TBPN Podcast Episode Summary

Date: March 27, 2026

Hosts: John Coogan & Jordi Hays

Episode Title: "$2B Allergy Drug, ChatGPT Ads, Mansion Section | Billy Boman, Benjamin Miller, Faris Sbahi, Evan Loomis, Anvisha Pai, Ryan Tseng"

Overview

This rich episode of TBPN offers a rapid-fire tour of the latest milestones at the crossroads of technology, biotech, artificial intelligence, defense, venture capital, and luxury real estate. The show features prominent founders, operators, and investors including Billy Boman (AI video director), Benjamin Miller (Fundrise), Faris Sbahi (Normal Computing), Evan Loomis (Overmatch Ventures), Anvisha Pai (Moda), and Ryan Tseng (SHIELD AI). Key themes include a massive $2B biotech acquisition, next-level AI capabilities and pricing, VC innovation, the defense tech boom, the changing face of creative work with AI, and a luxuriant real estate segment.

Major Topics & Discussions

1. Accelergy’s $2B Biotech Acquisition by Novartis

[02:00 – 11:00]

• Announcement & Context: Novartis acquires stealth-mode allergy drug startup Accelergy for $2B. The team, building on Stanford and Bern academic research, developed EXL111 to target IGE, the immune molecule central to allergic reactions.
• Biotech Playbook: Typical biotech journey: university research → specialist VC capital → early-phase clinical trials → acquisition by Big Pharma when results look promising.
• The CEO Factor: Todd Zavodnik, recruited in 2025, repeated previous $1B+ exits, enhancing confidence—the “playbook operator, always leading blockbusters.”
• Strategic Fit: Novartis, facing Xolair patent expiry, strategically bolsters its allergy portfolio.
• AI in Pharma: A discussion on AI’s role in compressing clinical trial timelines, automating regulatory paperwork, and combing through research/IP. Real adoption scenario: “It’s not ‘cure cancer’ with a prompt, it’s: can you cross-validate, fix a comma, and clear 10,000 FDA-filing pages?”
• Quote:

  “When pharma says AI is changing things, you believe it—it’s not just narrative. Clinical trial cycles really have gotten faster.” – John [03:58]

2. Anthropic "Mythos" Model Leak & AI Pricing Dynamics

[11:04 – 22:00]

• Leaked Model: Anthropic tests "Mythos,” billed as a major leap with “higher scores in coding, academic reasoning, security.” Part of new Capybara series—bigger, smarter, not yet public.
• AI Model Metaphor: Hosts riff on Capybaras (“cute, but dangerous when unleashed”) as a metaphor for powerful, potentially uncontrollable AI.
• Rising Costs & Compute Squeeze: Noted shift: subscriptions offer better economic value as token limits and API costs soar. Even pro users bounce between tactics/timezones to optimize usage.
• Quote:

  “These models are getting incredibly, incredibly powerful. You need to contain them and think about safety. You need to keep the capybara in a box.” – John [14:57]

• Industry Take: Chip crunch and rate limiting drive polyphasic sleep memes for pro users trying to squeeze every drop from LLMs.
• Judgment: Capital spend and willingness to pay for AI tooling are accelerating so much that “$250k per engineer per year in LLM inference no longer sounds nuts.” – John [21:44]
• Use Case Evolution: Many more 24/7, high-value, high-token workflows are inevitable. Not all value is frequency—some AI tools (e.g., for financial modeling) will be “deeply valuable but not used 500 times a day.” [22:42]

3. Anthropic's Pentagon Legal Victory & IPO Speculation

[24:00 – 28:00]

• Court Win: Anthropic wins preliminary injunction against a Pentagon supply chain designation, with the ruling described as “devastating for the government... a staggeringly illegal act.”
• Quote:

  “This case continues, but Anthropic has scored a very large win here. The real victors, however, are all red-blooded Americans who are, as the founders would have said, jealous of their liberties.” – John quoting Dean Ball [26:01]

• IPO Rumors: Anthropic may go public as early as Q4 at ~$60B. Kalshi prediction markets show high expectations for Anthropic, OpenAI, and... Jersey Mike’s.

