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AI Podcasts

July 29, 2025

Will Squires & Chris Zacharia: Macrocosmos Bittensor Subnet 13, Data Scraping, AI Training | Ep. 54

Ventura Labs

AI
Key Takeaways:
  1. Macrocosmos is transforming Subnet 13 from a brute-force data scraper into a sophisticated, revenue-generating marketplace that serves as a foundational utility for the entire Bittensor ecosystem. Their core advice to the ecosystem is to relentlessly pursue real-world market validation over passively collecting protocol emissions.
  2. Data is the New Oil, Subnet 13 is the Rig: With 55 billion rows scraped, Subnet 13 is the de facto data layer for Bittensor, providing the essential fuel for everything from AI model training to real-time sentiment analysis for other subnets.
  3. From Raw Scale to Refined Value: The focus is shifting from merely scraping data to making it accessible. The upcoming "Data Universe" marketplace aims to be a "Bittensor Hugging Face," turning a chaotic data ocean into a library of actionable insights.
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July 28, 2025

James Woodman & Joshua Brown: Targon, Manifold Labs, Bittensor Subnet 4, Compute Markets | Ep. 53

Ventura Labs

AI
Key Takeaways:
  1. Price Discovery is the Product: Targon's auction mechanism isn't just a feature; it's the core product. By forcing compute providers to bid for their payout, the system creates a hyper-competitive environment that reveals the true, market-driven price of compute, incentivizing efficiency and driving costs down.
  2. The Race for Organic Revenue: The entire model hinges on achieving "escape velocity" where organic revenue from inference clients outpaces the reliance on network emissions. With $52,000 returned to the subnet in just eight days, they are proving the model works, but scaling this revenue is the central challenge.
  3. The Future is Financialized Compute: The end goal extends far beyond simply renting out GPUs. By establishing a liquid spot market, Targon is laying the groundwork to introduce financial derivatives like forward contracts and options, allowing enterprises to hedge against compute price volatility just as they do with other commodities.
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July 28, 2025

Balaji Srinivasan: How AI Will Change Politics, War, and Money

a16z

AI
Key Takeaways:
  1. **Embrace Polytheism, Not Monotheism.** The future contains many culturally-specific, specialized AIs, not one superintelligence. The "war of the gods" is a more apt metaphor than a single, all-powerful deity.
  2. **Crypto is AI's Anchor to Reality.** As AI generates infinite probabilistic fakes, crypto's deterministic, on-chain data becomes the gold standard for verifiable truth in finance, media, and beyond.
  3. **The Real AI Threat is Physical, Not Persuasive.** Forget rogue chatbots. The immediate danger is autonomous drones, which are already transforming warfare and turning digital firewalls into hard, physical borders.
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July 26, 2025

Intelligence = Doing More with Less (David Krakauer)

Machine Learning Street Talk

AI
Key Takeaways:
  1. Redefine Your Metrics. Judge intelligence not by what a system knows, but by its resourcefulness—its ability to solve novel problems with minimal information.
  2. Demand Deeper Proof. Don't accept claims of "emergence" based on performance charts. Look for evidence of a representational phase shift—a simpler, more abstract model of the world forming inside the machine.
  3. Think for Yourself. Resist the powerful urge to outsource your thinking to AI. Actively using your cognitive "muscles" is the only defense against the atrophy that convenience culture promotes.
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July 26, 2025

Bittensor Brief #2: VoidAI Wrapped TAO & Subnet Tokens

Hash Rate pod - Bitcoin, AI, DePIN, DeFi

AI
Key Takeaways:
  1. Arbitrage Unlocked: The bridge exposes deeply undervalued Bittensor subnet tokens to the Solana ecosystem, creating a direct pathway to capture the 100x-1000x valuation gap between on-chain and off-chain AI projects.
  2. Incentivized Liquidity: Don’t be deterred by low initial liquidity. VoidAI's Subnet 106 is purpose-built to reward liquidity providers, creating a powerful economic engine designed to bootstrap and sustain deep markets for wrapped Bittensor assets.
  3. AI Meets DeFi: Wrapped TAO and subnet tokens can now be plugged into any Solana DeFi protocol. This opens a new frontier for financial products, allowing users to lend, borrow, and build derivatives on top of assets powered by a decentralized machine intelligence network.
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July 25, 2025

