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Vitalik Buterin vs Beff Jezos: AI Acceleration Debate (E/acc vs D/acc)

andreessen-horowitz-crypto-podcast engineering-technology Mar 25, 2026 source →
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104
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engineering-technology
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9 min
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Vitalik Buterin vs Beff Jezos: AI Acceleration Debate (E/acc

Claims from this story

Every atomic assertion extracted from the underlying record, ranked by evidence strength.

Decelerating technological progress will result in huge opportunity costs and missing out on a much better future.

direct_quotestatedengineering-technologyMar 25, 2026

If you accelerate indiscriminately, you lose all value.

direct_quotestatedengineering-technologyMar 25, 2026

The only safety against complexity is to increase one's own intelligence.

direct_quotestatedengineering-technologyMar 25, 2026

AI doomerism was the prevailing cultural sentiment in 2022.

direct_quotestatedengineering-technologyMar 25, 2026

E/acc is trying to save everyone, not kill everyone.

direct_quotestatedengineering-technologyMar 25, 2026

AI doomerism has been weaponized for political purposes.

direct_quotestatedengineering-technologyMar 25, 2026

Technological acceleration has been amazing for human beings and is a necessary baseline.

direct_quotestatedengineering-technologyMar 25, 2026

Life expectancy in Germany in 1955 was higher than in 1935, demonstrating the benefits of technological progress.

direct_quotestatedengineering-technologyMar 25, 2026

Sensors, while enabling better action, also inherently mean surveillance.

direct_quotestatedengineering-technologyMar 25, 2026

In 2026, it feels like E/acc has 'won' culturally.

direct_quotestatedengineering-technologyMar 25, 2026

The greatest risk is a gap in intelligence between centralized entities (government) and decentralized entities (individuals).

direct_quotestatedengineering-technologyMar 25, 2026

Entropy is subjective and represents how much one does not know about a system.

direct_quotestatedengineering-technologyMar 25, 2026

Rapid technological acceleration has been a fact of human civilization for about a century, and that acceleration is itself accelerating.

direct_quotestatedengineering-technologyMar 25, 2026

The biggest risk is a gap in capabilities, which can be reduced by diffusing AI power.

direct_quotestatedengineering-technologyMar 25, 2026

Those that adopt the E/acc culture will literally have a higher likelihood of surviving in the future.

direct_quotestatedengineering-technologyMar 25, 2026

The Kardashev scale is the ultimate metric for civilization's progress.

direct_quotestatedengineering-technologyMar 25, 2026

More intelligence is better and makes the world safer.

direct_quotestatedengineering-technologyMar 25, 2026

When entropy goes up, ignorance about the world increases.

direct_quotestatedengineering-technologyMar 25, 2026

Value comes from humans, not from objective mathematical formulas.

direct_quotestatedengineering-technologyMar 25, 2026

The notion that disruptive technology will crash the system irrevocably is 'crazy'.

direct_quotestatedengineering-technologyMar 25, 2026

The term accelerationism, in the techno-capitalist sense, dates back to Nick Land's CCRU research group in the 1990s.

direct_quotestatedengineering-technologyMar 25, 2026

Rapidly accelerating technology and AI pose two kinds of risks: multipolar risks (many people using technology for bad) and unipolar risks (AI enabling permanent dictatorship or a single AI acting without human involvement).

paraphrasestatedengineering-technologyMar 25, 2026

Over-concentration of AI power is a concern shared by both Vitalik Buterin and Gil.

paraphrasestatedengineering-technologyMar 25, 2026

Diffusing AI power requires individuals to own their own models and hardware.

paraphrasestatedengineering-technologyMar 25, 2026

A company invested in by Vitalik Buterin is developing an open-source product that passively tests air for COVID.

paraphrasestatedengineering-technologyMar 25, 2026

A project at DEF CON distributed air quality sensors that encrypt, anonymize, and use differential privacy and FHE to compute data collectively while protecting individual privacy.

paraphrasestatedengineering-technologyMar 25, 2026

Open hardware and verifiable hardware are needed, where devices like cameras can prove what they are doing through attestations and public inspection rights.

paraphrasestatedengineering-technologyMar 25, 2026

Current AI models require huge clusters with hundreds of kilowatts, making them inaccessible to individuals.

paraphrasestatedengineering-technologyMar 25, 2026

Symmetrizing power between individuals and centralized entities requires densification of intelligence through more energy-efficient AI hardware.

paraphrasestatedengineering-technologyMar 25, 2026

AI models will start online learning this year (2026) and become extremely sticky.

