optimistic multimodal AGI narratives. Retrieved from SIMS, 18 May 2026.