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AI Podcasts

January 5, 2026

Welcome to AIE CODE - Jed Borovik, Google DeepMind

AI Engineer

AI
Key Takeaways:
  1. The transition from general-purpose LLMs to specialized coding agents that operate on the entire codebase rather than isolated snippets.
  2. Audit your current stack for agentic readiness. Prioritize tools that integrate with Gemini 3 or similar high-reasoning models to automate repetitive pull requests.
  3. Code is the substrate of the digital world. If you control the means of AI code generation, you control the speed of innovation for every other industry.
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January 5, 2026

Claude Agent SDK [Full Workshop] — Thariq Shihipar, Anthropic

AI Engineer

AI
Key Takeaways:
  1. The industry is moving from "Chat-as-Interface" to "Computer-as-Interface" where models operate directly on file systems.
  2. Replace your complex list of fifty tools with a single Bash tool and a secure sandbox.
  3. The winners in the agent race will not build the best prompts. They will build the best infrastructure for models to execute code.
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December 31, 2025

Infinity, Paradoxes, Gödel Incompleteness & the Mathematical Multiverse | Lex Fridman Podcast #488

Lex Fridman

AI
Key Takeaways:
  1. The move from a singular "Universe" view to a "Multiverse" perspective mirrors the transition from centralized monoliths to fragmented, interoperable ecosystems.
  2. Build systems that fail gracefully when hitting Gödelian limits.
  3. Truth is a vast ocean while proof is a small boat. Your roadmap must account for the reality that your system will eventually encounter truths it cannot verify.
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December 31, 2025

AI in 2026: 3 Predictions For What’s To Come (a16z Big Ideas)

a16z

AI
Key Takeaways:
  1. The Macro Pivot: Outcome-Based Intelligence. We are moving from AI as a Service to Results as a Service where software value is tied to revenue generation rather than seat licenses.
  2. The Tactical Edge: Verticalize the Data. Build in sectors with non-public outcome data to create a compounding moat that resists commoditization by foundation models.
  3. The winners of 2026 will be those who use AI to solve core human needs for connection and discovery while building defensible, data-rich business models.
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December 31, 2025

AutoGrad Changed Everything (Not Transformers) [Dr. Jeff Beck]

Machine Learning Street Talk

AI
Key Takeaways:
  1. The Macro Transition: Moving from "Big Model" monoliths to "Lots of Little Models" where distributed Bayesian assets represent specific physical objects.
  2. The Tactical Edge: Prioritize "Object-Centered" architectures that track uncertainty. This allows robots to "phone a friend" when encountering novel data.
  3. The LLM era is hitting a wall of implicit representation. The next 12 months belong to those building explicit, causal world models grounded in physics rather than language.
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December 31, 2025

[State of Post-Training] From GPT-4.1 to 5.1: RLVR, Agent & Token Efficiency — Josh McGrath, OpenAI

Latent Space

AI
Key Takeaways:
  1. The move from "bigger is better" to "smarter is cheaper" as token efficiency becomes the primary metric for agentic success.
  2. Prioritize building on models that demonstrate high performance on "graph walk" evals to ensure your long-context applications actually work.
  3. Utilitarian and efficient models that prioritize task completion over cheery personality will dominate the developer market.
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December 31, 2025

[State of Evals] LMArena's $100M Vision — Anastasios Angelopoulos, LMArena

Latent Space

AI
Key Takeaways:
  1. The Macro Trend: The transition from static benchmarks to live human-in-the-loop evaluation. As models saturate fixed tests, the only remaining signal is subjective human preference at scale.
  2. The Tactical Edge: Monitor secret model drops on Arena to spot frontier capabilities before official releases. This provides a lead time advantage for builders choosing their tech stack.
  3. The Bottom Line: Arena is the new kingmaker. If you are building AI products, their expert-tier data is the most reliable map for navigating the frontier.
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December 31, 2025

[State of Context Engineering] Agentic RAG, Context Rot, MCP, Subagents — Nina Lopatina, Contextual

Latent Space

AI
Key Takeaways:
  1. The move from small models to medium models (15B to 70B) suggests that reasoning capability is outstripping the desire for low-latency edge deployment.
  2. Implement instruction-following re-rankers to prune your context window. This prevents the model from getting confused by irrelevant data.
  3. Stop building toys. The next year belongs to those who can build full agentic systems that handle billions of tokens without losing the plot.
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December 31, 2025

[NeurIPS Best Paper] 1000 Layer Networks for Self-Supervised RL — Kevin Wang et al, Princeton