Bittensor Novelty Search :: Subnet 62 Ridges :: Open-Source AI

Opentensor Foundation

AI
Key Takeaways:
  1. **Incentives Outpace Centralized R&D.** Ridges proves that a transparent, competitive market can drive faster innovation than a closed-door lab. The "winner-takes-all" model forces rapid, compounding improvements that are immediately absorbed by the entire network.
  2. **Bittensor's Economic Flywheel is Real.** Ridges is a prime example of subnet composability, creating a powerful economic moat. By using other subnets for cheap inference, it builds a product with R&D and operational costs orders of magnitude lower than competitors.
  3. **The Future is Abstracted.** The plan to onboard developers via Google/Plaid logins with a 30% fee is a brilliant Trojan horse. It lowers the barrier to entry for top talent while creating a powerful, built-in incentive for them to dive deeper into the crypto ecosystem to maximize earnings.
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July 23, 2025

The U.S. Can’t Build AI Without These Materials

a16z

AI
Key Takeaways:
  1. Mining is a software problem. The biggest gains aren't just in new drilling tech, but in using AI to optimize complex, thousand-variable refining processes and automate construction, slashing project timelines from years to months.
  2. Vertical integration is non-negotiable. Selling point solutions to "calcified" incumbents is a dead end. To capture efficiency gains, a company must own the entire process from mine to metal, internalizing risk and innovation.
  3. Government’s biggest lever is buying. To unlock trillions in private capital for this critical sector, the government must act as a reliable customer, providing offtake agreements and price floors that de-risk projects in a volatile commodity market.
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July 22, 2025

Live Demo & Review of the Newest AI Browsers: Dia vs Comet

a16z

AI
Key Takeaways:
  1. Comet is the agent, Dia is the assistant. Comet acts on your behalf across your digital life (scheduling, buying, emailing), while Dia excels as a hyper-competent assistant for automating complex research and content creation.
  2. The killer app is integration, not just chat. The browser that wins will be the one that most seamlessly orchestrates a user's entire digital ecosystem. Comet’s ability to connect and push tasks to core apps gives it the current edge.
  3. The sleeping giants are waking up. With vast user data and powerful proprietary models, Google and OpenAI’s eventual entry into the agentic browser market will be the next major catalyst, likely redefining the competitive landscape.
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July 21, 2025

Pushing compute to the limits of physics

Machine Learning Street Talk

AI
Key Takeaways:
  1. Hardware is the New Frontier. The scaling race isn't about building more data centers for the same old chips. The next 1000x improvement will come from a fundamental paradigm shift that works with physics, not against it.
  2. Noise is a Feature, Not a Bug. The future of efficient computing lies in harnessing stochasticity. The "noise" we spend billions to suppress in classical chips is the very resource that can power probabilistic AI models with unparalleled efficiency.
  3. Prepare for an Algorithmic Renaissance. The dominance of Transformers is a temporary state dictated by current hardware. As thermodynamic computers become available, developers and researchers should dust off their probabilistic ML textbooks—the algorithms of tomorrow will look very different.
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Crypto Podcasts

November 6, 2025

How Ethereum Will Integrate Into TradFi Infrastructure with Vivek Raman

The Rollup

Crypto
Key Takeaways:
  1. ETH's Value is Foundational, Not Fickle. The core investment thesis is ETH as the digital economy's pristine collateral and store of value. Network revenue is just the icing on the cake.
  2. The Real Work is Boring (and Bullish). The next phase of growth depends on integrating Ethereum into the mundane back-office operations of TradFi. This is the key to irreversible adoption.
  3. Privacy is the Next Frontier. Compliant, ZK-powered privacy is the final gateway required to bring massive institutional capital on-chain.
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November 6, 2025

