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AGI arrival is likely within five years
“I would say there's a very good chance of it being within the next five years.”
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Compute remains the primary bottleneck for AI
“Compute is the big one... the cloud is our workbench basically.”
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Scaling law returns remain substantial despite slowing
“I would say the returns are kind of still very substantial, although they're a bit less than they were obviously at the start of all of this scaling.”
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AI currently lacks human-like continuous learning
“These systems don't learn after you finish training them, after you put them out into the world. They're not very good at learning further things.”
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AGI will dwarf the Industrial Revolution's impact
“I sometimes quantify like AGI, the coming of AGI is like 10 times the industrial revolution at 10 times the speed.”
BUILD COMPUTE
All podcast episode summaries matching BUILD COMPUTE — aggregated across every podcast we track.
“I would say the returns are kind of still very substantial, although they're a bit less than they were obviously at the start of all of this scaling.”
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Effective accelerationism (e/acc) views rapid market-driven evolution as the ultimate safety mechanism - this philosophy argues that suppressing AI progress is more dangerous than accelerating it, as speed and competition prevent any single entity from gaining a catastrophic monopoly on power.
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Defensive accelerationism (d/acc) seeks to intentionally steer technology toward decentralized and defensive ends - Vitalik advocates for prioritizing technologies like privacy-preserving cryptography and resilient infrastructure to ensure human agency remains intact as AI capabilities scale.
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Open source and crypto are the primary tools to prevent AI-driven centralization - both perspectives highlight that decentralized protocols and transparent code act as a critical 'trust layer' to verify identity and coordinate agents in an AI-dominated landscape.
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Macro instability and private credit risks - Geopolitical tensions in the Middle East are driving oil volatility while the rapid growth of BDCs introduces potential liquidity traps in the private lending sector.
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Regulatory friction remains a headwind - The SEC's ongoing crypto rulemaking continues to create friction for the industry, even as market participants push for more defined operational frameworks.
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The arrival of the agentic economy - Tempo's mainnet launch marks a critical step for autonomous AI agent payments, supported by the sustained demand for GPU compute and foundational AI model growth.
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