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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.
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Crypto Podcasts

July 18, 2025

ETH Breaks New Records While BTC Hits ANOTHER All Time High

Bankless

Crypto
Key Takeaways:
  1. The ETH Treasury Is The New Institutional Bid. The narrative that powered Bitcoin's run is now being replicated for ETH, but with a twist: former Bitcoin miners are leading the charge, creating a powerful, reflexive buy-cycle.
  2. ETH's Supply Squeeze Is Real. The combination of record ETF demand, minimal proof-of-stake issuance, and a re-staking culture means the buy pressure is overwhelming the available sell-side liquidity.
  3. Regulation Is Becoming A Tailwind. The expected passage of the stablecoin bill provides a legitimate foundation for institutional adoption, turning a long-time headwind into a powerful catalyst for growth.
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July 18, 2025

Breaking Down the PUMP Launch

Lightspeed

Crypto
Key Takeaways:
  1. Solana’s Watershed Moment: The smooth on-chain execution for a high-demand event proved that decentralized infrastructure is not just viable but, in this case, superior to its centralized counterparts.
  2. Value Accrual is Non-Negotiable: The era of valueless governance tokens is over. Protocols must now provide clear, tangible mechanisms like revenue sharing or buybacks to build trust and justify their valuation.
  3. The Real Game is the Front-End: While back-end infrastructure plays are viable, the ultimate prize is owning the user relationship. PUMP’s battle with Axiom for the title of the premier consumer-facing crypto app is the key narrative to watch.
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July 17, 2025

Breaking Down the PUMP Launch | Analyst Round Table

0xResearch

Crypto
Key Takeaways:
  1. On-Chain is the New Main Stage: The Pump launch proved Solana can handle massive retail demand better than established CEXs, a major narrative shift for future token sales.
  2. Brand and Treasury Trump Daily Noise: Pump's $6B+ valuation is driven by its powerful brand and massive war chest. Investors are betting on the long-term picture, not volatile daily metrics.
  3. Value Accrual is Now Table Stakes: The 25% revenue share signals a new era. Protocols can no longer ignore direct value accrual for token holders; it's now a requirement to earn market trust.
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July 17, 2025

Why $1 Of Bitcoin Held By A Public Company Is Worth More Than $1

Empire

Crypto
Key Takeaways:
  1. Active Value Creation Over Passive Holding: The primary investment thesis is not just owning Bitcoin, but owning a company that actively works to increase your proportional stake in Bitcoin through astute capital management.
  2. Shareholders Benefit from Arbitrage: The company can issue stock at a premium to buy more assets or sell assets to buy back stock at a discount, with both actions increasing the crypto-per-share metric for existing holders.
  3. A Structurally Superior Model: This model aligns management and shareholder interests to grow NAV per share, a dynamic missing from both passive ETFs (where third parties capture arbitrage) and older closed-end funds (which suffered from principal-agent issues).
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July 17, 2025

10 Bullish ETH Charts

Bankless

Crypto
Key Takeaways:
  1. The Institutional Bid is Real and Diversified. Institutions are not just buying ETH via ETFs; they are building with it via stablecoins, tokenizing real-world assets on it, and holding it directly in corporate treasuries.
  2. ETH's Supply Dynamics are a Ticking Time Bomb. With issuance lower than Bitcoin, an 8-year low of supply on exchanges, and over 43% of ETH locked in smart contracts, a powerful supply shock is building beneath the surface.
  3. L2s are a Feature, Not a Bug. The temporary hit to L1 revenue is a calculated investment in mass adoption. By fostering a thriving Layer 2 ecosystem, Ethereum is sacrificing short-term fees for long-term network dominance and pricing power.
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July 16, 2025

PUMP Buybacks Initialized

0xResearch

Crypto
Key Takeaways:
  1. PUMP is the New Memecoin Index: The market is treating PUMP as a direct proxy for the health of the entire memecoin ecosystem. Its performance is a leveraged bet on speculative activity, making it a crucial asset to watch.
  2. On-Chain Venues Are Winning: The PUMP launch was a massive fumble for centralized exchanges and a huge win for on-chain infrastructure like Solana and Hyperliquid, which handled record volume smoothly. Price discovery now happens on-chain first.
  3. The Frontend is the Next Battlefield: PUMP’s biggest challenge is not just competitors like Bonk.fun, but the risk of being disintermediated by trading apps. To survive, it must become a destination platform, not just backend infrastructure.
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