Kyleoutlaw
Kyle Outlaw 🫡

Founder @ SUBATOMIK | Subatomik@primal.net

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npub1s6atqme22l5khdz8mqk5v57ftk8tm3q4fa2kku0wx8g50w2ucpaq72m7mc

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nprofile1qqsgdw4sdu4906ttk3rast2x20y4mr4acs2574ttw8hrr528h9wvq7spzemhxue69uhhyetvv9ujuurjd9kkzmpwdejhgqg5waehxw309aex2mrp0yhxgctdw4eju6t0tdjy0e

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relay.primal.net

relay.damus.io

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npub1s6atqme22l5khdz8mqk5v57ftk8tm3q4fa2kku0wx8g50w2ucpaq72m7mc

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Last Notes

2026-05-27 13:27:29 UTC

Death Proof | Quantum Mechanics, Mathematics + Markets
The rapid proliferation of artificial intelligence has fundamentally altered the cybersecurity landscape, transforming what were once manageable human-scale threats into automated, adaptive, and superhuman attacks. By 2026, AI agents outnumber human users in many environments, enabling prompt injection, non-human identity (NHI) exploitation, supply-chain compromise, and real-time exploit generation at scales that centralized systems cannot defend. Traditional internet security (reliant on centralized authorities, trusted intermediaries, and static cryptographic assumptions) is increasingly brittle against these capabilities.
Cryptocurrencies and blockchain technology emerge as necessary architectural countermeasures. At their core, they replace trust in institutions with verifiable, decentralized consensus secured by economic incentives and cryptography. Immutable ledgers provide tamper-evident records for identity, provenance, and transactions; decentralized finance primitives (such as on-chain order books and collateralized protocols) create attack-resistant markets that cannot be easily manipulated or censored; and native cryptographic toolkits (hash functions, zero-knowledge proofs, and emerging post-quantum schemes) offer primitives that are harder for AI to reverse-engineer or brute-force at scale.
In an AI-driven threat environment, blockchain’s necessity stems from three structural advantages:
(1) decentralization removes single points of failure that AI can target with precision
(2) economic security aligns incentives so that attacking the network becomes prohibitively expensive
(3) transparency and verifiability allow anyone to audit claims without relying on potentially compromised intermediaries.
Without these properties, the internet risks collapsing into a surveillance-heavy, centrally-controlled system where AI-powered adversaries hold asymmetric advantage.
Thus, cryptocurrencies and blockchain are not peripheral financial innovations but foundational infrastructure for a post-AI internet, one where security is enforced by mathematics and markets rather than by permissioned gatekeepers. Their continued evolution (including post-quantum migration and agent-native protocols) will determine whether the internet remains an open, resilient commons or devolves into a fragile, centrally-managed dystopia.
Ultimately, surviving in this new environment demands an understanding of physics. The laws governing energy, entropy, quantum mechanics, and information theory are no longer abstract academic concerns but operational realities. From the physical limits of data center power and cooling to the fundamental vulnerabilities introduced by scalable quantum computing, security becomes a question of physics as much as code. Those who grasp thermodynamics, quantum information, and computational complexity will hold a decisive advantage in designing resilient systems.
https://blossom.primal.net/ca4e8fc544f0291e31ba689863cdb739f48a3a0aed8b05dcb5b95ead2ae54136.jpg

2026-04-25 17:46:21 UTC

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🫡

2026-04-23 16:31:44 UTC

https://m.youtube.com/watch?v=Qae03boj7lU

2026-04-21 22:57:31 UTC

https://m.youtube.com/watch?v=3jEO8wq3YvI

2026-04-20 20:15:10 UTC

https://youtu.be/MM_G0IRLEx4?si=fDjp3mK8tYOJUfcl

2026-04-20 16:22:43 UTC

https://memes.memedroid.com/images/2026-04-20/69e5f8cebcc35.webp

2026-04-20 16:21:50 UTC

https://open.substack.com/pub/powmag/p/afromans-free-speech-reviewed?r=1nvup&utm_medium=ios

2026-04-20 16:10:47 UTC

https://blossom.primal.net/be6841470045e234358561211d0603bf52d0a7e831af543d8caf3e6a8166a319.jpg

2026-04-20 14:37:51 UTC

https://substack.com/@andrernlt/note/c-231019453?r=1nvup&utm_medium=ios&utm_source=notes-share-action

2026-04-19 23:27:46 UTC

https://youtu.be/xkiRQalMvoc?si=JwUQVyQzpUkWVKxI
https://blossom.primal.net/9a3128b2b17557735c67d07079d44aabbe64241687d9215396fa83af2f368d75.jpg

2026-04-19 23:18:57 UTC

https://youtu.be/k_WQpYX_kdU?si=dzk2pAXeLulqb-C3
https://blossom.primal.net/038d3d49881ef35913b3bc125ad83f15765db44b7a1f9443fc39d918161902ab.jpg

2026-04-12 21:39:21 UTC

[Every dot is a real subway train. Eight hundred of them, give or take, form a small jazz combo (walking bass, piano, sax, vibes, brushes) that has been playing without pause for over a hundred years. On the platforms they are hot, screaming, full of complaint. This is the music inside the noise. ]
https://www.trainjazz.com/
https://blossom.primal.net/1304dee30265fc1751324eda732f6bfe491fb0afcfd6aab9441cf66520da5547.jpg

2026-04-11 14:54:27 UTC

https://www.nytimes.com/2026/04/11/business/caterham-seven-racecar.html?unlocked_article_code=1.aFA.VYJ7.L80PG1FwUk_B&smid=url-share

2026-02-07 20:37:27 UTC

https://youtu.be/Te1HkBx7rDw?si=BpOIAhNnGSGoYUoq

2025-12-19 21:49:06 UTC

https://blossom.primal.net/38288b3c6f377efc396a8f2cabbcec4aea1f80d6f4e28089d5161b349b026031.jpg

2025-10-22 20:31:50 UTC

https://blossom.primal.net/64966bd6520329e5f3c995051ddc4f90356dcbdd3e7e55447b5525c01b76156b.jpg

2025-09-02 20:02:52 UTC

https://blossom.primal.net/99dce0e5de0e9887afa0a9bda6d23762c09b922e9117cb5e857215a8739058be.jpg

2025-09-01 11:55:57 UTC

https://blossom.primal.net/3ab414874e963d9a44852a5ad993e0b3e6f403ff77125c4218ec9b1166999ab6.jpg

2024-11-14 22:55:16 UTC

Yes please 🙏
#note1wf2…0s9t

2023-11-12 14:20:22 UTC

🤔 What the Foucault? The new Amazon office in Haarlam, Netherlands is in a former prison: https://twitter.com/jelleprins/status/1722939321185882169