Axios Pro Rata: Loss leader
- 01NOL Arbitrage as a New Acquisition Vehicle
- 02Google's AI Brain Drain Signals Competitive Reshuffling
- 03AI Infrastructure as a Core PE Investment Theme
- 04Defense & Dual-Use Tech Attracting Mega-Round Valuations
- 05Big Tech's AI Circular Economy
1. Key Themes
NOL Arbitrage as a New Acquisition Vehicle
Failed tech unicorns sitting on massive net operating losses are becoming acquisition shells for profitable, niche businesses. BC Partners is using ContextLogic (the Wish.com carcass) and its ~$4 billion in NOLs to buy stable, cash-generating companies — tax-free until the losses are exhausted.
"The stock market usually gives no value to NOLs until you start using them. This is always something I wanted to do, but there aren't too many companies with big NOLs that don't also have environmental or litigation liabilities." — Ted Goldthorpe, BC Partners Credit
Google's AI Brain Drain Signals Competitive Reshuffling
Four of Google's most senior AI researchers — including a 27-year veteran and the co-founder of Google Brain — have departed to launch Discovery Loop, underscoring that Alphabet has lost its pole position in AI and is hemorrhaging the talent that built its advantage.
"This is part of a massive leadership shakeup at Alphabet, which has reverted to also-ran status in the AI race."
AI Infrastructure as a Core PE Investment Theme
Beyond software, private equity is placing large capital bets on physical AI infrastructure — power backup, compute, and satellites. Partners Group's ~$1 billion majority stake in AVK Power Solutions (backup power for data centers) reflects a conviction that the hardware underpinning AI is the durable, hard-asset bet.
Partners Group "agreed to invest around $1b for a majority stake in AVK Power Solutions, a U.K. provider of backup power solutions for data centers and AI infrastructure."
Defense & Dual-Use Tech Attracting Mega-Round Valuations
Defense-adjacent startups are commanding valuations that rival mainstream tech unicorns. Hadrian raised $1.37 billion at nearly $8 billion post-money; Iceye hit €10 billion+ at Series F. This is no longer seed-stage experimentation — institutional capital is scaling into defense manufacturing at full force.
"Hadrian, a Torrance, Calif.-based defense manufacturer, raised $1.37b at a post-money valuation just shy of $8b."
Big Tech's AI Circular Economy — A Structural Market Shift
Nvidia has become the most active investor by deal value in U.S. AI startups, even as those very startups could become future competitors. The capital flows are self-reinforcing and concentrated among a handful of incumbents.
"Big Tech is dominating venture capital investment in U.S. AI startups, as the circular economy keeps spinning. The most active player by deal value is Nvidia, even if some of those checks could help future competitors."
2. Contrarian Perspectives
Failed Startups Have Hidden Asset Value the Market Ignores
The conventional wisdom is that a bankrupt or divested startup is worthless. BC Partners is proving otherwise — a company that sold its operating assets for only $161 million can still be a potent M&A vehicle if it carries a large enough NOL balance. The market consistently misprices this.
"The stock market usually gives no value to NOLs until you start using them." The NOL here totals "nearly $4 billion," enabling tax-free cash flows from acquired profitable businesses for years.
Alphabet's Strategic Loss May Be Greater Than Its Stock Price Implies
Despite Alphabet shares falling only 4% on the Discovery Loop news, the departure of Jeff Dean (27 years), Sanjay Ghemawat, Oriol Vinyals, and Quoc Le represents a structural hollowing-out of Google's AI core that a single-day stock move likely undersells. Notably, Alphabet itself participated in the Discovery Loop round, essentially co-funding its own competitive threat.
Vinod Khosla tweeted the impact "could be larger than the impact that Google had when we backed them in 1998 at Kleiner."
NOL Shells Could Displace SPACs as the Preferred Alternative Listing Mechanism
Ted Goldthorpe explicitly frames this as a potential alternative to the SPAC merger market — but with a structural tax advantage SPACs lack, and with deal origination coming from PE sponsors seeking DPI (distributions to paid-in capital) rather than from speculative growth companies.
"He believes there's a large universe of potential targets, possibly as alternatives to SPAC mergers. 'When we first started this, I got a lot of calls from peers asking how it works. It's early days still but I wouldn't be surprised to see others do something similar.'"
