The Daily AI Show A Better Definition of AGI (Plus What Comes Next)
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Mar 30, 2026 Discussion on the shift from single frontier models to specialized vertical systems and networks of agents. Deep dives into Anthropic’s leaked Capybara, Google’s TurboQuant inference gains, and ARC AGI-III benchmark implications. Practical demos cover Perplexity Computer, set-it-and-forget-it multitasking, customer-support vertical AI, and simpler AI-assisted 3D creation workflows.
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Use Agents To Turn Email Into An Action Ledger
- Use agentic inbox tools (Cloud Code/Codex) to extract action items and keep an updated task ledger.
- Brian tested a skill that read email, produced action items, and tracked check-offs, surfacing buried high-priority messages.
Capybara Leak Suggests A Higher Tier Model
- Anthropic's leaked Capybara (Mythos) model reportedly sits above Opus with advanced capabilities but is expensive and tightly controlled.
- Brian and Andy expect distillations (like Sonnet 5) to make capabilities more accessible later.
TurboQuant Cuts Inference Costs With Software
- TurboQuant is a Google Research algorithm that compresses the KV cache during inference to reduce inference cost and speed up responses.
- Andy noted this software-driven improvement can cut inference cost roughly 8x, reducing the need for constant hardware upgrades.