Massive Selloff, Mamdani Wins, & Jonah Ditches His CryptoPunk

1000x Podcast

Crypto
Key Takeaways:
  1. System Over Gut. Max’s systematic models correctly identified the top and signaled a buy on the recent dip. In volatile markets, outsourcing conviction to an algorithm removes emotion and highlights clear entry/exit points.
  2. Turn Losses Into Liquidity. Jonah’s CryptoPunk sale demonstrates a crucial strategy: use tax-loss harvesting to turn underwater positions into immediate, deployable capital. A paper loss can become a real financial gain.
  3. Watch Politics, Not Just Charts. The biggest long-term threat to your portfolio isn’t a broken chart pattern; it’s a political paradigm shift. The rise of redistributionism is a slow-burn risk that could eventually dwarf any market cycle.
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November 5, 2025

Massive Selloff, Mamdani Wins, & Jonah Ditches His CryptoPunk

1000x Podcast

Crypto
Key Takeaways:
  1. OGs are cashing out. Heavy selling pressure above $120k comes from early Bitcoin whales transferring wealth to "fair-weather" DAT holders, creating a fragile market structure.
  2. Politics now dictate portfolio risk. Zohran Mamdani’s rise signals a shift to redistributionist politics. If this trend goes national, it’s a clear signal to liquidate assets, as redistribution historically crushes asset prices.
  3. Invest in clean assets with real yield. In a market saturated with VC-owned tokens, assets like Hyperliquid (HYPE) stand out due to their airdrop-only distribution and fee-driven buy-and-burn mechanism, creating a direct link between platform usage and token value.
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November 5, 2025

fomo: Paul and Se

Archetype

Crypto
Key Takeaways:
  1. Social Proof is the New Alpha. FOMO’s core bet is that transparently tracking successful wallets is a more powerful discovery mechanism than traditional research. By making on-chain activity legible and social, it unlocks a new paradigm for retail investing.
  2. User Experience Wins the Next Cycle. The next 100 million crypto users will not be onboarded with seed phrases and gas fees. By abstracting away all technical friction and mirroring the seamlessness of Web2 apps, FOMO provides a blueprint for mass adoption.
  3. Trading is Becoming a Spectator Sport. By turning trading performance into a form of content, FOMO is building a new financial creator economy. The best traders are the new influencers, and their alpha is the content that drives the entire ecosystem.
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November 5, 2025

Quadrillions: Unlocking Quadrillions | Don Wilson & Yuval Rooz

Empire

Crypto
Key Takeaways:
  1. **Privacy Isn't a Feature; It's the Foundation.** For institutions, confidentiality is non-negotiable. Any network aiming to attract serious capital must offer privacy that allows for compliance without broadcasting every move to the world.
  2. **Real Adoption Is a Long Game.** Chasing bull market hype is a losing strategy for enterprise adoption. Canton’s success with partners like Goldman Sachs, DTCC, and Citadel demonstrates the power of prioritizing utility and compliance over a premature token launch.
  3. **The Next Wave Is Tokenizing Everything.** The goal is to move beyond crypto-native assets. The real prize is upgrading the rails for the world's existing financial system—equities, bonds, and treasuries—by making them digitally native, 24/7, and instantly settleable.
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November 5, 2025

Why the Crypto Markets Seem Down Bad as Bitcoin Dips Below $100K

Unchained

Crypto
Key Takeaways:
  1. Despite the brutal sentiment, both speakers remain bullish, predicting a sharp reversal and a new all-time high for Bitcoin by the end of the year once macro clarity emerges.
  2. Macro is King. Bitcoin's fate is now tied to the broader economy. Forget four-year cycles; the key catalyst is a resolution to the government shutdown, which could unlock pent-up energy in the market.
  3. The Treasury Trade is Toast. The era of companies boosting their stock by simply buying Bitcoin is over. Expect a painful shakeout as the market demands real utility and revenue, leading to more forced selling.
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