Mapping Neo Labs, Unlocking LLM Growth, Evan Spiegel Live in the Ultradome | Blake Dodge, Freddie deBoer, Sohail Prasad, Travis Brashears
Mapping Neo Labs, Unlocking LLM Growth, Evan Spiegel Live in the Ultradome | Blake Dodge, Freddie deBoer, Sohail Prasad, Travis Brashears
Podcast3 hr 7 min
Listen to Episode
Note: AI-generated summary based on third-party content. Not financial advice. Read more.
Quick Insights

Consider investing in Snap (SNAP) as it successfully diversifies revenue with its $1 billion Snapchat+ subscription business and spins out its Specs hardware division. EQT Corporation (EQT) presents a long-term opportunity as its new "Energy Corps" initiative aims to position natural gas as a key fuel for global development. For exposure to top private tech companies like SpaceX and Anthropic, investors can look at the publicly traded fund Destiny Tech 100 (DXYZ). An activist investor is targeting Japanese toilet maker Toto Ltd., arguing it is an undervalued AI play due to its hidden business supplying the semiconductor industry. Be cautious with closed-end funds like DXYZ and the new Robinhood Ventures fund, as they can trade at a significant premium to the actual value of their underlying assets.

Detailed Analysis

AI Labs (Investment Theme)

  • The podcast provides a detailed breakdown of the evolving AI lab ecosystem, categorizing companies into different "labs." This framework can help investors understand the landscape and where different companies fit.
  • Trad Labs: These are the giants building frontier models with massive capital. They are the most established players in the AI race.
    • Companies mentioned: OpenAI, DeepMind (Google), Anthropic, xAI, Mistral.
  • Sovereign Labs: These are national or regional champions, often with government backing, aiming to create AI independence from the US.
    • Companies mentioned: Mistral (Europe), Cohere (Canada), and Chinese labs like Quan, DeepSeq, and Kimi.
  • Neo-SaaS Labs: These are product-focused startups selling AI-powered software, often on a per-seat or consumption basis. They build on top of foundational models rather than creating their own from scratch.
    • Companies mentioned: Cursor, Cognition, Ramp Labs.
  • Neo-Trad Labs: These are highly research-focused labs, often founded by researchers from larger labs, pursuing a single "moonshot" idea. They are high-risk, high-reward ventures.
    • Companies mentioned: Flapping (data efficiency), SSI (Ilya Sutskever's company).
  • Robotics / Neo-Kinetic Labs: These labs are focused on building humanoid robots and the AI that powers them.
    • Companies mentioned: Figure, Project Prometheus (Jeff Bezos's lab), 1X.
  • Chinese Open Source Labs: A notable trend is the rise of powerful open-source models from China that are dominating leaderboards like Open Router.
    • Companies mentioned: Minimax, Kimi (mentioned as being used by 37signals).

Takeaways

  • The AI landscape is not monolithic. Investors should differentiate between companies building foundational models (Trad Labs), those applying them to specific products (Neo-SaaS Labs), and those pursuing high-risk research (Neo-Trad Labs).
  • Sovereign Labs represent a geopolitical trend in AI, suggesting that governments see AI as a strategic national asset. This could lead to significant state funding and protection for companies like Mistral.
  • The performance of Chinese open-source models on platforms like Open Router indicates a rapid closing of the technology gap, presenting both competitive threats and potential investment opportunities in that region.

Anthropic (Private)

  • Anthropic is positioned as a major "Trad Lab" competing with OpenAI and Google.
  • The company is reportedly focused on enterprise use cases, particularly coding and financial analysis. The new Claude Thorn 4.6 model is highlighted as being particularly strong in office tasks.
  • Destiny Tech 100 (DXYZ) recently closed a $100 million secondary purchase of Anthropic shares, signaling strong private market demand.
  • Major Risk: The podcast highlights a significant potential risk: the US Department of War is threatening to designate Anthropic as a "supply chain risk."
    • This designation, normally used for foreign adversaries like Huawei, would prevent any Department of War contractor from using Anthropic's models.
    • This could severely damage the business and its ability to compete, especially in the government and defense sectors.
  • Platform Strategy: Anthropic is tightening its policies, preventing users on consumer plans from using their subscriptions to power third-party agent tools like OpenClaw. This forces developers onto more expensive API plans, which could be a positive for revenue but may alienate parts of the developer community.

Takeaways

  • Anthropic is a key player in the AI race with strong technology, but it faces significant geopolitical and business risks.
  • The potential "supply chain risk" designation is a major red flag that investors should monitor closely. It represents a serious threat to the company's growth trajectory.
  • The company is making strategic decisions to drive API revenue, which is a standard SaaS-like playbook but could create friction with hobbyist and semi-technical users.

Snap (SNAP)

  • CEO Evan Spiegel announced that Snapchat+ has reached a $1 billion annual revenue run rate with 25 million subscribers.
  • This milestone is described as a "narrative violation" for social media, proving that a large-scale subscription model can work alongside an ad-based business.
  • The company is spinning out its hardware division, Specs, into a standalone subsidiary, signaling a serious move from an R&D project to a real business.
  • Spiegel's thesis is that "software isn't a moat anymore," making hardware development more critical for long-term differentiation.
  • AI is being heavily integrated, with 700 million people using generative AI lenses in Q4. Advanced AI features are being monetized through a premium offering called Lens Plus.