4. OpenAI’s Growing Ad Business, Apple & AI Assistants

[28:43 – 31:20]

• ChatGPT Ads: OpenAI crosses $100M annualized run-rate from ads, serves 600 advertisers, with plans for self-serve next month.
• New Ad Platforms: “The alpha for the audience: new ad platforms often deliver really good results before everyone figures them out.” – Jordi [29:07]
• Apple Siri Scoop: Bloomberg (Mark Gurman) reports Apple plans to let outside AI assistants (e.g., ChatGPT, Gemini) integrate with Siri, “a move as much about antitrust as about catching up in AI.”
• Quote:

  “People will stick with the default. But it’s exciting there’ll be more competition.” – John [31:20]

5. Mansion Section: Luxury Real Estate & Lifestyle Trends

[33:51 – 44:14]

• Celebrity Moves: Barry Diller buys JFK’s favorite NYC penthouse for $11M; Drew Barrymore flips a Westchester estate after two years.
• High-End Apres-Ski Bars: Rising trend of custom bars in mountain vacation homes, blending design, social life, and luxury amenities.
• Anecdote: Real estate agent offers shelter—and stairs—for a rain-soaked wedding couple, a "magic moment.” [50:39]
• Fun Segment: Aspiring to build a house around a movie theater, bar, or artificial wave pool.

6. Interview: Billy Boman, AI Video Director

[54:31 – 87:11]

Origin Story & Creative Background

• Family deeply rooted in advertising; classically trained in design; spent time in fashion (All Saints, H&M), then pivoted to tech and AI-driven creative work in 2018–2019.
• Experience with early generative tools: MidJourney, DALL-E, etc.

AI Workflow Evolution

• Early “spec ads” work was mostly static AI images; now workflow blends advanced prompting, human art direction, editing, and multiple tools (e.g., Google VideoFX, Sora, SeaDance).
• “Prompt engineering” is less relevant as models mature; artistic taste and direction are the new differentiators.

Industry Insights

• Top artists will remain scarce: “The floor is raised, but so is the ceiling ... Cream will rise to the top, but it’s also more competitive.”
• Advice for creatives: “Don’t spend less on budget, spend more on imagination ... AI will let you make things never possible before, don’t waste it on just cutting costs.” – Billy Boman [74:02]
• Carbon and sustainability: AI video production is far greener—no need for far-flung shoots for 60-sec scenes.

State of AI Video

• Rapid access to new tools (SeaDance, V03, etc.), with Billy in several creative partnership programs.
• Demand split: majority is brand and ad creative, not full-length narrative (yet).
• Many brands/clients still see AI as “can we do our live-action ad with AI?”—true creative possibilities have barely begun.

Quotes & Moments:

• “You can keep the human talent ... but AI gives you infinite new options.” [77:32]
• “I wish there was a formula, but having a lean and mean squad is everything. More chefs is often worse.” [63:58]
• On Fiverr partnership: “Not $5 ads—these are curated, high-caliber professionals for advanced commercial work.” [81:35]

7. Lambda Lightning Round: Startup Spotlights

7.1 Fundrise (Benjamin Miller)

[87:58 – 108:37]

• "Took our VCX fund public last week on the NYSE." — democratizing access to top private VC-backed tech, direct-to-investor.
• Timing/luck: started tech investing at bottom of cycle (2022), captured positions in Anthropic, Canva, Anduril, etc.
• Liquidity/Valuation Discussion: Trades at a premium to NAV—positive problem; drivers include scarcity, demand for liquid exposure to top privates.
• Vision: “If we can be the Vanguard for VC, with scale and fees drop, it’s super disruptive but necessary.”
• Quote:

  “At $100B AUM and fees at tens of basis points, we’ll have fundamentally changed the venture landscape.” [103:06]

7.2 Normal Computing (Faris Sbahi)

[109:06 – 115:27]

• Provides AI software for custom chip design for half the top-10 global semiconductor firms; $50M round led by Samsung.
• Unique angle: developing chips for “probabilistic, noise-based” workloads enabling more energy-efficient AI, crucial as power shortfalls loom.
• “We’re targeting AI workloads that don’t need absolute precision...the physics really matches diffusion models.”
• “By 2028, we’re expecting a 49 GW shortfall in datacenter power—the paradigm has to change.”

