DeepSeek Closes in on Anthropic's Top Model
- 01Theme 1: Chinese AI Is Closing the Gap With U.S. Frontier Models
- 02Theme 2: The AI Infrastructure Arms Race Is Moving Off-Planet
- 03Theme 3: The Software Layer Around AI Models May Matter More Than the Models Themselves
- 04Theme 4: New York Is Becoming the Dominant U.S. Tech Talent Hub
- 05Theme 5: Living Biology + AI Is an Emerging Deep-Tech Frontier
1. Key Themes
Theme 1: Chinese AI Is Closing the Gap With U.S. Frontier Models — Fast
DeepSeek's new multimodal model is now benchmarking near Anthropic's best, signaling that the U.S. lead in AI capability is narrowing at an accelerating rate.
"DeepSeek says its new experimental multimodal V4 Flash model nearly matches Anthropic's top Opus 4.8 model on multimodal agentic tasks, as Chinese AI developers continue closing the performance gap with U.S. rivals."
Theme 2: The AI Infrastructure Arms Race Is Moving Off-Planet
Orbital compute is emerging as a serious investment category, with a two-year-old startup already valued at $2.3B and backed by Nvidia, Benchmark, and Cisco — suggesting that land-based data center constraints are prompting investors to fund genuinely radical alternatives.
"Starcloud, a two-year-old startup based in Redmond, WA, that is developing orbital data centers for AI inference, raised a $250 million Series A extension at a $2.3 billion post-money valuation. The deal was led by Manhattan West Ventures, with Nvidia, Cisco, Benchmark, EQT, Soma, NFX, 776, Cedar Capital, Goanna Capital, and Standard Capital also participating."
Theme 3: The Software Layer Around AI Models May Matter More Than the Models Themselves
Nvidia research shows that orchestration infrastructure — memory management and agent supervision — can deliver dramatically larger performance gains than model improvements alone, with implications for where value accrues in the AI stack.
"Nvidia researchers have discovered that the software layer surrounding an AI model can matter more than the model itself on complex, long-running tasks: adding better memory management and a supervising agent boosted Claude Opus 5 from 30% to 100% on the ARC-AGI-3 benchmark."
Theme 4: New York Is Becoming the Dominant U.S. Tech Talent Hub
For the first time in over a decade, New York surpassed the Bay Area in total tech workers — driven by finance firms aggressively hiring AI talent. This has significant implications for where startups recruit, where VCs should be present, and where real estate values may shift.
"New York has overtaken the San Francisco Bay Area as North America's largest tech-talent market for the first time in 13 years, with 394,300 tech workers versus 375,730, as finance firms hire more AI talent and Bay Area tech employment contracts. San Francisco still leads in AI-specific jobs."
Theme 5: Living Biology + AI Is an Emerging Deep-Tech Frontier
Outer Biosciences is training AI on living human skin tissue kept alive outside the body for over a month — a stealth capability with enormous implications for drug discovery, dermatology, and personalized medicine.
"He's running an outfit that has spent years figuring out how to keep living human tissue alive outside the body — for over a month, so far — without anyone outside the company knowing."
2. Contrarian Perspectives
Contrarian 1: Apple's Vision Pro Was a Strategic Dead End — and Apple Knows It
Apple is not just trimming costs; it is actively dismantling Vision Pro-related teams and gaming infrastructure, suggesting internal conviction that spatial computing as a consumer product has failed. The reallocation toward smart glasses signals a complete strategic pivot.
"Apple is cutting more than 200 jobs across its Siri, Vision Pro, and software teams, including largely shutting down a Vision Pro gaming group and reducing immersive-video production as it reallocates resources toward AI, a rebuilt Siri, and future smart glasses."
Contrarian 2: Wearable Health Tech's "AI Accuracy" Claims May Be Largely Illusory
The Oura class action raises a broader warning for investors in consumer health wearables: AI-powered health insights may be marketing constructs rather than validated diagnostics, exposing the category to significant litigation and regulatory risk.
"Oura is facing a proposed class action accusing it of misleading customers about the accuracy of its sleep tracking, alleging the ring cannot directly measure sleep stages and that its AI-generated estimates may be little better than a coin flip."
Contrarian 3: China Is Building a Domestic Semiconductor Stack That Threatens U.S. Export Control Strategy
CCSH/YMTC's massive IPO — valued at up to $49B — signals that U.S. chip export restrictions have not contained Chinese semiconductor development; they may have accelerated domestic investment instead.
"China has a homegrown rival to Samsung and Micron in the memory-chip business, and it's about to go public. CCSH, the parent company of Yangtze Memory Technologies (YMTC)...is seeking to raise $4.9 billion in an IPO on Shanghai's STAR Market...The offering would value the company at somewhere between $41 billion and $49 billion."
