Latest Interviews
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How to use DeepSeek safely
Security audits recommend against deploying DeepSeek in production environments due to its volatile stability, significantly weaker jailbreak resistance compared to GPT models, and insecure underlying infrastructure. The model enforces heavy censorship on Chinese political topics while exhibiting operational inefficiencies such as slow inference speeds and language errors, prompting experts to suggest restricting its use to non-end-user-facing applications if absolutely necessary. Industry observers anticipate a more stable, secure open-source alternative utilizing similar reasoning techniques will soon replace the current unstable variant.
How Kalshi Built a $2 Billion Prediction Market
Tarek Mansour, Luana Lopes Lara, Molly
Kalshi recently accelerated its growth by integrating with major brokers like Robinhood and Webull while securing strategic advisory support from Donald Trump Jr. to expand beyond its existing user base. The company leveraged its CFTC approval to scale its product offerings from 100 to 1,000 markets, incorporating sports betting and crypto indices with a goal of eventually rivaling the stock market through granular, event-specific risk pricing. Under CEO Tarek Mansour's leadership, the exchange distinguishes its model by treating natural events like elections as hedging instruments rather than gambling, aiming to cover 100% of relevant daily news through continuous regulatory innovation.
- Y Combinator36 min
AI Interfaces Of The Future | Design Review
This event analyzes the industry shift from static, noun-based interfaces to dynamic, verb-centric workflows driven by AI agents and voice technologies. Speakers highlighted emerging tools like VAPI, Gumloop, and AnswerGrid, which prioritize low-latency voice interaction, visual workflow canvases, and parallel data processing to enhance system autonomy and trust. The discussion concludes by projecting a decade-long transition toward touch-first design patterns and standardized canvas models that will fundamentally redefine software interaction paradigms.
- The Economist23 min
Heir-raising: the boom in inheritance
Callum Williams, Joan Hoey, Benjamin Sutherland
Global inheritances are projected to reach $6 trillion this year as the aging Baby Boomer generation transfers wealth, creating an "inheritocracy" that increasingly distorts economic incentives in nations like France and the UK. Simultaneously, global democracy scores declined to 5.17 in 2024 due to a rise in authoritarian regimes, though political participation surged alongside significant upcoming elections in Germany and Canada. While cold exposure consistently boosts dopamine and endorphins, recent scientific reviews offer mixed evidence regarding its physiological benefits for inflammation or immunity, contradicting some claims of the Wim Hof Method.
- The Economist26 min
Phase transition? Gaza’s shaky peace
Greg Carlstrom, Jason, Rachel Dobbs, Ana Lankes
Negotiations for a second phase of the Gaza ceasefire are stalled as the initial truce approaches expiration, with a short-term extension considered the most likely scenario while future reconstruction plans clash between Arab proposals and Israeli suggestions. Simultaneously, the US faces significant disruption in its federal science sector due to proposed budget cuts of up to 50% and the removal of indirect costs, prompting fears of a mass exodus of scientific talent and a decline in global research output. Meanwhile, Brazil is undergoing a national reckoning with its military dictatorship legacy, driven by the Oscar-nominated film *I'm Still Here*, which has intensified judicial scrutiny over past disappearances like that of Rubens Paiva and underscored political tensions surrounding former President Jair Bolsonaro's pending trial.
- Y Combinator1 min
Gustaf’s Startup Framework For Spending Money
This analysis argues that startups should avoid modeling themselves after large enterprises, as early-stage organizations lack the functional departments necessary for such structures. The singular focus must remain on discovering product-market fit, since premature adoption of roles like dedicated advertising or specialized offices creates operational distractions that hinder core validation. Founders who prioritize mimicking enterprise maturity risk wasting vital capital and energy on activities that do not contribute to establishing a viable business model.
- Sequoia Capital33 min
OpenAI’s Deep Research Team on Why Reinforcement Learning is the Future for AI Agents
Isa Fulford, Josh Tobin, Sonya Huang, Lauren Reeder
Launched three weeks ago, OpenAI's Deep Research is an agentic system powered by a fine-tuned O3 model that executes complex, multi-hour tasks like market analysis and medical research in 5 to 30 minutes. Utilizing reinforcement learning to optimize browsing and coding strategies, the tool distinguishes itself through a pre-research clarification flow that refines user prompts for higher-quality synthesis. As part of a broader 2025 shift toward agent-driven workflows, this technology aims to amplify knowledge workers by automating information-intensive processes previously deemed too time-consuming.
- The Economist24 min
Left, right and centre: Germany’s election
Jason Palmer, Tom Nottel, Anton LaGuardia
Friedrich Merz is poised to become Germany's next Chancellor following a decisive CDU-CSU victory that left the SPD in opposition after smaller parties failed to reach the parliamentary threshold. His administration faces the immediate challenge of forming a coalition to address six years of economic stagnation while navigating constitutional hurdles to relax debt limits and managing a potential diplomatic rift with the SPD over strict immigration proposals. Merz has signaled a shift toward European defense autonomy due to concerns over US reliability, aiming to finalize these coalition negotiations by April to address urgent security and economic imperatives.
