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AI Podcasts

December 29, 2025

Beyond the Code: The Books That Shaped the Minds of AI Leaders

Turing Post

AI
Key Takeaways:
  1. The transition from technology push to market pull requires builders to stop focusing on the stack and start obsessing over user psychology.
  2. Apply the Mom Test by asking users about their current workflows instead of pitching your solution. This prevents building expensive features that nobody uses.
  3. The next decade of AI will be won by those who understand the human condition as deeply as they understand the transformer architecture.
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December 29, 2025

Memory in LLMs: Weights and Activations - Jack Morris, Cornell

AI Engineer

AI
Key Takeaways:
  1. The Macro Trend: Moving from "In-Context Learning" to "Weight-Based Memory" to bypass the quadratic costs of attention.
  2. The Tactical Edge: Use synthetic data generation to augment your fine tuning sets and prevent the model from forgetting its base knowledge.
  3. RAG is a stopgap. The long term winners will be those who build "neural file systems" where the model inherently knows the data.
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December 29, 2025

Where does consumer AI stand at the end of 2025?

a16z

AI
Key Takeaways:
  1. The "Everything App" is a myth. We are moving from general chat boxes to agentic workspaces that operate across your entire software stack.
  2. Build opinionated. Use the current model quality to solve one specific, high-value workflow rather than competing for the general assistant crown.
  3. 2026 is the year of the builder. The infrastructure is ready, the compute tension is real for Labs, and the market is hungry for products with a soul.
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December 26, 2025

How Claude Code Works - Jared Zoneraich, PromptLayer

AI Engineer

AI
Key Takeaways:
  1. The Macro Movement: The transition from AI as a feature to AI as a headless operator using terminal-based agents.
  2. The Tactical Edge: Replace complex classification DAGs with simple tool-calling loops to reduce technical debt.
  3. The Bottom Line: The future of software development is not better IDEs but better headless agents that treat the entire OS as a tool.
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December 26, 2025

Shipping AI That Works: An Evaluation Framework for PMs – Aman Khan, Arize

AI Engineer

AI
Key Takeaways:
  1. The transition from deterministic software to probabilistic agents requires a move from "vibe coding" to data-driven development.
  2. Build a "golden" data set of 50 hard examples. Use these to test every prompt change before pushing to production.
  3. Reliability is the only moat left in a world of commoditized models. Evals are the bridge to that reliability.
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December 27, 2025

AGI: The Path Forward – Jason Warner & Eiso Kant, Poolside

AI Engineer

AI
Key Takeaways:
  1. Software development is moving from a manual craft to an automated output of vertically integrated intelligence stacks.
  2. Monitor the public API release early next year to replace generic LLMs with specialized coding intelligence.
  3. The winners of the next decade will build on platforms that treat compute as a raw commodity and intelligence as the final product.
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December 26, 2025

What I learned at the frontier of tech in 2025 (Kelly, Cowen, Wang, Prince)

Azeem Azhar

AI
Key Takeaways:
  1. The Macro Pivot: The transition from weightless software to energy-heavy hardware.
  2. The Tactical Edge: Stop building "wrappers" for model weaknesses.
  3. The Bottom Line: AI value is moving from the model to the grid and the individual reputation.
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December 26, 2025

How AI Will Reshape The Economy In 2026 (a16z Big Ideas)

a16z

AI
Key Takeaways:
  1. The Macro Shift: The Great Re-architecting. As legacy software moats evaporate and industrial supply chains reshore, value is migrating from passive data storage to active execution layers.
  2. The Tactical Edge: Target Archaic Verticals. Identify high-friction industries like mortgage servicing or IT support where the distance between intent and execution is currently measured in days.
  3. The Bottom Line: The next two years will reward those who build systems of action that replace human labor with autonomous agents and software-defined hardware.
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December 27, 2025

Why Scientists Can't Rebuild a Polaroid Camera [César Hidalgo]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The Macro Trend: Economic complexity predicts growth better than current GDP. Capital will move toward "high-letter" economies like India and Indonesia.
  2. The Tactical Edge: Prioritize team retention over documentation. Since knowledge is embodied, losing a core team is equivalent to deleting the source code.
  3. The Bottom Line: Success in the next decade belongs to those who treat knowledge as a living network rather than a digital asset.
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Crypto Podcasts