7.3 Overmatch Ventures (Evan Loomis)

[115:28 – 124:11]

• New $250M fund focused on deeptech/defense/space (pre-seed to Series A, 25 companies).
• Thesis: U.S. must lead in AI, chips, hypersonics, autonomous systems; history shows Americans always innovate their way to leadership.
• “Are we overmatched? No, but we’re a little behind—we'll win the next revolution with our founder spirit and competition.” [120:19]

7.4 Moda (Anvisha Pai)

[124:24 – 134:10]

• AI design tool for non-designers: generates fully editable vector layouts for slides/graphics, not just static slop.
• $7.5M seed led by General Catalyst.
• “AI tools shouldn’t just save time. The best ones let you create things you previously couldn’t.” – Anvisha Pai [127:44]
• Surprised by the overwhelming variety of early users—from analysts to sheep farmers.
• Product insight: Early demand for powerful APIs and integrations as AI tools are rapidly chained and composed in novel workflows.

7.5 SHIELD AI (Ryan Tseng)

[138:22 – 155:40]

• Announced $1.5–$2B round (preferred + acquisition), now at $12.7B valuation.
• Acquired Echelon Technologies, leader in physics-based simulation/training.
• Product: Sells advanced AI pilots & aircraft autonomy to U.S./allied militaries—focus on speed, assurance, and scalable deployment of autonomy.
• Simulation/Training: Echelon brings “the only multinational, multi-domain, multi-vendor joint simulation environment” for autonomous warfare.
• Quote:

  “You can achieve high performance, high assurance, and fast cycle times—the industrialization of autonomy.” [143:29]

Memorable Quotes & Moments

• Best Take On AI Anxiety:

  “Don’t spend less on budget, spend more on imagination.” – Billy Boman [74:02]

• State of Tech Markets:

  “The market is just a guy staring at two screens. On one: Truth Social; on the other: Anthropic Blog. Five buttons: Software, Semis, European Defense, Energy, Gold. And he picks one to move stocks up or down.” – John [156:29]

• Host Riffing Hall of Fame:

  “Do you think Capybaras could take over the studio? You have to contain the AI Capybara models!” [14:52]

  “We need to slow down. Countries need to agree to control the capybara population!” [17:17]

• On Platform Moat Shifts:

  “Your moat is dead—the models made technical skill a commodity, it’s taste and art direction that matter now.” – Billy Boman [69:41]

• Vibe Coding Drama:

  “I’ll just open-source my tool to render your efforts a total waste.” – Yash [157:29]

Timestamps for Key Segments

• 02:00 – Accelergy acquisition, AI in pharma
• 11:04 – Anthropic Mythos leak, AI pricing, Capybara metaphor
• 26:00 – Anthropic’s legal win & IPO talk
• 29:00 – OpenAI Ads, Apple AI Assistant rumors
• 33:51 – Mansion Section: Penthouse buys, Apres ski bars
• 54:31 – Billy Boman interview: AI creative future
• 87:58 – Fundrise: Public access to VC
• 109:06 – Normal Computing: AI-driven chip design
• 115:28 – Overmatch Ventures: Defense/Space VC thesis
• 124:24 – Moda: AI for editable design
• 138:22 – SHIELD AI: $2B raise, military AI pilots & simulations

Final Thoughts

This episode blends sharp, playful tech talk with serious insight into the future of AI, investing, and national security. With vibrant banter, the hosts and guests expose how rapid advances in AI, biotech, and computation are reshaping old industries while fiercely protecting the role of creative humans and entrepreneurs.

Don’t miss:

• The behind-the-scenes on the “Bowmanator” Hollywood sign,
• How client needs in creative work are lagging what AI can deliver,
• Why defense AI is now raising rounds at $12B+ valuations,
• And what happens when you combine cloud APIs, sheep farming, and McKinsey PowerPoints.

For full interviews and more, head to TBPN feeds on YouTube, X, and Spotify.