Latent Space

AI
Key Takeaways:
  1. The wall between RL and self-supervised learning is crumbling, leading to a unified "representation-first" approach to AI.
  2. Swap your reward-heavy objectives for contrastive representation learning to access deeper, more stable architectures.
  3. If you aren't planning for RL models with 100x the current depth, you're building for the past.
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Crypto Podcasts

December 20, 2025

Coinbase Goes All In, JPMorgan Brings Funds Onchain: Weekly Recap

Unchained

Crypto
Key Takeaways:
  1. Tokenization is the Trojan Horse: TradFi isn't just observing; it's actively building on public blockchains. Tokenized real-world assets (RWAs) are the primary vector for institutional adoption.
  2. Governance Matters: For builders, robust and transparent DAO governance is paramount. For investors, scrutinize projects for clear value accrual to token holders and potential conflicts between core teams and DAOs.
  3. Regulatory Nuance: The Fed's policy shift suggests a move towards more nuanced regulation, potentially opening doors for regulated entities to engage with digital assets.
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December 20, 2025

Most Tokenization Projects Fail. Here’s Why One Succeeded: Bits + Bips

Unchained

Crypto
Key Takeaways:
  1. Strategic Patience Pays: Successful RWA tokenization requires a multi-year commitment to building infrastructure and liquidity, even if it means foregoing immediate profits.
  2. Builders & Investors: Focus on Wallets & DApps: The future is self-custody wallets interacting with specialized, best-in-class DApps, not centralized "super apps." Build intuitive wallet experiences and highly efficient DApps.
  3. The "So What?": Expect a significant migration of traditional financial assets and liabilities onto DeFi protocols over the next 6-12 months, driven by institutional adoption and regulatory clarity, leading to lower costs for consumers and new opportunities for capital.
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December 19, 2025

Why Today’s Economy Serves Assets, Not Workers | Harris Kupperman

Forward Guidance

Crypto
Key Takeaways:
  1. Political Catalyst: A major political shift, likely driven by public anger over economic disparity, is the only force capable of breaking the current feudalistic cycle. This will be obvious when it happens, likely causing a sharp market correction.
  2. Strategic Asset Allocation: Investors should prioritize stores of value (like gold) and seek out hard assets in overlooked emerging/frontier markets. Avoid the AI hardware bubble and identify companies that will leverage AI to cut white-collar costs, rather than those building the infrastructure.
  3. The "So What?": The current economic structure is unsustainable. The growing divide and misallocation of capital will eventually force a re-evaluation of economic priorities. Positioning for this shift means embracing volatility and a long-term, contrarian view, looking beyond the overvalued "approved products" of the current system.
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December 19, 2025

Crypto Prices Are Down...Builders Aren’t!

Bankless

Crypto
Key Takeaways:
  1. Convergence is Here: The lines between traditional finance and crypto are blurring. Expect more "everything apps" and institutional adoption of public blockchains for RWAs.
  2. Token Alignment Matters: Builders must prioritize robust legal and governance structures that enshrine token holder rights. This will be a key differentiator for attracting capital in the next cycle.
  3. Ethereum's Enduring Role: Despite new contenders, Ethereum continues to solidify its position as a foundational layer for institutional tokenization and decentralized finance.
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December 19, 2025

Are There Reasons To Be Optimistic? w/ Dim Selk

Steady Lads Podcast

Crypto
Key Takeaways:
  1. Market Structure Overhaul: The current token distribution model is broken. Expect continued pressure on altcoins until tokenomics evolve to prioritize product-market fit over continuous investor unlocks.
  2. Strategic Accumulation: This period of apathy is ideal for researching and accumulating Bitcoin and high-conviction RWAs. Cash is a strategic asset for deploying when opportunities arise.
  3. TradFi on Chain: The next growth vector for crypto involves capturing traditional finance flows through tokenized equities, commodities, and FX. Builders should focus on robust, order-book based solutions with improved user experience.
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December 19, 2025

Institutional Golden Bull Continues, System Update & Base App Recap, Stables in 2025 w/ Stablewatch

The Rollup

Crypto
Key Takeaways:
  1. Institutional Integration: Crypto is embedding itself into traditional finance, not replacing it. Expect more "everything apps" and verticalized services from major players.
  2. Yield Evolution: As interest rates decline, the demand for diversified, transparent yield-bearing stablecoins will intensify. Protocols with robust risk management and RWA exposure will lead.
  3. Creator Economy's Next Frontier: On-chain tools will redefine creator monetization, shifting from vanity metrics to direct value capture and deeper fan relationships.
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