Validated copertina

Validated

Validated

Di: Austin Federa
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When it comes to blockchain, the thing people talk about most — the price — is actually the least interesting part. Crypto conversations are too often about who’s up and who’s down, what to buy and what to sell, and today’s drama on Twitter. Most conversations about crypto miss how it’s going to change ... everything. On VALIDATED, we’ll be talking to the people who are rethinking the internet — and our world. No hype cycles. No financial advice. Just conversations on the biggest ideas shaping the future of the internet. Web3 is complicated, but never boring.2023 Austin Federa Economia Filosofia Ricerca del lavoro Scienze sociali Successo personale
  • Building the Bitcoin Equivalent for AI Inference Compute with David and Daniil Liberman (Gonka)
    Sep 22 2026

    In this episode, Austin chats with David and Daniil Liberman of Gonka about the case for using crypto to build a permissionless, meritocratic AI compute network focused on inference rather than decentralized training. They argue that centralized AI infrastructure is rapidly concentrating both revenue and compute, and contrast Bitcoin’s immutable, open rules with corporate systems whose promises can change. With Bitcoin as their north star, Gonka’s protocol aims to verify inference outputs and validate the underlying hardware to guard against fraud, censorship, and model substitution, using proof-of-work-like measurements of real, always-on hardware rather than proof-of-stake incentives.

    00:00 - Why Crypto for AI

    03:10 - Inference Over Training

    05:02 - Bitcoin as Compute Incentives

    07:21 - OpenRouter Critiques

    11:36 - Open Source and Safety

    18:51 - How Gonka Works

    20:14 - Verifiable Inference Proof

    24:22 - Privacy and Encryption

    29:07 - Decentralized Training Roadmap

    34:16 - Keeping Frontier Labs Honest

    42:44 - More on Why Bitcoin Provides an Ideal Compute Model

    44:23 - Where to Learn More


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    45 min
  • What are Intents Actually Solving? with Declan Hannon (Aurora Labs)
    Aug 25 2026

    In this episode, Austin chats with Declan from Aurora Labs about building on NEAR’s Intents architecture. Declan explains why intents go beyond “a better bridge UI" and how Aurora Intents actually work, enabling one-click cross-chain journeys. They discuss how the protocol helps create liquidity, adoption metrics (over $21B lifetime volume, about $1B monthly), and use cases across wallets, neobanks, payments, RWAs, and more. The conversation also explores inherent cross-chain risks, as highlighted by a Litecoin reorg double-spend incident, and the need for insurance-like protections for onchain products.

    0:00 - Aurora Intents Overview

    02:57 - Intents vs Bridges

    05:21- Solver Network Explained

    06:23 - Aurora Intents’ Behind the Scenes Flow

    07:43 - Liquidity and Market Making

    08:55 - Real World Use Cases

    11:25 - Confidential Intents

    16:11 - Intents’ Speed Tradeoffs and Risks

    17:30 - Litecoin Incident Earlier This Year

    19:51 - Liability and Insurance

    26:08 - Future Verticals for Intents

    28:36 - Where to Learn More


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

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    30 min
  • OUT OF SCOPE Ep. 2: Anything But Crypto with David Hoffman
    Aug 14 2026

    In this episode, Austin and Tori join David Hoffman (Bankless) to talk about "anything but crypto." Their conversation spans longevity and mind-uploading, the challenges of changing opinions in public, and how modern media incentives distort nuanced ideas. They also discuss social media, the future of long-form content, AI risk and alignment, what it means to “win” the AI race, regulatory uncertainty, and ... yes, David's ideas around fitness.

    00:00 - Welcome and intro

    01:46 - How Do You Want to Live?

    06:17 - Changing Your Mind as a Public Figure

    09:35 - Media Distortion Effects

    14:34 - Quality of Content vs Virality

    16:33 - Yudkowsky and AI Doom

    24:58 - Base Models' Values

    27:55 - China and AI's Moral Core

    30:01 - What Winning the AI Race Means

    36:46 - Why CLARITY Stalled

    41:47 - Hypertrophy and Longevity

    44:23 - Conclusion


    Hosted by Simplecast, an AdsWizz company. See pcm.adswizz.com for information about our collection and use of personal data for advertising.

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    45 min
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