All references here, do your own research:

References [1] SecurityWeek, "Hackers Weaponize Claude Code in Mexican Government Cyberattack," Feb. 2026. [Online]. Available: https://www.securityweek.com/hackers-weaponize-claude-code-i... [2] Anthropic, "Threat Intelligence Report: August 2025," Anthropic, Aug. 27, 2025. [Online]. Available: https://www-cdn.anthropic.com/b2a76c6f6992465c09a6f2fce282f6... [3] D. Stenberg, "Mythos finds a curl vulnerability," daniel.haxx.se, May 11, 2026. [Online]. Available: https://daniel.haxx.se/blog/2026/05/11/mythos-finds-a-curl-v... [4] Trail of Bits and OpenZeppelin, "Arbitrum Research and Development Collective (ARDC) procurement-grade pricing benchmarks," 2024. Approximately $25,000 per engineer-week for senior smart-contract auditing. [5] W. Xiao, C. Killian, H. Sleight, A. Chan, N. Carlini, and A. Peng, "AI agents find $4.6M in blockchain smart contract exploits," Anthropic Red Team / MATS / Anthropic Fellows program, Dec. 1, 2025. [Online]. Available: https://red.anthropic.com/2025/smart-contracts/ [6] P. Paganini, "Claude code abused to steal 150GB in cyberattack on Mexican agencies," SecurityAffairs, Feb. 2026. [Online]. Available: https://securityaffairs.com/188696/ai/claude-code-abused-to-... [7] Immunefi, "2026 State of Onchain Security," Immunefi, Jan. 2026. 425 publicly disclosed exploits 2021-2025 totaling $11.9 billion; cumulative whitehat payouts exceed $110 million across 330+ projects and 45,000+ researchers. [8] Chainalysis, "2026 Crypto Crime Report," Chainalysis, Feb. 2026. 2025 stolen funds totaled $3.4 billion; cumulative DPRK take all-time, $6.75 billion. [9] M. White, "Web3 Is Going Just Great," web3isgoinggreat.com. (Cumulative loss tracker, broader scope including exchange and protocol collapses.) [Online]. Available: https://web3isgoinggreat.com [10] Z. Wang, X. Chen, Y. Chen, et al., "Characterizing Ethereum Upgradable Smart Contracts and Their Security Implications," arXiv:2403.01290, Mar. 2024. (Measurement study covers 60,251,064 Ethereum smart contracts.) [Online]. Available: https://arxiv.org/abs/2403.01290 [11] Flipside Crypto, "EVM Layer-2 deployment statistics," Flipside Crypto, 2024. More than 637 million EVM contracts across 7 L2 chains; Optimism alone hosted approximately 70% in 2024 YTD. [12] Etherscan, "Daily Verified Contracts Chart," etherscan.io. All-time peak of 602 verified Solidity contracts deployed in a single day in 2023. [Online]. Available: https://etherscan.io/chart/verified-contracts [13] Google Project Zero and Google DeepMind, "From Naptime to Big Sleep: Using Large Language Models To Catch Vulnerabilities In Real-World Code," Google Project Zero, Oct. 2024. [Online]. Available: https://projectzero.google/2024/10/from-naptime-to-big-sleep... [14] N. Perry, M. Srivastava, D. Kumar, and D. Boneh, "Do Users Write More Insecure Code with AI Assistants?" in Proc. 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS '23), Copenhagen, Denmark, Nov. 2023. 47 Stanford participants on codex-davinci-002. [Online]. Available: https://arxiv.org/abs/2211.03622 [15] United States v. Eisenberg, No. 23 Cr. 10 (S.D.N.Y. May 23, 2025), Opinion and Order on Rule 29 Motion for Acquittal (Subramanian, J.), 35 pp. [Online]. Available: https://nysd.uscourts.gov/sites/default/files/2025-05/23cr10... [16] E. Calvano, G. Calzolari, V. Denicolò, and S. Pastorello, "Artificial Intelligence, Algorithmic Pricing, and Collusion," American Economic Review, vol. 110, no. 10, pp. 3267-3297, Oct. 2020. [Online]. Available: v [17] S. Fish, Y. A. Gonczarowski, and R. I. Shorrer, "Algorithmic Collusion by Large Language Models," arXiv:2404.00806, Apr. 2024. [Online]. Available: https://arxiv.org/abs/2404.00806 [18] CoinDesk, "Attacker Drains $182M From Beanstalk Stablecoin Protocol," Apr. 17, 2022. See also PeckShield and Omniscia post-mortems documenting the flash-loan governance attack and emergencyCommit exploitation of BIP-18. [Online]. Available: https://www.coindesk.com/tech/2022/04/17/attacker-drains-182... [19] The Block, "$24 million Compound Finance proposal passed by whale over DAO objections," Jul. 29, 2024. Proposal 289 vote: 682,191 in favor, 633,636 against. [Online]. Available: https://www.theblock.co/post/307943 [20] DARPA, "AI Cyber Challenge marks pivotal inflection point for cyber defense," DARPA, Aug. 2025. Team Atlanta (Georgia Tech, KAIST, POSTECH, Samsung Research) won the $4 million top prize with the ATLANTIS cyber-reasoning system; 54 of 63 synthetic vulnerabilities discovered (86%) and 43 patched (68%) across 54 million lines of code. [Online]. Available: https://www.darpa.mil/news/2025/aixcc-results [21] CETaS, "Claude Mythos: What Does Anthropic's New Model Mean for the Future of Cybersecurity?" Centre for Emerging Technology and Security, The Alan Turing Institute, Apr. 2026. [22] Anthropic, "Responsible Scaling Policy v3.0," Anthropic, Feb. 2026. [23] European Parliament and Council of the European Union, "Regulation (EU) 2024/1689 of the European Parliament and of the Council laying down harmonised rules on artificial intelligence (AI Act)," Official Journal of the European Union, Jul. 12, 2024. Dual-use provisions in next implementation phase scheduled for August 2026. [24] National Institute of Standards and Technology, "AI Risk Management Framework (AI RMF 1.0)," NIST AI 100-1, Jan. 2023. [Online]. Available: https://www.nist.gov/itl/ai-risk-management-framework [25] AI Safety Institute (UK), "The Last Ones: 32-Step Corporate-Network Attack Simulation," AI Safety Institute, Apr. 2026. [26] V. Buterin, "The Promise and Challenges of Crypto + AI Applications," vitalik.eth.limo, Jan. 30, 2024. [Online]. Available: https://vitalik.eth.limo/general/2024/01/30/cryptoai.html [27] Lido DAO, "Dual Governance — Lido Improvement Proposal LIP-28," Lido Finance. Activated on Ethereum mainnet, Jun. 30, 2025. 1% TVL "first seal" threshold and 10% TVL "rage-quit" threshold. Built with audits by Certora, OpenZeppelin, Statemind, and Runtime Verification; agent-based simulations by Collectif Labs; game-theoretic models by 20squares. [Online]. Available: https://github.com/lidofinance/lido-improvement-proposals/bl... [28] Anthropic, "Disrupting the First Reported AI-Orchestrated Cyber Espionage Campaign (GTG-1002)," Anthropic, Nov. 13, 2025. Approximately 30 targets across technology, finance, chemicals, and government sectors. [Online]. Available: https://www.anthropic.com/news/disrupting-AI-espionage