Sourcery

Molly O'Shea × Aistis Šimaitis × George Hadjiminas × Bruno Wejchert

Ukraine has made production scale as important as technology: Europe’s fragmented manufacturing base and years-long component lead times leave a clear opening for Onodrim’s acquisition-led model.Autonomous fleets also reset unit economics, turning $30,000 radios and other exquisite components into products that must become cheaper and available in thousands or millions; execution and procurement remain the watchpoints.

Molly O'Shea × Herwig Van Hove × Yannick De Koninck

AI’s next bottleneck is the interconnect fabric: models no longer fit on one GPU, while agentic calls make latency critical, putting photonics alongside compute as core infrastructure.Optical bandwidth addresses copper and power constraints, but lasers, tools, substrates, throughput, and yield remain scarce as NVIDIA’s demand shock runs ahead of supply; Themaa targets 2027 production and 2028 full ramp.

Molly O'Shea × Jennifer Prosek

Prosek’s contrarian bet that finance would pay for offense-mode branding was validated after the GFC and by a later push into private markets, PE, VC and credit.The next competitive battleground is the “digital blink”: third-party content shapes Google and LLM impressions, while fundraising pressure makes brand efficiency across talent, deals and capital worth monitoring.

Gagan Biyani × Molly O'Shea

Andreessen Horowitz Academy plans a 50-student, tuition-free fellowship for September 2027, followed by a two-year program in 2028 pending regulatory approval.Its $40M runway backs an unaccredited model monetized through tuition, corporate partnerships, and equity tied to student ventures.The key test is whether proof-of-work admissions and 75–80% project time create a talent pipeline despite competing VC checks and universities.

Molly O'Shea × Lior Susan

Eclipse is targeting the physical economy—about 85% of global GDP, or $100 trillion—where deglobalization, supply-chain vulnerability, government support, and customer demand are reopening neglected opportunities.With about $12.5 billion in AUM, roughly 90 portfolio companies, and 30 it helped build, its operators-with-capital model links CapEx, manufacturing, policy, and systems execution, while its free-cash-flow focus and non-formulaic incubation leave execution, timing, and repeatability as key variables.

Luca Ferrari × Molly O'Shea

Bending Spoons’ edge is an integrated operating model that standalone owners cannot economically reproduce.Its 50-plus proprietary technologies, nearly 1,000-person core team, and debt-funded permanent ownership support claimed annual savings above $100 million and $4 million revenue per core Spooner.Airtable’s approximately $1.3 billion enterprise value reflects the underwriting test, while AI startup valuations and unmeasured AI capabilities remain key risks to monitor.

Molly O'Shea × Luca Ferrari × Francesco Patarnello × Matteo Danieli × Valentina Jerusalmi

Bending Spoons wins deals by paying the highest price, with post-integration platform, technology, and talent value supporting high returns for shareholders.Its vertical-agnostic filter prioritizes platform unlock, sufficient scale, and predictability, favoring 5–10 larger deals over transforming $20 million-revenue businesses.With an M&A pipeline that has never been so rich, AOL’s months-long Yahoo carve-out and re-platforming remain a key execution watchpoint.

Dino Mavrookas × Rob Lehman × Doug Lambert × Vibhav Altekar × Molly O'Shea

China outbuilds the US 230-to-1, while only 1% of roughly $1T 2026 Department of War budget went to autonomy.Saronic says faster iteration and volume can change maritime economics, with Marauder’s propulsion stack bench-built eight months before its 180-foot ship existed.Policy tailwinds are possible, but legal approval, manning requirements, classified subsea technology, and supply-chain bottlenecks remain watchpoints.

Dino Mavrookas × Molly O'Shea

China built over 1,000 commercial ships last year versus five large ocean-going vessels in the US, while China holds 57% of global shipbuilding capacity.Port Alpha’s $3 billion project targets autonomous container ships, tankers, and roll-on/roll-off vessels: simpler designs could enable scale and lower costs, but only 1% of the roughly $1 trillion FY26 Department of War budget went to autonomy.

Molly O'Shea × Dino Mavrookas

Saronic’s $9.25B valuation and $2.6B raised center its shipbuilding thesis on capacity, with Port Alpha’s $3.2B initial buildout adding 150,000 gross tons.An Austin line designed for 2,000 Corsairs annually combines hardware-software co-design, software reuse, and 25,000+ testing hours, but ocean reliability remains unresolved.