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AI Podcasts

July 30, 2025

Hash Rate - Ep 124 - Backprop / Tensorplex / Dojo (sn52) $TAO

Hash Rate pod - Bitcoin, AI, DePIN, DeFi

AI
Key Takeaways:
  1. Trading is Training. Every dTAO trade is a direct vote on the value of an AI service, making traders active participants in steering the Bittensor network's intelligence and resource allocation.
  2. Human Feedback is the Moat. To advance, frontier AI needs subjective human preference data. Decentralized systems like Dojo (SN52) can provide this at scale, creating a crucial data pipeline that can’t be easily replicated.
  3. Predictability Breeds Value. The most successful decentralized networks (like Bitcoin) thrive on trust and predictability. Subnets that arbitrarily change rules risk alienating their miners and undermining the long-term health of the entire ecosystem.
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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

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 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 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.
See full notes

Crypto Podcasts

July 12, 2025

How PumpDotFun Could Capture The Intersection Of Content, Crypto And Gaming

Empire

Crypto
Key Takeaways
  1. The New Media Blueprint: The winning strategy is a blend of long-form, authentic live streams and hyper-optimized social clips. Platforms that natively support this will win.
  2. Content, Not Just Coins: To achieve longevity, Pump.fun must evolve beyond a pure trading terminal. It needs to give users a reason to stay that isn't just watching a chart.
  3. Finance Is Entertainment: For a new generation, trading is a competitive social game. The most successful platforms will be those that embrace this "leaderboard" mentality and build entertainment-first financial experiences.
See full notes
July 12, 2025

Phantom Chooses Hyperliquid for Perps | 0xResearch

0xResearch

Crypto
Key Takeaways:
  1. Distribution is the New Moat: Wallets like Phantom are becoming aggregator kings. By integrating the best backend protocol (Hyperliquid), they can dominate user flow and marginalize competing applications.
  2. Infrastructure Eats Applications: Hyperliquid’s success stems from its focus on being a permissionless infrastructure layer, not just an app. It outsources distribution to capture flow from the entire crypto ecosystem, a model that standalone DEXes will find nearly impossible to compete with.
  3. Mobile is Crypto’s Next Frontier: Phantom’s mobile-only perp launch is a bet that the next wave of users will prioritize convenience and native experiences. Its initial success signals a critical shift in how DeFi applications must be designed and delivered.
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July 11, 2025

Winners & Losers From PUMP’S ICO With Santi & Rob Hadick | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. **App-Chains Are The New End Game.** Successful apps are now launching their own sovereign chains, posing an existential threat to host L1s like Solana. The most valuable real estate is direct user ownership, not just building on the fastest chain.
  2. **Trading Is The New Gaming.** For Gen Z, speculation is a primary form of entertainment. Platforms that successfully blend content with financialization are tapping into a powerful cultural current that moves far beyond traditional "investing" narratives.
  3. **Winners Buy, They Don't Build.** The crypto M&A market is hot. Well-capitalized players (e.g., Monad buying Portal) are acquiring talent and tech to build full-stack platforms, while many 2022-era startups are prime acquisition targets.
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July 11, 2025

Bitcoin All-Time-High, Is ETH Next?

Bankless

Crypto
Key Takeaways:
  1. A perfect storm of narrative, structural demand, and historical precedent is building for Ether, but its price has yet to reflect this reality, and the underlying technical work remains critical.
  2. The ETH Coiled Spring: A massive disconnect exists between euphoric pro-ETH sentiment—driven by treasury buys and mainstream narratives—and its lagging price. History suggests when ETH moves, it will be explosive, leaving sideline-sitters behind.
  3. Corporate Treasuries are the New Demand Sink: A new class of publicly traded "ETH Treasury" companies is in an arms race to acquire ETH, creating a structural demand shock that could absorb all new issuance and initiate a powerful positive feedback loop.
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July 10, 2025

The 8% Debasement Trap Killing Your Wealth

Forward Guidance

Crypto
Key Takeaways:
  1. Your Portfolio Is Bleeding. Unless concentrated in tech (NASDAQ) and crypto (Bitcoin, ETH), your purchasing power is eroding by 8% annually. Assets like the S&P 500 or gold are merely treading water against this relentless tide.
  2. Diversification Is a Wealth Destroyer. In a world dominated by a single macro factor—currency debasement—spreading capital across underperforming assets guarantees a loss of real value. A concentrated portfolio is now the only logical strategy.
  3. Tech Is Winning, But Crypto Is Lapping It. While the NASDAQ beats debasement, it's losing badly to crypto. The NASDAQ is down over 99% against Bitcoin since 2012, making crypto the apex asset for accumulating real wealth.
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July 9, 2025

Crypto Experts Explain Stablecoins & the Future Financial System w/ Ali Yahya & Arianna Simpson

a16z

Crypto
Key Takeaways:
  1. Stablecoins are the Trojan Horse. They are crypto's killer app, driving real-world utility and legitimizing the space for institutions and mainstream users by solving tangible financial inefficiencies.
  2. Crypto is AI’s Essential Counterbalance. As AI centralizes power and blurs reality, crypto provides the critical infrastructure for decentralization, authentication, and new economic models for creators.
  3. The Regulatory Winter is Over. A friendlier U.S. political climate has opened the door for a new wave of crypto innovation. For investors and builders, this is the signal that it's time to build.
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