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AI Podcasts

January 13, 2026

It's Time To Build

a16z

AI
Key Takeaways:
  1. The Macro Shift: Infrastructure Invisibility. As core technologies become background noise, value moves from the pipes to the unique experiences built on top of them.
  2. The Tactical Edge: Reject Mediocrity. Audit your product for average features and replace them with high-conviction improvements that competitors are too lazy to attempt.
  3. The Bottom Line: Building is the only way to ensure the future happens. If you do not create the next version of reality, you are stuck living in an outdated vision.
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January 13, 2026

Nothing’s Carl Pei on Building a $1B Smartphone Company and Why He Thinks About Death Every Week

The Generalist

AI
Key Takeaways:
  1. The transition from hardware specs to emotional hardware where brand identity and OS-native AI become the primary moats.
  2. Prioritize arbitrage opportunities in marketing by finding underpriced attention on platforms like TikTok before they become crowded.
  3. Success in mature markets requires a Genghis Khan method: be a talent scout, stay open-minded to global supply chains, and use design to win the emotional battle for the consumer's pocket.
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January 12, 2026

Nvidia CES 2026

Semi Doped

AI
Key Takeaways:
  1. The transition from centralized cloud training to distributed local inference creates a massive demand for high-bandwidth storage and custom CPUs.
  2. Audit your technical roadmap to prioritize local agentic workflows that reduce latency and data privacy risks.
  3. The next 12 months will favor hardware that enables physical AI and local autonomy. Owning the compute stack is becoming a competitive necessity for builders who want to move faster than the cloud allows.
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January 9, 2026

Spec-Driven Development: Sharpening your AI toolbox - Al Harris, Amazon Kiro

AI Engineer

AI
Key Takeaways:
  1. The transition from "vibe coding" to "spec-driven" engineering.
  2. Implement EARS-formatted requirements in your AI prompts.
  3. Determinism is the ultimate feature for AI-assisted development.
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January 8, 2026

Post-training best-in-class models in 2025

Weights & Biases

AI
Key Takeaways:
  1. Intelligence is decoupling from scale. As reasoning becomes a commodity, the value moves from the size of the model to the proprietary nature of the training data.
  2. Use TRL or Unsloth for single-GPU fine-tuning. Prioritize cleaning your instruction sets over increasing your training iterations.
  3. The future belongs to those who own their data pipelines. If you can distill elite reasoning into a 350M parameter model, you win on latency, cost, and privacy.
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January 8, 2026

Intelligent Robots in 2026: Are We There Yet? [Nikita Rudin] - 760

The TWIML AI Podcast with Sam Charrington

AI
Key Takeaways:
  1. Moving from Blind Locomotion to Semantic Navigation defines the next frontier.
  2. Prioritize modular architectures that use off-the-shelf VLMs for task orchestration.
  3. Expect the first value-positive humanoid deployments in late 2026.
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January 8, 2026

Automating Large Scale Refactors with Parallel Agents - Robert Brennan, AllHands

AI Engineer

AI
Key Takeaways:
  1. Software maintenance is moving from a manual craft to an industrial process. As agents handle the toil of migrations and security, human engineers will focus entirely on high-level system design.
  2. Batch by Dependency. Use the OpenHands SDK to visualize your codebase as a graph and deploy agents to solve the leaf nodes first.
  3. Companies that master agent orchestration will clear their tech debt backlogs in weeks instead of years, creating a massive competitive advantage in product velocity.
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January 8, 2026

DSPy: The End of Prompt Engineering - Kevin Madura, AlixPartners

AI Engineer

AI
Key Takeaways:
  1. The Macro Trend: Software is moving from imperative instructions to declarative goals.
  2. The Tactical Edge: Port your most expensive GPT-4 prompts to DSPy signatures and run them through a BootstrapFewShot optimizer.
  3. The Bottom Line: Brittle prompts are the new technical debt. Building with a declarative framework ensures your system improves as models get cheaper.
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January 9, 2026

Spec-Driven Development: Sharpening your AI toolbox - Al Harris, Amazon Kiro

AI Engineer

AI
Key Takeaways:
  1. We are moving from probabilistic prompting to neurosymbolic reasoning where the LLM is a component of a larger structured system.
  2. Install MCP servers for your specific documentation and task trackers. Ground your agent in reality to reduce the manual verification loop.
  3. Engineering rigor is returning to the AI era. Builders who adopt structured workflows will outpace those stuck in the "prompt and pray" cycle.
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Crypto Podcasts