3. Companies Identified
ContextLogic Holdings (fmr. Wish.com)
- Description: Nasdaq-listed shell company with ~$4B in NOLs following divestiture of Wish.com assets
- Why mentioned: Case study in BC Partners' NOL-driven acquisition strategy; has acquired US Salt ($907.5M) and gChem (~$850M) using the structure
- Quote: "BC first got involved 18 months ago, via a $150 million convertible preferred investment in ContextLogic Holdings, which was a Nasdaq-listed shell after having divested the Wish.com assets for only $161 million."
Discovery Loop
- Description: New AI startup founded by four Google/DeepMind veterans; mission to "automate the experimental loops of science and engineering"
- Why mentioned: Biggest AI spinout of the cycle; raised "hundreds of millions" in first-round funding from top-tier VCs; represents a major competitive threat to Alphabet
- Quote: "Discovery Loop says its goal is to 'automate the experimental loops of science and engineering.'"
Hadrian
- Description: Torrance, Calif.-based defense manufacturer
- Why mentioned: Raised $1.37B at ~$8B valuation — one of the largest defense-tech VC rounds on record
- Quote: "Raised $1.37b at a post-money valuation just shy of $8b from JPMorgan, WCM Investment Management, Washington Harbour Partners, Valor Equity Partners, 137 Ventures, and Baillie Gifford."
Iceye
- Description: Finnish satellite observation provider
- Why mentioned: Raised €1B Series F at a valuation north of €10B — a signal of massive institutional appetite for space/dual-use infrastructure
- Quote: "Iceye, a Finnish satellite observation provider, raised €1b in Series F funding led by Scaleup Europe Fund at a valuation north of €10b."
AVK Power Solutions
- Description: U.K. provider of backup power for data centers and AI infrastructure
- Why mentioned: Partners Group's ~$1B majority stake signals PE's pivot toward hard-asset AI infrastructure plays
- Quote: "Partners Group agreed to invest around $1b for a majority stake in AVK Power Solutions, a U.K. provider of backup power solutions for data centers and AI infrastructure."
Pathos AI
- Description: Chicago-based AI drug developer
- Why mentioned: Raising up to $300M Series E at ~$3B valuation — notable scale for AI-native pharma
- Quote: "Pathos AI, a Chicago-based AI drug developer, is raising up to $300m in Series E funding at an approximately $3b valuation."
LifeMine Therapeutics
- Description: Cambridge, Mass.-based immunosuppressant developer
- Why mentioned: Raised $263M in combined Series D and E funding with backers including Bill Gates, Jeff Bezos, and GV — marquee individual investor interest in biotech
- Quote: "Raised $263m in combined Series D and E funding from backers like RA Capital Management, GV, GSK, Bill Gates, and Jeff Bezos."
Accell Group
- Description: Dutch bikemaker taken private by KKR for €1.6B in 2022
- Why mentioned: Entering insolvency — notable PE write-down case study
- Quote: "Accell Group, a Dutch bikemaker taken private by KKR for €1.6b in 2022, is entering an insolvency process."
Energy Capital Partners
- Description: Energy-focused PE firm
- Why mentioned: Closed $8.1B for its sixth flagship fund — one of the largest recent energy PE fundraises, signaling sustained LP appetite for energy transition and power infrastructure
- Quote: "Energy Capital Partners raised $8.1b for its sixth flagship fund."
Sequoia Capital
- Description: Global top-tier VC
- Why mentioned: Raised $10B for new growth equity funds — underscores continued LP enthusiasm for growth-stage AI bets
- Quote: "Sequoia Capital raised $10b for new growth equity funds."
LIV Golf
- Description: Saudi-backed professional golf tour that lost PIF funding
- Why mentioned: BC Partners reportedly signed a term sheet to become lead investor — an unusual alternative asset play for a credit-focused firm
- Quote: "Sources tells me that BC Partners is that lead investor, even though neither the firm nor LIV will confirm."
4. People Identified
Ted Goldthorpe
- Description: Head of BC Partners Credit
- Why mentioned: Architect of the NOL acquisition strategy using ContextLogic; positioned as the key voice explaining the thesis
- Quote: "The stock market usually gives no value to NOLs until you start using them. This is always something I wanted to do, but there aren't too many companies with big NOLs that don't also have environmental or litigation liabilities."
