Unchained · the podbrain notes ·
3 min read

Claude Found a 4-Year Zcash Bug. Now It Won't Audit DeFi: Uneasy Money

Caine Warwick hosts this episode of Uneasy Money with co-host Taylor Monahan (security expert) and Luca Netz (CEO of Pudgy Penguins), exploring the latest developments in AI model releases and crypto security incidents.

Unchained Unchained
Subscribe to Notes Upgrade
Unchained episode thumbnail: Claude Found a 4-Year Zcash Bug. Now It Won't Audit DeFi: Uneasy Money
Unchained
Key Takeaways
  1. 01

    Fable 5 (Mythos class model) refuses smart contract audits and security work, immediately downgrading to Opus when detecting security-related prompts

  2. 02

    Personal AI subscriptions are subsidized 100x - $5,000 worth of API usage costs only $200 on consumer plans

  3. 03

    Fable will only be available via API starting December 22nd, ending the massive subsidization of frontier models

  4. 04

    PumpFun's bounty marketplace enabled dystopian incentives including $10,000 SOL bounty for suicide and forehead tattoos

  5. 05

    Humanity Protocol lost everything in comprehensive hack - bridge funds, all user tokens via infinite mint, and treasury assets

  6. 06

    Single device malware compromised multiple private keys despite 3-of-6 multisig setup, highlighting security theater

  7. 07

    North Korean threat actors have been exfiltrating AI API keys for 6+ months, targeting valuable model access

  8. 08

    Fable demonstrated human-level reasoning on complex planning problems, successfully navigating contradictory documentation and deprecated assumptions

Get the latest ideas from Unchained.

Plus the best new takeaways about artificial intelligence from other top podcasts — read in minutes, not hours.

or

By continuing, you agree to podbrain's Terms and Privacy Policy.

These notes may contain occasional inaccuracies. Learn how podbrain notes are made

Caine Warwick hosts this episode of Uneasy Money with co-host Taylor Monahan (security expert) and Luca Netz (CEO of Pudgy Penguins), exploring the latest developments in AI model releases and crypto security incidents.

The conversation covers Anthropic's Fable 5 release and its aggressive security restrictions, the unsustainable economics of subsidized AI subscriptions, PumpFun's controversial bounty marketplace, and a comprehensive hack of Humanity Protocol that drained multiple components of their ecosystem.

Fable 5 Launch: Security Restrictions and Jailbreaking

Anthropic released Fable 5 instead of the promised Mythos model, with naming that violates basic product conventions - "You cannot release a thing that has never existed before and call it 5" - Caine

Fable immediately refuses smart contract audits and security work, with Taylor reporting it "instantly downgrades" to Opus when detecting security-related prompts

Jailbreaking attempts using multiple agents are already successful, with reports of bypassing restrictions for bomb-making information through prompt decomposition techniques

Security researchers face immediate detection and blocking, even for legitimate white-hat investigations - "it already is suspecting that I'm like this. It's already suspicious. 'Cause it knows me" - Taylor

AI Subscription Economics: 100x Subsidization Revealed

Caine's experiment revealed massive subsidization: $5,000 worth of API-equivalent usage for $200 monthly subscription, with potential for $20,000 worth over full month limits

Team member used $12,000 worth of inputs in one month on personal account while building entire browser extension, highlighting the unsustainable economics

Workflow experiment with 500-600 agents decomposing codebase consumed 200 million tokens in 4 hours without hitting limits on $200 plan

Power users exploit the system while casual users subsidize through unused subscriptions, creating unsustainable unit economics for AI companies

Fable API-Only Transition and Market Impact

Starting December 22nd, Fable will only be available via API pricing, marking the first frontier model without consumer subsidization

Transition will force users to confront real costs, fundamentally changing usage patterns from unlimited experimentation to cost-conscious decisions

Organizations like Pudgy Penguins spend $50,000 monthly on AI with custom monitoring systems, while individual users face dramatic pricing reality check

Employee retention concerns emerge as access to latest models becomes competitive advantage - "I wouldn't work somewhere that didn't give me access to Fable now" - Caine

PumpFun Bounty Marketplace: Dystopian Incentives

PumpFun launched bounty marketplace enabling direct payment for extreme acts, including $2,000 for forehead tattoos and $10,000 SOL for suicide

Tattoo bounty dispute over misspelling led to 'Booty Work' meme coin launch, netting the participant $15,000 instead of original $2,000 payout

Platform eliminates intermediary steps, moving from "launch meme coin, do crazy thing, hope it pumps" to direct payment for dangerous acts

Luca acknowledges the moral complexity: "they keep making money and sticky and it's working" while noting it doesn't align with his moral compass

Humanity Protocol Comprehensive Hack

Single device malware compromise led to theft of bridge funds, infinite minting to steal all user tokens, and treasury asset drainage

3-of-6 multisig provided no protection as multiple private keys were stored on the compromised device, highlighting security theater over actual protection

Hack occurred during token unlock period and price pump, maximizing damage through comprehensive attack on all protocol components

On-chain analysis initially confused by team movements days before hack, leading to conspiracy theories about insider involvement

Unchained
From Unchained. Get a note like this from every new episode.
Subscribe to Notes Upgrade

These notes may contain occasional inaccuracies. Learn how podbrain notes are made

0 / 0
Link copied