3. Companies Identified
| Company | Description | Why Mentioned | Quote |
|---|---|---|---|
| DeepSeek | Chinese AI lab | Benchmarking near Anthropic's top model on multimodal agentic tasks | "Its new experimental multimodal V4 Flash model nearly matches Anthropic's top Opus 4.8 model on multimodal agentic tasks" |
| Outer Biosciences | AI + biology startup, Mill Valley, CA | Founder profile; keeping living human tissue alive 30+ days to train AI models | "He's running an outfit that has spent years figuring out how to keep living human tissue alive outside the body — for over a month, so far" |
| Starcloud | Orbital AI data center startup, Redmond, WA (2 yrs old) | $250M Series A extension at $2.3B valuation; backed by Nvidia, Benchmark, Cisco | "Developing orbital data centers for AI inference, raised a $250 million Series A extension at a $2.3 billion post-money valuation" |
| Cityblock | Medicaid/Medicare-focused primary care startup, Brooklyn (9 yrs old) | $116M Series E led by General Catalyst; $900M+ raised total | "Helps health plans care for high-need Medicaid and Medicare members through primary care, behavioral health, chronic disease management" |
| CCSH / YMTC | Chinese NAND flash memory manufacturer | Seeking $4.9B IPO on Shanghai STAR Market; valued at $41B–$49B | "One of the few Chinese firms that designs and manufactures its own NAND flash memory" |
| Nscale | London AI cloud and data center company | Pursuing up to $3B U.S. IPO with $51B in contracted revenue | "Seeking to raise as much as $3 billion in a U.S. IPO...after telling prospective investors it has about $51 billion in contracted revenue" |
| Flock Safety | AI-powered public safety technology company | Fastest-growing product is police drones reading license plates from 2,000 feet | "Its fastest-growing business is police drones that can fly 60 mph, reach 911 scenes in under 90 seconds on average, and read license plates from up to 2,000 feet away" |
| Remepy | Hybrid medicine startup, New York (4 yrs old) | $36M Series A; combines prescription drugs with personalized therapeutic apps | "Develops hybrid medicines that combine prescription drugs with personalized therapeutic apps for physical, cognitive, and behavioral treatment" |
| Mafix | Carbon-removing fertilizer startup, Seattle (2 yrs old) | $5.4M pre-seed; turns silicate rocks into fertilizer that removes CO₂ | "Turns silicate rocks into fertilizer that releases crop nutrients and removes carbon dioxide when applied to farmland" |
| Dirac Labs | Quantum GPS-alternative sensor startup, Madison, WI (3 yrs old) | $1.8M pre-seed for quantum positioning for aircraft, submarines, industrial vehicles | "Builds quantum positioning sensors that help aircraft, submarines, and industrial vehicles navigate where GPS signals cannot reach" |
| Oura | Consumer health wearable company | Facing class action over alleged AI accuracy misrepresentation in sleep tracking | "Its AI-generated estimates may be little better than a coin flip" |
| Tesla | EV and energy company | Killed the Solar Roof after nearly a decade, citing high costs and sluggish adoption | "Tesla has killed its nearly decade-old Solar Roof, scrubbing the product from its website" |
| Math Magic | 3D model and physical product creation startup, Beijing (2 yrs old) | ~$50M raise; turns photos/designs into 3D-printed physical products | "Helps creators turn photos and designs into 3D models and personalized physical products" |
| Solinide Photonics | Photonic chip startup, Sweden (5 yrs old) | $4.7M seed; moves data between chips at lower power for AI data centers | "Develops photonic chips that move large volumes of data between chips with lower power use for AI data centers" |
| Pixelgen Technologies | Single-cell protein mapping startup, Stockholm (6 yrs old) | $15.5M Series B; maps protein clusters on cell surfaces for disease research | "Maps how proteins cluster and localize on individual cell surfaces to help researchers study disease mechanisms and treatment responses" |
| Anthropic | U.S. AI safety company | Referenced as benchmark competitor; DeepSeek closing in on its Opus 4.8 model | "Nearly matches Anthropic's top Opus 4.8 model on multimodal agentic tasks" |
| PortfolioIQ | Portfolio data extraction tool for private investors | Sponsor; automates extraction/verification of data from board decks and MIS sheets | "Extracts and standardizes data from documents and verifies every figure against the source" |
4. People Identified
| Person | Description | Why Mentioned | Quote |
|---|---|---|---|
| Michael Polansky | Founder, Outer Biosciences; partner of Lady Gaga; Harvard applied math/CS alum; ex-Bridgewater; ex-Founders Fund principal | Profile subject; running stealth AI-biology startup keeping human skin alive for AI training | "He's running an outfit that has spent years figuring out how to keep living human tissue alive outside the body — for over a month, so far — without anyone outside the company knowing" |
