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AI Podcasts

July 30, 2025

AI Content and the War for Your Attention

a16z

AI
Key Takeaways:
  1. AI is an attention-polluting machine. The primary challenge for social platforms will soon be managing the tidal wave of AI-generated "slop" designed to hijack algorithms, which risks alienating users entirely.
  2. The future of social is private. The psychological burden of being a micro-celebrity in a digital panopticon is pushing users away from public feeds and into smaller, trusted, and often monetized group chats.
  3. Attention mining’s endgame is total immersion. With phones saturated, the commercial logic of adtech demands new frontiers. VR is the path to monetizing waking hours, and Neuralink is the one to monetize dreams.
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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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Crypto Podcasts

May 14, 2025

The Mistakes Crypto Is Repeating from the Tech Boom

blocmates.

Crypto
Key Takeaways:
  1. **Brace for Impact (and M&A):** Expect valuation haircuts and a rise in crypto M&A as funding tightens and runways shorten.
  2. **Prioritize Survival:** Projects that, like Vertex, obsess over downside protection are better positioned than those fueled by pure optimism.
  3. **Infrastructure Smarts:** Innovative platforms like Sonic, simplifying app-chain deployment and revenue sharing, represent a key evolution in building sustainable on-chain applications.
See full notes
May 14, 2025

Bits + Bips: Expectations for the U.S.-China Tariff Pause

Unchained

Crypto
Key Takeaways:
  1. **Tariff Truce ≠ Lasting Peace:** The 90-day U.S.-China tariff pause offers temporary market relief, but deep-seated economic tensions and China's strategic pivot to "Made by China" suggest a protracted decoupling.
  2. **Bitcoin Shines Amidst Chaos:** Bitcoin has demonstrated resilience, outperforming traditional assets during recent market turbulence and policy uncertainty, strengthening its case as a macro hedge.
  3. **Crypto Legislation Stalls, Stakes Rise:** Delayed U.S. crypto laws create uncertainty; while Bitcoin may benefit from ambiguity, broader adoption and Ethereum's institutional ambitions hinge on clearer regulatory frameworks.
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May 13, 2025

Launchpad Wars, Market Reversal, Trump Tariff Pause, and The State of AI | EP 75

Good Game Podcast

Crypto
Key Takeaways:
  1. Crypto Reimagined: Crypto is evolving into a potent funding engine for real-world innovation across sectors like research and robotics.
  2. AI's Deep Integration: AI is embedding itself into daily life, from AI shopping agents to personalized education, demanding adaptation.
  3. Strategic Agility is King: Startups must rapidly adopt new models like tokenized fundraising and AI integration to thrive in this dynamic landscape.
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May 13, 2025

Bits + Bips LIVE: US-China Tariff Deal Reignite Markets

Unchained

Crypto
Key Takeaways:
  1. Tariff Truce is Tactical: The 90-day US-China tariff pause offers temporary relief, but the underlying trade war isn't over; expect continued market sensitivity to policy shifts.
  2. Bitcoin's Macro Moment: Bitcoin's strong performance amidst geopolitical and economic uncertainty solidifies its narrative as a non-sovereign store of value and a crucial portfolio diversifier.
  3. Crypto Regs on Horizon: Despite DC's legislative snags, the potent combination of crypto industry lobbying and perceived national benefits (like stablecoins aiding deficit financing) makes eventual regulation highly probable.
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May 12, 2025

Apps Are Taking Over Crypto | 6th Man Ventures

0xResearch

Crypto
Key Takeaways:
  1. Apps Over Infra: The investment pendulum is swinging decisively towards applications that can onboard millions and generate real revenue, marking a shift from the "fat protocol" to the "fat app" era.
  2. Ecosystems are King: Choice of blockchain (Solana, Base leading for consumer) is critical; building on unproven chains is a gamble few startups can afford. Expect consolidation.
  3. Revenue & Vision Rule: Success stories like Pump.fun highlight that agile teams with a broad vision beyond niche crypto use cases (and real revenue) will capture significant market share.
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May 12, 2025

How To Build The Most Performant L1

Lightspeed

Crypto
Key Takeaways:
  1. Performance First, Decentralization Follows: L1s that prioritize and achieve superior performance will attract the most activity, leading to higher revenues and, consequently, a greater number of incentivized, decentralized validators.
  2. Profit Over Philanthropy: Forget "running a node for the cause"; long-term decentralization hinges on validators earning more than they spend. Net income is king.
  3. Solana's Uncapped Potential: Solana's design aims to break the mold by enabling an ever-increasing number of validators without sacrificing its high-speed performance, offering a path to maximal decentralization.
See full notes