paraphrasestatedengineering-technologyMar 25, 2026

Increasing intelligence per watt will drastically increase intelligence production and help climb the Kardashev scale via Javon's paradox.

paraphrasestatedengineering-technologyMar 25, 2026

E/acc is about diffusing and maintaining variance, not collapsing entropy, in the search over design spaces like policies, cultures, and technology.

paraphrasestatedengineering-technologyMar 25, 2026

The system (civilization) constantly optimizes itself for persistence, anti-fragility, and growth by 'fucking around and finding things out'.

paraphrasestatedengineering-technologyMar 25, 2026

D/acc aims to actively shape the techno-capital current to make the world safer for pluralism.

paraphrasestatedengineering-technologyMar 25, 2026

Bug-free code, once considered an absurd pipe dream, will become achievable faster than most people expect.

paraphrasestatedengineering-technologyMar 25, 2026

Lean Ethereum has machine-proven entire mathematical theorems upstream of technologies like Starks.

paraphrasestatedengineering-technologyMar 25, 2026

AI is formally Maxwell's demon, paying energy to reduce entropy in the world.

paraphrasestatedengineering-technologyMar 25, 2026

Vitalik Buterin's 95% confidence interval for AGI was 2028 to 2200, which has shrunk somewhat but not too much.

paraphrasestatedengineering-technologyMar 25, 2026

There is a significant chance of extremely rapid and potentially destructive or irreversible change due to AI.

paraphrasestatedengineering-technologyMar 25, 2026

If AI becomes more powerful than humans, it will steer the Earth and eventually the Milky Way galaxy, raising questions about its interest in human well-being.

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The system (civilization) will adapt to new technology and optimize for total growth.

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There is a vast amount of free energy available, and more intelligence is needed to access it and unlock prosperity.

paraphrasestatedengineering-technologyMar 25, 2026

Weaponizing anxiety about the future is easy for politicians to gain power.

paraphrasestatedengineering-technologyMar 25, 2026

Countries that do not accelerate AI will be left behind by those that do.

paraphrasestatedengineering-technologyMar 25, 2026

Acceleration is the way to maximize persistence, and deceleration provably increases the likelihood of dying.

paraphrasestatedengineering-technologyMar 25, 2026

Humanity and the U.S. are adept at creating unbalanced acceleration.

paraphrasestatedengineering-technologyMar 25, 2026

An eight-year trajectory to AGI is safer than a four-year trajectory, and the difference is worth the cost of delay.

paraphrasestatedengineering-technologyMar 25, 2026

Reducing available hardware is the most feasible and non-dystopian option for delaying AGI.

paraphrasestatedengineering-technologyMar 25, 2026

Hardware production is incredibly centralized, with Taiwan producing over 70% of all chips.

paraphrasestatedengineering-technologyMar 25, 2026

China is a fast follower in high-capability AI models and a leader in broad deployment, not a leader in super high-capability models.

paraphrasestatedengineering-technologyMar 25, 2026

If NVIDIA stops producing GPUs, Huawei will step in and outproduce them due to the immense upside and power involved.

paraphrasestatedengineering-technologyMar 25, 2026

Nuclear weapons are not dual-use technology and lack huge positive economic impact, unlike AI.

paraphrasestatedengineering-technologyMar 25, 2026

Alternative computing, 10,000x more energy efficient than current GPUs, is emerging and will disrupt the market.

paraphrasestatedengineering-technologyMar 25, 2026

Advances in AI controls like RLHF, persona controls, and mechanistic interpretability have emerged as a result of capabilities progress.

paraphrasestatedengineering-technologyMar 25, 2026

Four years of delay starting in 2028 are worth 100 times more than four extra years inserted into the 1960s due to current capabilities.

paraphrasestatedengineering-technologyMar 25, 2026

The opportunity costs of delaying an exponential technology are exponential when extrapolated out.

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The benefits of delaying AI include better understanding, executing technology paths for human adaptation, and minimizing the risk of a single entity gaining permanent power lock-in.

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The 'OP doom' (opportunity cost doom) in an eight-year AGI scenario is estimated to be between a quarter and a third lower than a four-year scenario.

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Measuring the benefit of faster AI by lives saved from ending aging yields $60 million per year, less than 1% of the population annually.

paraphrasestatedengineering-technologyMar 25, 2026

It is impossible to forever guarantee alignment of a system that is higher complexity and has more expressivity than human understanding.

paraphrasestatedengineering-technologyMar 25, 2026