| Deven Parekh | Managing Director, Insight Partners (25+ years) | Featured speaker at StrictlyVC NYC event; discussing firm differentiation in a capital-saturated market | "Has been helping run the powerful New York firm Insight Partners for more than 25 years and has generously agreed to talk about how the firm differentiates itself at a moment when so much money is sloshing around" |
| Keith Rabois | Partner, Khosla Ventures; recently relocated to New York | Featured speaker at StrictlyVC NYC event | "Rabois just moved to New York (watch out, New York!) and is anything but boring company" |
| Brian Singerman | Partner (implied), Founders Fund | Mentioned as a contemporary of Polansky's at early Founders Fund | "Polansky and another young principal at the time, Brian Singerman, sharing an office" |
| Sean Parker | Co-founder, Napster; early Facebook president | Referenced as the connection that brought Polansky from Minnesota to Silicon Valley | "Sean Parker's assistant at the time had been Polansky's neighbor growing up...Parker was looking for someone to work with him" |
| Peter Thiel | Co-founder, Founders Fund and PayPal | Referenced as one of the four original Founders Fund partners | "The firm was run by its four original partners — Peter Thiel, Sean Parker, Luke Nosek and Ken Howery" |
| Mark Zuckerberg | CEO, Meta | Purchased 19th-century Irish castle and 440-acre estate for $23M–$35M near Meta's Dublin HQ | "Reportedly bought the 19th-century Strancally Castle and its 440-acre estate in Ireland for an estimated $23 million to $35 million" |
| Balaji Srinivasan | Angel investor, entrepreneur | Angel investor in Dirac Labs' quantum GPS-alternative pre-seed round | Listed as an individual investor in Dirac Labs alongside Jude Gomila |
5. Operating Insights
Insight 1: Agent Infrastructure Is the Highest-Leverage Investment in AI Products Right Now
Operators building AI products should prioritize the orchestration layer — memory management, agent supervision, task routing — over model selection. Nvidia's findings suggest this can be the difference between a mediocre and a transformative product, with a 3x+ performance delta achieved not by switching models but by building better scaffolding around them.
"Adding better memory management and a supervising agent boosted Claude Opus 5 from 30% to 100% on the ARC-AGI-3 benchmark."
Insight 2: Political Spending Is Now a Core Competitive Strategy for Tech Companies
AI, crypto, and online betting companies are treating regulatory and legislative outcomes as a product function — outspending all prior cycles combined. Operators in regulated or contested markets should treat government affairs as a first-class business function, not an afterthought.
"Crypto, AI, and online betting companies are driving record corporate spending on the 2026 midterms, with U.S. companies pouring $517 million into House and Senate races through the first quarter — already surpassing the entire 2024 cycle."
Insight 3: Deep Stealth Can Be a Strategic Moat for Hard-Science Startups
Outer Biosciences spent years developing its core capability — keeping human tissue alive outside the body — entirely under the radar. For founders in biology, materials, or hardware, avoiding premature disclosure of breakthrough capabilities can protect against fast-following competitors and preserve fundraising leverage.
"He's running an outfit that has spent years figuring out how to keep living human tissue alive outside the body — for over a month, so far — without anyone outside the company knowing."
6. Overlooked Insights
Overlooked Insight 1: AI Talent Is Moving to Finance, Not Just Tech Companies
The data point that New York surpassed San Francisco in tech headcount is widely framed as a "NY tech" story, but the mechanism is finance firms absorbing AI talent. This suggests Wall Street is quietly becoming one of the most significant employers of AI engineers — a development with major implications for startup talent competition, compensation benchmarks, and where AI capability ultimately compounds.
"New York has overtaken the San Francisco Bay Area as North America's largest tech-talent market for the first time in 13 years, with 394,300 tech workers versus 375,730, as finance firms hire more AI talent and Bay Area tech employment contracts. San Francisco still leads in AI-specific jobs."
Overlooked Insight 2: Quantum Positioning Is an Emerging GPS-Alternative Category Worth Watching
Dirac Labs' pre-seed is tiny ($1.8M) but the application — navigation for submarines, aircraft, and industrial vehicles where GPS fails — is a large, defensible, and government-adjacent market that receives almost no venture attention relative to quantum computing.
"Builds quantum positioning sensors that help aircraft, submarines, and industrial vehicles navigate where GPS signals cannot reach."