Takeaways

  • SNAP is successfully diversifying its revenue beyond advertising, which de-risks the business and provides a new growth vector. The success of Snapchat+ could be a model for other social media platforms.
  • The spin-out of Specs is a significant strategic move. Investors should watch for the launch of new hardware products and how they integrate with the Snapchat ecosystem, as this could be a major catalyst.
  • The company's focus on authentic, user-generated content (UGC) for its main feed, while using AI for creative tools, appears to be a winning strategy that resonates with its user base.

Robinhood (HOOD)

  • Robinhood has launched Robinhood Ventures, a new closed-end fund that gives retail investors exposure to top private startups.
  • The initial portfolio includes highly sought-after companies like Databricks, Ramp, Revolut, and Stripe.
  • Risk Factor: An analyst quoted in the podcast ("Ankur") warns that the fund's structure is "broken."
    • As a closed-end fund, its market price can trade at a very high premium to the actual Net Asset Value (NAV) of the underlying companies.
    • This could lead to retail investors "getting their face ripped off" by buying in at inflated prices driven by hype and FOMO.

Takeaways

  • While HOOD is innovating by providing retail access to private markets, the specific structure of the Robinhood Ventures fund carries significant risk for individual investors.
  • Investors considering this fund should be extremely cautious and understand the difference between the fund's trading price and its NAV. There is a high risk of overpaying for the underlying assets.

Destiny Tech 100 (DXYZ)

  • DXYZ is a publicly traded (NYSE) closed-end fund providing retail investors with access to a portfolio of late-stage private tech companies. It is presented as an alternative to the new Robinhood fund.
  • The fund aims to build a portfolio of 100 top private tech companies and currently holds 35, including SpaceX and a recent $100 million investment in Anthropic.
  • Like the Robinhood fund, DXYZ has also experienced periods where its market price traded at a significant premium to its Net Asset Value (NAV), though this premium has reportedly come down.

Takeaways

  • DXYZ is one of the first movers in democratizing access to private tech investments for the public.
  • Investors interested in this space should compare the holdings, fees, and historical premium/discount to NAV of DXYZ against newer offerings like the one from Robinhood.
  • The strategy of building the portfolio "in public" means the fund's composition and weighting will change over time, which investors should monitor.

Space & Defense Tech (Investment Theme)

  • This sector is described as being on a "tear" and "red hot."
  • Anduril (Private): A key defense tech player, described as "unsloppable" by AI disruption. It recently doubled its valuation to $60 billion in a new funding round.
  • Shield AI (Private): Another drone and AI software company, reportedly in talks to raise funds at a $12 billion valuation.
  • SpaceX (Private): Positioned as the "hare" in a renewed "moon race" against Blue Origin. The company's fast, iterative approach is contrasted with Blue Origin's slower, more methodical pace.
  • Blue Origin (Private): Positioned as the "tortoise" that could potentially win the race to the moon. A prediction market cited gives Blue Origin a 70% chance of landing on the moon before SpaceX (by 2030), a massive increase from 29% a year ago.

Takeaways

  • Defense tech is seen as a resilient investment theme, insulated from some forms of software disruption and benefiting from geopolitical tailwinds and increased government spending.
  • The valuations of leading private companies like Anduril and Shield AI are soaring, indicating strong investor confidence in the sector.
  • The "moon race" between SpaceX and Blue Origin is heating up. While SpaceX has been the dominant force, Blue Origin is gaining momentum, creating a competitive dynamic that could accelerate innovation and create opportunities.

EQT Corporation (EQT)

  • The CEO of EQT, the largest natural gas producer in the US, is co-founding a nonprofit called Energy Corps.
  • The goal is to tackle "energy poverty" in developing nations by building out infrastructure for a broad spectrum of solutions, including fossil fuels (natural gas), solar, and nuclear plants.
  • The initiative is endorsed by the Rockefeller Foundation, which is notable given the Rockefeller family's historical ties to oil.
  • EQT itself is a $36 billion market cap company.

Takeaways

  • This represents an "all of the above" energy strategy, challenging the renewables-only approach often pushed by philanthropic organizations.
  • For investors in EQT, this initiative could be seen as a long-term demand driver for natural gas, positioning it as a key fuel for global development and energy security. It also provides a positive ESG narrative for a fossil fuel company.

Toto Ltd. (Private/Foreign)

  • The Japanese toilet maker is the target of an activist investor, Palacer Capital.
  • The investment thesis is that Toto is an "undervalued and overlooked AI play."
  • The company's advanced ceramics segment, which reportedly generates 40% of its operating profit, holds a "crucial position in the semiconductor supply chain."

Takeaways

  • This is a classic "sum-of-the-parts" or "hidden asset" investment thesis. The market values Toto as a toilet company, but the activist argues a significant part of its business is a high-tech supplier to the booming semiconductor industry.
  • Investors could watch to see if the activist campaign gains traction and forces the company to spin off or highlight the value of its ceramics division, which could unlock significant shareholder value.

