The Breakdown

Decoding crypto and the markets. A daily Blockworks newsletter, by Byron Gilliam.

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Bad math makes headlines: real progress, a history of candlelight, and “the worst poverty analysis…ever seen”

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Anthropic researchers report that their AI agents successfully exploited 56% of vulnerable smart contracts

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For new growth, crypto may need to shed tired norms like over-raising and the hoarding of investment resources

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Futuristic DeFi is stuck inside the computer. An old idea might be its escape hatch

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From passageways to penumbras: a history of private life

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The AI bubble could pop even if demand for AI is unlimited

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Are stablecoins “the most dangerous form of crypto” or a “global public good”?

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Randomness is easily mistaken for meaning, especially in markets.

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With every generation, new problems arise — usually caused by the previous generation’s solutions

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The need for a public, verifiable ledger system may have prompted the creation of an ancient mountain site

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As DevConnect kicks off in Buenos Aires, Vitalik and friends call for a reset

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GPUs are starting to go dark even as data-center spending doubles — is a bubble on the horizon?

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Jeff Yass bets that prediction markets could stop wars, Paul Atkins’ announcement on “tokens,” and more

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If financial nihilism has driven you into memecoins, zero-day options, and sports betting, consider financial optimism instead

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Could blockchain rails finally realize Ted Nelson’s non-linear, pro-creator “docuverse”?

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A recent mistrial illustrates how juries need more background information when it comes to judging complex systems like Ethereum

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The team is betting that a 20-minute hardware trust window beats a new alt-L1

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To learn how to navigate the physical world, robots need visual data

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Advice from Neal Stephenson, Kyle Broflovski, and Crypto Mom on building in crypto

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When crypto meets the courtroom, everyone speaks in food metaphors — and nobody leaves full

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Sometimes you need to know what actual humans think, and not just simulated humans

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How financial markets actively shape the reality they’re meant to measure

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If AI is a bubble, let’s hope it gets even bigger

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Don’t judge your decisions by their results

Decoding crypto and the markets. Daily, with Byron Gilliam.