- All-In Podcast11 min
Remote Work Under Fire: All-In Podcast Unpacks Jamie Dimon’s Leaked Rant!
Jamie Dimon, Chamath, Jason, Friedberg, John
Jamie Dimon and fellow executives convened to critique the cultural and operational costs of remote work, arguing that physical presence is essential for mentorship, efficiency, and organizational discipline. While Dimon condemned the "semi-disease" of virtual meetings and highlighted bureaucratic bloat caused by rigid software, leaders from Stripe and Shopify acknowledged remote benefits but supported a strategic pivot toward hybrid models and "zero-based budgeting" to restore productivity. The dialogue underscores a broader industry shift away from accommodating all employee preferences, prioritizing instead the retention of top talent and the elimination of inefficiencies that hinder mission execution.
- All-In Podcast1h 46m
The Stablecoin Future, Milei's Memecoin, DOGE for the DoD, Grok 3, Why Stripe Stays Private
Milei, Patrick Collison, Jamie Dimon, Trump, Elon, Jason Calacanis, David Friedberg
Stripe leaders Patrick and John Collison, joined by Chamath Palihapitiya and Dave Sacks, discussed the company's $1 trillion annual processing volume, its strategic pivot into stablecoin infrastructure via the Bridge acquisition, and its continued decision to remain private to prioritize long-term compounding. The panel also critiqued recent political missteps, such as Javier Milei's meme coin failure, while highlighting the ARC Institute's release of the Evo 2 biological AI model and Elon Musk's rapid Grok 3 training via the "Colossus" data center initiative. Finally, the conversation addressed shifting geopolitical defense strategies, the ongoing risks of asteroid 2024 YR4, and the broader impact of remote work policies on early-career professional development.
- a16z42 min
Agents, Lawyers, and LLMs
Harvey, a domain-specific AI firm led by product leader Matish, automates legal workflows for transactional, litigation, and in-house sectors by replicating law firm hierarchies through agentic systems rather than simple chat interfaces. The company scales its adoption by employing lawyers as account executives and maintaining strict data security via an "eyes off" policy and exclusive reliance on Azure-deployed OpenAI models. As demand shifts from skepticism to active integration requests, Harvey focuses on deep workflow embedding and custom fine-tuning to return 30–40% of attorney time to high-value creative work while expanding into tax, finance, and HR verticals.
- Y Combinator35 min
How To Build The Future: Aravind Srinivas
Perplexity achieved a valuation exceeding $9 billion by pivoting from enterprise prototypes to a consumer search engine that leverages modern LLMs to summarize top search results while adhering to a "user is never wrong" philosophy. Founder Aravind Srinivas credits the platform's exponential growth to viral user adoption and a strategic focus on engagement metrics rather than complex agent-based browsing. Looking ahead, the company aims to evolve into a full-stack decision engine capable of executing end-to-end tasks like booking travel, thereby overcoming the current industry split between information retrieval and commercial monetization.
- The Economist25 min
Friends (the one with estrangement): Europe without the US
Pableaux Johnson, Rosie Bloor, Jason Palmer, Christopher Lockwood, Alex Domas, John Fasman
Vice President J.D. Vance and President Trump have shifted US policy to prioritize European security autonomy, sparking fears of a NATO unraveling if the US withdraws its commitment to Ukraine in favor of a bilateral deal with Vladimir Putin. In response, European leaders from France, Germany, and the UK are urgently convening to bridge a massive defense spending gap and develop a collective security strategy capable of operating without American participation. Simultaneously, global labor markets face potential restructuring as economists propose a "work-from-home tax" model, though current employer mandates and worker leverage have so far stalled the implementation of salary reductions in exchange for remote flexibility.
Taking on an $80 Billion Dollar Market with Gen Z | Dylan Diamond
Saturn, a calendar infrastructure platform for high schoolers founded by Dylan Field, has secured over $68 million in backing from investors like Jeff Bezos and General Catalyst by leveraging AI to automate schedule management and achieve top App Store rankings. The company differentiates itself from passive social media through a unique viral model that maintains high retention even when friends disengage, while simultaneously launching a precise, event-based ad network that successfully drove rapid inventory depletion for major brands like Nike. With a strategic roadmap to evolve from school-centric scheduling to a lifelong personal relationship graph, Saturn positions itself as a proactive productivity partner for Gen Z rather than a digital consumption tool.
- a16z40 min
Who Will Own the Internet? a16z’s Chris Dixon on AI and Crypto
The event analyzes the convergence of AI, cryptocurrency, and advanced hardware as a reinforcing technological trifecta, highlighting a critical shift toward centralized, closed-source models that threaten to concentrate economic power among a few major incumbents. To counter this consolidation, the discussion details emerging decentralized solutions such as crowd-sourced compute networks, blockchain-based intellectual property enforcement, and physical infrastructure incentives that aim to restore value distribution to individual creators and small startups. Speakers warn that while the current "skeuomorphic" phase of AI replaces existing jobs, the transition to a "native" phase of entirely new behaviors is bottlenecked by regulatory uncertainty, human creativity, and the need to establish verifiable human identity systems like Worldcoin.