June 22, 2025

Yano On What The New Token Transparency Framework Looks Like

Empire

Crypto
Key Takeaways:
  1. **Standardized Scrutiny Arrives:** The Token Transparency Framework introduces a systematic, 18-criteria evaluation, offering a clear benchmark for assessing token projects beyond hype.
  2. **Rewards & Repercussions:** By first celebrating transparent projects (like Jito and Jupiter) and then planning to rate less forthcoming ones, the framework aims to incentivize industry-wide improvements in disclosure.
  3. **Investor Toolkit Boost:** This framework provides investors with a concrete tool for due diligence, moving towards a more informed and transparent crypto investment landscape.
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June 21, 2025

0xResearch | June 20th, 2025

0xResearch

Crypto
Key Takeaways:
  1. CEXs Go Lean: Exchanges are increasingly opting for lighter on-chain footprints, prioritizing app development on existing chains over building new L1s/L2s, signaling a focus shift to direct user value.
  2. Transparency is Non-Negotiable: The 0xResearch Token Transparency Framework highlights a critical industry need for standardized disclosures, aiming to build trust and attract serious capital by demystifying token projects.
  3. Utility Drives Valuation: Projects like Kamino, despite strong fundamentals and growth, underscore that clear token utility and value accrual mechanisms are essential for market recognition and valuation.
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June 20, 2025

Macro Uncertainty, Circle’s Surge, and Prediction Market Utility | Roundup

Bell Curve

Crypto
Key Takeaways:
  1. Selective Bets Over Broad Sprees: Forget throwing darts; the crypto market now rewards surgical precision. Focus on projects with strong fundamentals and demonstrable traction, as "hyper dispersion" is the new norm.
  2. Public Equities as a Crypto Proxy: With limited direct, high-quality crypto IPOs, existing listed entities like Circle and Coinbase are soaking up institutional and retail interest, mimicking "alt season" dynamics in traditional markets.
  3. Pragmatism Pays: The industry is shedding ideological baggage. Successful projects will meet existing market needs, provide clear disclosures, and avoid outdated tokenomic "tricks." Prediction markets are an emerging utility to watch.
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June 20, 2025

Token Transparency and The Hot Ball of Money (Hyperliquid/Circle) | Weekly Roundup

Empire

Crypto
Key Takeaways:
  1. **Transparency is Now Table Stakes:** Projects neglecting robust disclosure standards, like those promoted by the new Token Transparency Framework, will face escalating investor scrutiny and skepticism.
  2. **Public Markets: Crypto's Current Darling (But For How Long?):** Expect continued capital inflow and outperformance from regulated, publicly traded crypto entities before a potential, broader token market resurgence.
  3. **Real Value is Built on Fundamentals & Community:** Platforms like Hyperliquid, showcasing operational efficiency, potent tokenomics, and community wealth creation, are forging lasting value that transcends fleeting market trends.
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June 20, 2025

How the GENIUS Act Brings Stablecoins Mainstream | JP Morgan JPMD

Bankless

Crypto
Key Takeaways:
  1. Stablecoin Surge: The GENIUS Act is set to unleash trillions in stablecoin value, positioning dollar-backed digital assets as a global financial linchpin and reinforcing US dollar networks.
  2. ETF Explosion Imminent: Prepare for a diversified crypto ETF market in 2025, as assets like Solana and Dogecoin likely gain approval, testing the true depth of institutional appetite.
  3. Super App Showdown: The battle for your financial future is on, with Coinbase and Robinhood racing to build all-in-one platforms blending traditional finance with on-chain crypto services.
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June 20, 2025

The Rise Of Crypto's App Ecosystem Mike Dudas

Lightspeed

Crypto
Key Takeaways:
  1. **Revenue is King**: The "revenue meta" isn't a meme; it's the future. Invest in applications and protocols generating real cash flow.
  2. **Solana's DeFi Gap is an Opportunity**: Solana needs robust, user-friendly DeFi, especially perps. Building best-in-class products here is a massive opportunity, even if not unseating current L2 leaders.
  3. **IPOs & M&A Signal Maturation**: The success of Circle’s IPO and increasing M&A activity point to a maturing industry where equity value is re-emerging, offering alternative liquidity paths beyond token launches.
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