Mesh Optical (Private)

  • A startup founded by a SpaceX alum that raised $50 million in seed and Series A funding.
  • They build optical interconnects (transceivers) for GPU clusters, a critical component for AI data centers.
  • Their key innovation is a "linear pluggable optic" that saves significant power and cost by removing a component called a DSP/retimer.
  • The company sees "infinite" demand tied to the growth of AI compute and is building its high-volume manufacturing in the US, a strategic advantage over competitors who manufacture in Asia.

Takeaways

  • Mesh Optical is a "picks and shovels" play on the AI boom, providing essential hardware for data centers.
  • Their focus on power efficiency is a major selling point, as power consumption is a huge and growing cost for data center operators.
  • The decision to manufacture in the US could be a key differentiator, appealing to customers concerned about supply chain security and benefiting from potential government incentives. This is a company to watch in the private markets.
Ask about this postAnswers are grounded in this post's content.
Episode Description
Sign up for TBPN’s daily newsletter at TBPN.com (04:28) - Neo Lab Market Map (25:53) - 5 Fixes to Explode LLM Adoption (42:05) - 𝕏 Timeline Reactions (56:39) - Oil Tycoon Teams with Rockefellers (59:32) - 𝕏 Timeline Reactions (01:31:33) - Blake Dodge, a journalist at Pirate Wires, transitioned from investigative reporting at Business Insider to focus on optimistic tech narratives. She discusses California's proposed wealth tax, highlighting billionaire departures due to concerns over the tax's retroactive nature and its impact on business. Dodge also emphasizes the importance of tech leaders engaging in visible public works to foster goodwill amid growing inequality. (01:46:50) - Fredrik deBoer, a writer and former academic, now authors a Substack newsletter and writes books, enjoying the independence of self-publishing. He discusses his skepticism toward exaggerated claims about AI's imminent impact on the economy, highlighting the inconsistency between dire predictions and the reluctance of AI proponents to commit to specific, measurable outcomes. To challenge these assertions, deBoer proposed a wager with blogger Scott Alexander, betting that in three years, economic indicators would remain within normal ranges, thereby questioning the narrative of an impending AI-driven economic upheaval. (02:05:00) - Sohail Prasad, Founder and CEO of Destiny (D/XYZ), previously founded Forge, a private securities marketplace that went public in 2022. He discusses the creation of Destiny Tech100, a closed-end fund listed on the NYSE under ticker DXYZ, designed to provide public investors access to private technology companies. Prasad explains the fund's structure, investment strategy, and recent investments, including a $100 million secondary purchase in Anthropic. (02:17:25) - Travis Brashears, co-founder and CEO of Mesh Optical Technologies, has a background in laser technology from high school through his tenure at SpaceX, where he contributed to the development of space laser communication systems. In the conversation, he discusses Mesh Optical's first product—a pluggable transceiver designed to enhance GPU cluster connectivity within data centers by eliminating power-hungry components, thereby improving efficiency. He also highlights the company's commitment to U.S.-based manufacturing, aiming to scale production to millions of units by 2027 to meet the growing demand for optical interconnects in AI data centers. (02:28:18) - Evan Spiegel, co-founder and CEO of Snap Inc., discusses the implementation of safeguards in generative video features to prevent misuse, the expansion of Snapchat's developer ecosystem with over 400,000 developers creating lenses, and the potential of tools like Easy Lens to democratize lens creation through prompts. He also highlights the contrast between user-generated content and AI-generated content, emphasizing the importance of authentic, original content in driving engagement. TBPN.com is made possible by: Ramp - https://Ramp.com AppLovin - https://axon.ai Cisco - https://www.cisco.com Cognition - https://cognition.ai Console - https://console.com CrowdStrike - https://crowdstrike.com ElevenLabs - https://elevenlabs.io Figma - https://figma.com Fin - https://fin.ai Gemini - https://gemini.google.com Graphite - https://graphite.com Gusto - https://gusto.com/tbpn Kalshi - https://kalshi.com Labelbox - https://labelbox.com Lambda - https://lambda.ai Linear - https://linear.app MongoDB - https://mongodb.com NYSE - https://nyse.com Okta - https://www.okta.com Phantom - https://phantom.com/cash Plaid - https://plaid.com Public - https://public.com Railway - https://railway.com Restream - https://restream.io Sentry - https://sentry.io Shopify - https://shopify.com/tbpn Turbopuffer - https://turbopuffer.com Vanta - https://vanta.com Vibe - https://vibe.co Follow TBPN:  https://TBPN.com https://x.com/tbpn https://open.spotify.com/show/2L6WMqY3GUPCGBD0dX6p00?si=674252d53acf4231 https://podcasts.apple.com/us/podcast/technology-brothers/id1772360235 https://www.youtube.com/@TBPNLive
About TBPN
TBPN

TBPN

By John Coogan & Jordi Hays

Technology's daily show (formerly the Technology Brothers Podcast). Streaming live on X and YouTube from 11 - 2 PM PST Monday - Friday. Available on X, Apple, Spotify, and YouTube.