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AI Podcasts

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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July 21, 2025

José Macedo and Pondering Durian: The Birth of Delphi Intelligence

Delphi Digital

AI
Key Takeaways:
  1. Invest in AI's Tailwinds: The essential question for any AI investment is: "Does this business get better as foundation models improve?" Companies fighting against the current of AI's scaling laws are on the wrong side of a powerful trade.
  2. The "Mag 7" Will Expand, Not Just Turn Over: AI is not a zero-sum game for incumbents. The total addressable market is set to 10x as AI drives labor costs toward zero, creating room for a "Mag 25" and turning today's $500B companies into tomorrow's $5T behemoths.
  3. Private Market Alpha Exists, But Edge is Paramount: The private AI market cap is a mere ~$700B, signaling massive growth potential. However, like in crypto, investors must be paranoid about their "edge," as the best deals require deep ecosystem access to avoid negative selection.
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July 21, 2025

The Future of Software Development - Vibe Coding, Prompt Engineering & AI Assistants

a16z

AI
Key Takeaways:
  1. **AI Isn't a Feature; It's a New Infrastructure Primitive.** For the first time, developers are outsourcing logic, not just resources. This fundamentally changes how software is built, valued, and sold.
  2. **Abandon Zero-Sum Thinking.** The AI market is in a massive expansion phase, not a consolidation battle. Value is accruing at every layer of the stack simultaneously; assuming one layer's gain is another's loss is a flawed thesis.
  3. **The Future is More Developers, Not Fewer.** AI tools augment productivity and lower the barrier to entry. This elevates the developer's role to focus on product design and workflow definition—the *real* hard problem in software.
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July 20, 2025

Hash Rate - Brief #1 - Chutes

Hash Rate pod - Bitcoin, AI, DePIN, DeFi

AI
Key Takeaways:
  1. **A Killer Value Prop:** Chutes makes deploying powerful AI models 85% cheaper and as easy as building a website on Squarespace.
  2. **The Investor's Dilemma:** While all revenue is used to buy back the Chutes alpha token, this currently covers only 10% of the daily token emissions. The token's price stability is heavily dependent on external market demand outstripping this inflation.
  3. **Watch for Catalysts:** Two key events could dramatically increase buy pressure: the imminent launch of BitTensor subnet tokens on Solana and an anticipated wave of institutional capital from newly formed crypto hedge funds.
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Crypto Podcasts

July 28, 2025

Charles Hoskinson: ADA Is A Better Investment Than BTC

Empire

Crypto
Key Takeaways:
  1. The Cycle is Dead, Long Live the Cycle: The old four-year, retail-driven crypto cycle is over. We're in an institutionally-led "gigachad bull run" that will last through 2026 and push the market cap above $10 trillion, pending regulatory clarity.
  2. Narrative is the Ultimate Metric: Chains that focus on philosophical purity and solving real-world problems (Bitcoin, Cardano) build more resilient communities and long-term value than those chasing fleeting metrics like TPS and TVL.
  3. Bitcoin's Next Chapter will be Written on Cardano: As Bitcoin matures into a yield-bearing asset, its massive capital base will seek returns elsewhere. Cardano’s UTXO model and upcoming interoperability features are designed to capture this flow, positioning it as Bitcoin’s de facto yield layer.
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July 27, 2025

Liberation Day Broke The Dollar

Forward Guidance

Crypto
Key Takeaways:
  1. The Dollar's "Gold Moment" is Here. The dollar is decoupling from its traditional anchor (rate differentials) just as gold decoupled from real yields, signaling a permanent regime shift driven by geopolitics, not just economics.
  2. The "Dollar Smile" Has Inverted. The dollar is no longer a reliable risk-off hedge. Its positive correlation with equities means it now falls during market stress—a fundamental rewiring for asset allocators.
  3. The Devaluation Trade is a Trap (For Now). While the long-term bearish case for the dollar is clear, the trade is dangerously crowded. Expect markets to test this one-sided positioning with a painful bounce before the ultimate decline resumes.
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July 26, 2025

Hivemind: Ethena Founder, the GENIUS Act & Overvalued L1s

Empire

Crypto
Key Takeaways:
  1. **The Real Cycle Indicator:** Forget price targets. The bull market's health is directly tied to the premium-to-NAV on crypto treasury vehicles. When those premiums collapse, the party is over.
  2. **L1s Are Dead Money:** The dominant thesis is a massive market re-rating where capital flees overvalued L1 infrastructure and concentrates into Bitcoin and a handful of cash-flow-positive applications.
  3. **Stablecoins Aren't a Commodity:** The moats are deep. New issuers will struggle to compete with Tether's liquidity network effects and Ethena's structural yield advantage, making it a bear market for new stablecoin startups.
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July 26, 2025

Base Just Launched Crypto's Everything App | Jesse Pollak

Bankless

Crypto
Key Takeaways:
  1. Content is the New Capital: The Base App transforms every post into a tradable asset. This makes content creation a direct form of capital formation, rewarding creators for attention in a way that’s native to the internet of value.
  2. The Rise of the Native Creator: The biggest winners on Base won't be Web2 transplants, but new creators who master the platform's unique blend of content and commerce. The strategy is to find and elevate undiscovered talent from every vertical.
  3. From Algorithm to Free Market: Base is trading the black box of social media algorithms for the transparent chaos of a free market. The central experiment is whether market-based incentives can build a healthier, more aligned social network.
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July 25, 2025

Crypto Hits Record $4 Trillion Marketcap BUT We're Just Getting Started

Bankless

Crypto
Key Takeaways:
  1. **ETH is the New Institutional Primitive.** The "ETH Treasury" model is a new unlock, leveraging ETH's native yield to create a self-financing acquisition engine that is attracting billions in institutional capital.
  2. **The Floodgates Are Open.** The Genius Bill and explosive ETF inflows are not just bullish signals; they are structural shifts that are unleashing a torrent of capital and legitimizing the asset class for mainstream finance.
  3. **Risk is Ramping.** The excitement is palpable, but so is the risk. The treasury meta feels like a potential bubble, and legal threats against core DeFi and infrastructure remain a significant overhang. Buyer beware.
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July 24, 2025

Hash Rate - Ep 123 - YUMA's Big Bittensor Bet

Hash Rate pod - Bitcoin, AI, DePIN, DeFi

Crypto
Key Takeaways:
  1. The Playbook is Proven. YUMA is running DCG's time-tested Bitcoin strategy on Bittensor—solving access, building infrastructure, and investing to catalyze the entire ecosystem.
  2. The Arbitrage is Complexity. Subnets are wildly undervalued compared to Web2 counterparts. The friction to invest creates a massive opportunity for sophisticated players and platforms (like YUMA and Sturdy) that can simplify it.
  3. The Moat is More Than Code. Bittensor's defense isn't just its protocol. It’s the flywheel of token incentives, a deeply committed community, and a decade-long head start on solving hard problems—a combination that capital alone can't easily replicate.
See full notes