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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

April 17, 2025

Is Bitcoin A Safe Haven?

1000x Podcast

Crypto
Key Takeaways:
  1. **Watch IBIT/SPY:** A breakout above 0.1 in the IBIT/SPY ratio could signal Bitcoin decoupling and trigger major capital inflows.
  2. **Bitcoin > Gold (Long Term):** Bitcoin offers a superior potential upside (5-10x) compared to gold (2x) over the next decade, though its path will be far more volatile.
  3. **Diversify with Gold:** Adding gold can stabilize a portfolio (higher Sharpe), enabling investors to potentially hold larger, more volatile Bitcoin positions for long-term gains.
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April 17, 2025

Building the Future of Payments: Plasma Chain’s Global Go-To-Market Strategy

The Rollup

Crypto
Key Takeaways:
  1. Dual Strategy is Key: Plasma Chain attacks the market from both the crypto-native angle (liquidity, devs) and a targeted "ground game" (local payment integration).
  2. Targeted Regional Rollout: Specific markets like South America (El Salvador, Argentina) and Turkey are prioritized for initial real-world integration efforts.
  3. Quality Beats Quantity: Ecosystem success is measured by the value of a few core protocols, not the sheer number of deployed applications day one.
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April 16, 2025

Hash Rate - Ep 105 - SONIC $S ))) ) ) ) )

Hash Rate pod - Bitcoin, AI, DePIN, DeFi

Crypto
Key Takeaways:
  1. **User Experience Trumps TPS:** Sonic prioritizes smooth, responsive interactions and sub-second finality over chasing headline transaction-per-second numbers.
  2. **Solving Onboarding is the Killer App:** Native account and gas abstraction aim to eliminate the wallet/gas friction that plagues crypto adoption, combined with 90% fee share making Sonic attractive for builders.
  3. **The Future is Invisible:** Sonic's 2026 goal is to make the underlying blockchain utterly seamless and invisible to the end user, enabling the next wave of Web3 applications in gaming, social, and beyond.
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April 16, 2025

Will We Bottom Soon?

1000x Podcast

Crypto
Key Takeaways:
  1. Trade the Edges, Hold the Cash: In this high-volatility chop-fest, avoid the middle ground. Take profits (20-50%) and keep powder dry for inevitable dislocations and extreme lows.
  2. Bet on Real Yield & Value Accrual: Prioritize projects like Hyperliquid that generate revenue and return value to tokens. Consider pair trades (long RWA/short ETH) to bet on promising sectors without full market exposure.
  3. Macro Shift Fuels Long-Term Bull: Geopolitical realignment (US/China, multipolarity) creates short-term chaos but potentially fuels a decade-long run for alternative reserve assets like Gold and especially Bitcoin. Brace for volatility, but position for the long game.
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April 16, 2025

How Bankless is Robinhood? - CEO Vlad Tenev #crypto #robinhood #stocks #investing #markets

Bankless

Crypto
Key Takeaways:
  1. No Charter, Still Connected: Robinhood operates without a banking charter but strategically uses bank partnerships, highlighting a hybrid approach.
  2. Fiat Bridge: Crypto's mainstream adoption currently depends heavily on traditional banks acting as the crucial fiat-to-crypto gateway.
  3. Converging Future: Expect greater integration between TradFi and crypto, spurred by regulatory clarity and the potential emergence of specialized "crypto banks."
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April 16, 2025

Guilhem Chaumont: Following the Flow Into Crypto’s Next Growth Phase

Delphi Digital

Crypto
Key Takeaways:
  1. Institutions Aren't Degens: They bring long-term capital, changing market cycles and focusing on foundational assets or tokenizing their own.
  2. Tokenize Everything: Future growth hinges on bringing RWAs on-chain, starting with liquid yield assets before tackling illiquidity.
  3. Infrastructure is the Bottleneck (and Opportunity): Building compliant, robust, and well-capitalized trading infrastructure like Flowdesk's is critical, but increasingly difficult, creating moats for established players.
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