July 30, 2025

How The U.S. Controls The Global Economy

Bankless

Crypto
Key Takeaways:
  1. Crypto Is America's Counter-Offensive. The U.S. is betting on privately-issued, regulated stablecoins—not a government-backed digital dollar—to maintain its edge in global payments. This strategy mirrors how it co-opted the offshore Eurodollar market in the 1970s to expand the dollar’s influence.
  2. The Rise of Parallel Systems. The weaponization of the dollar is forcing countries like China to build their own financial infrastructure (e.g., the M-Bridge platform). This guarantees a future where nations have multiple payment networks to choose from, eroding the U.S.’s unique leverage.
  3. Sanctions Are Not a Free Lunch. While a powerful alternative to military conflict, economic sanctions must be used judiciously. Overusing them risks dulling their impact and ultimately dismantling the very system that grants the U.S. its power.
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July 30, 2025

Can ETH Outperform SOL In 2025?

Lightspeed

Crypto
Key Takeaways:
  1. ETH's Narrative Is Its Near-Term Weapon. ETH's strength lies in a story simple enough for a "dumb banker": massive market cap, 80%+ stablecoin dominance, and the perceived success of its L2s. This makes it an easier buy for TradFi, even if the value accrual thesis is murky.
  2. Solana Is Playing The Long Game. Solana is betting that superior tech will ultimately win. Its focus isn't on the current TradFi narrative but on building the infrastructure for future "internet capital markets," a strategy that requires patience.
  3. Stablecoin Liquidity Is a Vanity Metric. Billions in stablecoins on platforms like Aave don't automatically translate to productive economic activity. The primary use case remains on-chain speculation, challenging the idea that massive liquidity is an end in itself.
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July 29, 2025

ETH Makes a Comeback While Crypto’s Animal Spirits Revive - Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. Ditch the Beta, Pick Your Alts: The days of everything moving in unison are fading. Idiosyncratic returns are back, rewarding investors who can identify projects with strong, sustainable tokenomics.
  2. Beware the Treasury Treadmill: The crypto treasury model is not an "infinite money glitch." Expect premiums to compress and consolidation to begin as the market becomes saturated and the ability to raise capital at a premium wanes.
  3. Tokenization is the Next Frontier: The real institutional play is the rise of "internet capital markets." The tokenization of money market funds by giants like BNY and Goldman will create new, regulated avenues for investment and yield generation on-chain.
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July 29, 2025

Has ETH/BTC Bottomed?

1000x Podcast

Crypto
Key Takeaways:
  1. Price Action Is the Best Marketing. ETH’s bullish chart has single-handedly revived interest, breaking a long-term downtrend against BTC and forcing even skeptics to reconsider. The technicals are now undeniably strong.
  2. ETH Is Wall Street’s High-Beta Darling. New institutional money, looking for 5-10x returns and limited to what’s available in brokerage accounts, is flowing into ETH as the logical next step down the risk curve from Bitcoin.
  3. Trade Your Conviction. Don't chase a rally you don't understand. Entering a trade based on technicals without a fundamental framework is a recipe for selling the lows when volatility hits. For some, leveraged Bitcoin remains a more coherent trade.
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July 29, 2025

Why Charles Hoskinson Is Still Actively Involved In Crypto

Empire

Crypto
Key Takeaways:
  1. Crypto as a Political Countermeasure: For Hoskinson, blockchain is the practical tool to enforce the sound money and transparent governance that the US government has abandoned.
  2. The Federal Reserve Is a Core Target: He identifies the Federal Reserve's unchecked power over the monetary supply as a central flaw in the current system, positioning decentralized currencies as a direct challenge to its authority.
  3. A Mission, Not a Job: His daily engagement isn't for financial gain but is driven by the conviction that the fight for a more honest and accountable system is far from over.
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July 29, 2025

The State Of Solana With Carlos Gonzalez Campo

Lightspeed

Crypto
Key Takeaways:
  1. Tech Over Hype: Solana’s long-term bet is on fundamental technology. Upgrades like Jito’s BAM are designed to create a superior on-chain environment for sophisticated finance, even if it means losing short-term narrative battles to ETH.
  2. The Institutional Gap: Ethereum is currently winning the institutional game with simple, powerful stories around stablecoins and treasury assets. Solana needs a clearer, more accessible pitch beyond raw performance to compete for this capital.
  3. Performance is Non-Negotiable: The Solana ecosystem is doubling down on its high-throughput thesis. Expect a continued push for more blockspace and faster finality, even if it makes running a validator more exclusive. The trade-off is deemed worth it to bring global-scale finance on-chain.
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