AI Summary
5 min readAre AI Labs Trying to Break Encryption?
A theoretical computer scientist named Scott Aaronson, citing unnamed sources, recently reported that AI labs have begun "gingerly and discreetly investigating whether their latest internal models can break important cryptographic protocols and primitives." Aaronson noted that cryptography is "conspicuous by its absence from OpenAI's list of 376 papers" and argued that if AI models can break encryption, "it would certainly be nice to get ahead of things before the rest of the world figures out the same."
This warning landed in a specific context: OpenAI had just released hundreds of new mathematical findings across algebra, theoretical computer science, and mathematical logic. Last month, the company used a team of 10,000 autonomous AI agents working in parallel to solve the Navier-Stokes equation—one of the most famous unsolved problems in mathematics and physics—in just 88 hours. "Recent days have been humbling for human mathematical intuition. Long held unquestioned hypotheses have fallen," wrote Ethereum researcher Justin Drake.
The Crypto-Specific Risk
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What you'll learn
- 1 (00:00) **🎙️ Introduction: AI Breaking Cryptography**
- 2 (00:33) **Ad Break: Vanguard Investor Choice**
- 3 (01:11) **The Crypto Apocalypse Debate**
- 4 (02:44) **Buterin and Drake's Recommendations**
- 5 (03:16) **AI's Mathematical Breakthroughs**
- 6 (04:39) **Practical Steps for Crypto Holders**
- 7 (05:43) **Anthropic Launches Claude Haiku 3.5**
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Guests on this episode
Show Notes
Scott Aaronson said AI labs had started testing whether their newest models could break cryptography, and Vitalik Buterin urged taking it seriously. Anthropic launched Haiku 5.5, Google unveiled a universal Gemini agent, and Microsoft opened Surface Laptop Ultra preorders.
- A theoretical computer scientist, citing sources, says AI labs have started investigating whether their latest internal models can break cryptographic protocols (Shtetl-Optimized)
- Vitalik Buterin backs Justin Drake’s “bunker mode” warning that AI-accelerated math could break the cryptography behind blockchain wallets, including lattice-based schemes, before quantum computers do (CoinTelegraph)
- Anthropic launches Claude Haiku 5.5, the first Haiku model with effort controls, for high-volume, cost-sensitive tasks like summary and classification requests (Anthropic)
- Haiku 5.5 is 90% cheaper than Haiku 4.5 at 10 cents and 50 cents per million tokens, matching OpenAI’s GPT-6 Luna on price while beating it on all six shared benchmarks; Sonnet 5.5 cache reads were also halved (SiliconANGLE)
- Google Cloud unveils a universal Gemini agent to handle multi-day enterprise workflows in Workspace, Microsoft 365, and Slack that supports several AI models (VentureBeat)
- Google’s Gemini agent runs each job on the model that fits best, Gemini or Claude, with four kinds of memory and sub-agents that coordinate workflows running for hours or days (9to5Google)
- Microsoft opens preorders for the $2,599+ Surface Laptop Ultra, shipping from October 16, with an RTX Spark and three USB-C ports; one is magnetic like MagSafe (Windows Central)
- The Surface Laptop Ultra is a CNC-machined aluminum MacBook Pro rival built around Nvidia’s first RTX Spark chip, with a magnetic Surface Connect-style charger built around a USB-C port (The Verge)
- Microsoft’s $5,999 Surface RTX Spark Dev Box packs 128GB of unified memory to run local models exceeding
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