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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

June 17, 2025

Analyzing Public Crypto Vehicles This Cycle

Empire

Crypto
Key Takeaways:
  1. **Public Equities Offer Familiarity:** Investors are gravitating towards public crypto vehicles for their established legal structures and operational simplicity over direct token holdings.
  2. **Leverage Looks Different Now:** Today's public crypto plays (e.g., MicroStrategy) exhibit significantly less leverage than the high-risk trades that caused meltdowns last cycle.
  3. **Securities Classification Could Be Bullish:** Regulating tokens as securities might unlock substantial institutional capital, providing clearer rules and bolstering market stability.
See full notes
June 17, 2025

Solana ETFs Are Coming With Carlos Gonzalez Campo

Lightspeed

Crypto
Key Takeaways:
  1. **Solana ETFs are knocking on the door**, potentially armed with staking yield and a clearer TradFi narrative than their Ethereum counterparts.
  2. **The DEX arena is a battlefield**: CLOBs on specialized infrastructure are rising, challenging AMMs and reshaping liquidity for everything from blue-chips to memecoins.
  3. **Stablecoins are crypto's killer app going mainstream**, with Circle's IPO firing the starting gun for broader investor participation and a new wave of competition.
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June 17, 2025

How to Actually Grow on Crypto Twitter in 2025

The DCo Podcast

Crypto
Key Takeaways:
  1. Authenticity Over Algorithms: Ditch the generic social media playbook; your genuine interest in a specific crypto niche is your most potent growth tool.
  2. Niche Down to Blow Up: Become the go-to source for your specific passion (e.g., memecoins, DeFi protocols) by sharing your unique process and insights.
  3. The Audience Knows: Users can "sniff out" disingenuous content. Real interest and transparent sharing build trust and attract a loyal following.
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June 16, 2025

The State Of Crypto Derivatives

Empire

Crypto
Key Takeaways:
  1. **Risk Re-Priced**: Post-2022, understanding and mitigating counterparty and correlated risk is paramount; high returns often masked these dangers.
  2. **TradFi Rails Accelerate Crypto**: Publicly traded vehicles and ETFs are becoming key on-ramps, channeling traditional capital into crypto and reshaping market dynamics, notably compressing volatility.
  3. **Fundamental & On-Chain Focus**: Durable value (on-chain credit, strong L1s like Solana, revenue-generating protocols) and innovative on-chain derivatives platforms (like Hyperliquid) are prime areas of growth and investor interest.
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June 16, 2025

How to Value L1s?

Lightspeed

Crypto
Key Takeaways:
  1. App Revenue as a Current Yardstick: For now, L1 "GDP" (market cap / app revenue) offers a more stable cross-chain valuation tool than direct fees, providing an "apples-to-apples" comparison.
  2. The Inevitable Value Shift: Expect a future where applications, not L1s, capture the lion's share of value, as app take rates and business models mature. L1 valuations may compress as app valuations expand.
  3. L1s Must Innovate to Retain Value: Blockchains like Solana are actively strategizing (e.g., application-specific sequencing) to keep successful apps within their ecosystems, highlighting the growing pressure on L1s to prove their enduring value proposition beyond basic infrastructure.
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June 15, 2025

VCs Weigh In On Crypto Treasury Companies

Empire

Crypto
Key Takeaways:
  1. Treasury Strategies: High-Risk, Short-Term Plays: These vehicles are built for quick flips, not lasting value, with a high chance of premiums vanishing and values dropping below NAV.
  2. Beware the "Mania": The proliferation of treasury vehicles with increasingly lax terms signals a speculative fever; MicroStrategy is an outlier, not the rule.
  3. VCs Bet on Endurance: True crypto investing, from a venture perspective, demands patience and a focus on fundamental, long-term growth, distinct from chasing fleeting treasury premiums.
See full notes