AGI hype is fading as companies rebrand the goal as “adequate AI”
DavidLinthicum · x · 2026-07-24
The AGI dream is being rewritten as “adequate AI”
This long opinion piece argues that the industry’s original AGI promises are quietly being scaled back:
- Current LLMs are undeniably useful — they can write, code, reason, and converse well.
- But the gap between today’s systems and true general intelligence is described as far larger than most marketing implies.
- The author says companies are shifting the language from AGI to softer claims like adequate AI, task completion, and useful automation.
- The broader point: scaling alone is not a shortcut to consciousness, wisdom, or independent understanding.
The post frames this as a healthy correction: AI is already powerful and valuable, but it’s better to be honest about what it is than to keep chasing a mythic AGI narrative.
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