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Morning, friends.
For two years the question was who would build the best model. This week the question became who can afford to keep paying for one. The richest companies on earth are now selling shares and trimming payroll to buy chips, and that changes the maths for everyone downstream, including us.
The CEE funding numbers are the ones to read slowly. The Microsoft piece has a hiring opportunity hidden in it. Four stories, five minutes.
Meta can't pay for AI out of what it earns
Meta launched the largest corporate share sale on record on 26 October and lifted it to $97.5 billion a day later: $25 billion of common stock at $625 a share, about $12.5 billion of preferred shares, and up to $60 billion more sold gradually once new non-voting shares start trading in early 2027. Nvidia is buying $3 billion of it.
The reason sits in last week's results. Meta's free cash flow went negative for the first time in over a decade, minus $2.1 billion against plus $10.6 billion a year earlier, while it guided $135 to $145 billion of AI hardware spend. The best ad machine ever built now needs outside money to keep buying GPUs. Alphabet sold $84.75 billion of stock in June. And the company selling the chips is now buying the customer's shares to fund its own orders.
Two things to watch. GPU demand looks stronger when suppliers finance their buyers, so treat "sold out" signals with some suspicion. And the cloud prices you pay are now backed by shareholder patience, not cash. Lock longer price terms on compute while they are still on offer.
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All of CEE raised less than 1% of Meta's cheque
Startups across Central and Eastern Europe raised €632 million in Q3 across 118 rounds, according to Vestbee's report out today. That is up 24% on a year ago, but the deal count dropped from 143, and the region still takes only 2.8% of European venture money. Meta's share sale alone is roughly 130 times the whole quarter.
The money is bunched at the top. Bulgaria's EnduroSat (€186.4 million) and Lithuania's Oxylabs (€118.2 million) took 48% of it, which is why Bulgaria led the table with €200.6 million. About a third of notable rounds went to AI companies, yet 12 of the 17 that disclosed amounts raised under €2.5 million. The region is funding AI products on seed cheques while the infrastructure under them gets bought with tens of billions.
That gap is the opening, not the excuse. Nobody here will outspend Meta on chips, but every company paying for those chips wants them used more cheaply: routing, evaluation, smaller models, smarter caching. Build what makes expensive compute go further, and plan your round on the real numbers. Poland's median seed round was about €1.1 million.
Microsoft is paying for GPUs with payroll
Microsoft offered voluntary buyouts to around 60,000 employees on 26 October, its first company-wide exit offer for staff at vice-president level and below. Xbox, Windows, Copilot and Finance teams in the US, Canada, India and the UK are included, about 27% of its 223,000 people. Data-centre and sales staff are left out.
Read the exclusions. The people who build capacity and the people who sell it stay. Everyone else is now spending that competes with GPUs. Buyouts are the quiet version of a layoff: no headline count, and the most employable people leave first. An earlier retirement-age offer had 8,750 eligible and more than 30% said yes. Microsoft reports results tomorrow, with cloud growth guided near 45%.
The interesting part for founders is what happens next. Thousands of experienced product, platform and finance people, many in India and the UK, may be on the market by the end of the year with a severance cushion. Set up a remote-friendly senior role now, before the big companies that are still hiring get there first.
Brussels offered €10 billion and nobody bid
The EU's call for AI gigafactories offers up to €10 billion of public money to pull in at least €20 billion of private capital, for up to seven sites. With weeks still to go before its 12 November deadline, it had received no proposals at all, so Brussels pushed the deadline to 3 December, as reported on 22 October.
It is not a lack of interest. France and Czechia signed a compute pact on 23 October, with France's Bull joining the Czech bid led by České Radiokomunikace. The Dutch prime minister backed a 600 MW, 250,000-GPU campus in Rotterdam, then ruled out paying the public share the EU expects. Europe has the money and the land. What it lacks is someone willing to carry the risk Meta is covering by selling its own stock.
Watch 3 December. If bids arrive, consortium seats open for grid, cooling, integration and software partners, and the Czech bid is the nearest one for companies in our region. If the call slips again, expect the terms to get better before the deadline does.
Short Signals
Dev: NVIDIA Nemotron 3.5 Bolt E4B runs an agent on your laptop. NVIDIA's new open model has 4 billion effective parameters and fits in about 4GB of video memory, so a local voice or tool-calling agent no longer needs a cloud bill. Try it on one internal task that touches data you don't want leaving the building. (MarkTechPost)
Productivity: GitHub Copilot now lives inside Microsoft Teams. Tag @GitHub on a bug report in a Teams thread and Copilot opens a pull request with a proposed fix. Install the new app this week: the legacy GitHub app for Teams retires on 16 November. (GitHub changelog)
Design: Figma's MCP server can now call video and image models. Agents working through the Figma MCP can generate with Seedance, Kling and Nano Banana inside your file, paid with Weave credits. Wire it into your design agent and generate motion drafts next to the frames they belong to. (Releasebot)
Marketing: From 30 October, Meta's AI edits to your ads are your responsibility. Meta's updated terms make advertisers solely responsible for changes its AI makes to their creative. Before Black Friday, open every Advantage+ campaign and switch off the creative toggles you haven't checked. (PPC Land)
Dev: Replit's Monitoring Agent reads your production logs. It watches logs and metrics on live apps, proposes fixes and validates them, with auto-fix optional. Point it at one small production app and see what it catches in a week. (Releasebot)
Next edition soon,
Çelik