Jeff Dean
- Description: 27-year Google veteran and chief scientist
- Why mentioned: Co-founded Discovery Loop, marking one of the most significant individual talent departures from Big Tech in the AI era
- Quote: "Chief scientist Jeff Dean, a 27-year Google veteran, is leaving to launch Discovery Loop."
Demis Hassabis
- Description: CEO of Google DeepMind
- Why mentioned: Transitioning to chairman role at DeepMind — part of the broader Alphabet AI leadership restructuring
- Quote: "Demis Hassabis is transitioning from CEO of Google DeepMind to chairman."
Quoc Le
- Description: Google Brain co-founder
- Why mentioned: Joining Discovery Loop — one of four elite AI researchers departing Google simultaneously
- Quote: "He's being joined by Google senior fellow Sanjay Ghemawat, DeepMind vice president Oriol Vinyals, and Google Brain co-founder Quoc Le."
Vinod Khosla
- Description: Founder, Khosla Ventures; early Google backer via Kleiner Perkins
- Why mentioned: Led the Discovery Loop round and made a historically large claim about its potential impact
- Quote: Tweeted that the impact "could be larger than the impact that Google had when we backed them in 1998 at Kleiner."
Peter Crisp (In Memoriam)
- Description: Founding partner of Venrock; passed away at age 93
- Why mentioned: Pioneering figure in institutional venture capital; sat on Apple's board for 16 years
- Quote: "Peter's legacy lives on through the companies he helped build, the Venrock partners he mentored, and everyone else here at Venrock."
Michael O'Dwyer
- Description: Morgan Stanley's global co-head of energy
- Why mentioned: Departing to become CIO of ADNOC — a notable signal of energy capital flowing toward sovereign wealth
- Quote: "Michael O'Dwyer is stepping down as Morgan Stanley's global co-head of energy to join ADNOC as chief investment officer."
5. Operating Insights
Use Rights Offerings to Preserve Upside While Controlling Dilution
BC Partners structures each ContextLogic acquisition as a rights offering, giving existing shareholders the ability to participate pro rata. If they decline, BC and Abrams absorb the positions. This creates a disciplined mechanism to deploy capital at scale while technically preserving shareholder optionality — a model adaptable to any acquisition-oriented public vehicle.
"Each deal is structured as a rights offering in which ContextLogic shareholders can participate. If they don't, BC Partners and Abrams take the positions — in addition to using their pro rata shares."
Target Niche, Profitable Industrial Businesses with Clean Liability Profiles
The NOL strategy only works if the acquired businesses are genuinely profitable (to generate taxable income the NOL can offset) and carry no legacy environmental or litigation liabilities that could contaminate the shell. This filters toward boring, stable, B2B industrials — precisely the kind of businesses PE sponsors are eager to exit for DPI.
"BC is helping ContextLogic buy stable, profitable businesses in niche industries. So far from private equity sponsors in search of DPI."
Institutional Talent Departure as an Early Signal — Act Before the Market Does
Alphabet's stock only fell 4% on the day four foundational AI researchers left. Investors and operators who track talent movements as a leading indicator — rather than waiting for financial results to reflect the hollowing-out — have a structural information advantage.
"Alphabet shares fell 4% yesterday on the news, but remain up 45% in 2026 and 163% over the past 12 months." — suggesting the market has not yet fully priced the talent departure risk.
6. Overlooked Insights
Alphabet Participated in the Round That Competes Against It
Despite the leadership shakeup framing, Alphabet quietly signed a long-term cloud and compute partnership with Discovery Loop and participated as an investor in the same funding round. This is a hedge — but it also means Google is directly subsidizing a competitor built by its own former researchers, and that the relationship is more symbiotic (and complicated) than the "also-ran" narrative suggests.
"Also participating was Alphabet, which signed a long-term cloud and compute partnership with Discovery Loop."
PE Sponsors Are the Motivated Sellers Enabling the NOL Strategy
The article notes that ContextLogic's acquisition targets are sourced specifically "from private equity sponsors in search of DPI." This is a quietly important market dynamic: as PE firms face LP pressure for distributions in a slower exit environment, they become motivated sellers of profitable-but-unglamorous portfolio companies — creating a reliable deal pipeline for NOL-driven acquirers at potentially favorable prices.
"BC is helping ContextLogic buy stable, profitable businesses in niche industries. So far from private equity sponsors in search of DPI."