INVESTMENT

Better AI Infrastructure Drives Lower Token Production Costs

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12 February 2026 20h37

Infrastructure efficiency fuels better tokenomics. Like a printing press that produces more pages when you invest in a better machine, ink and energy, better AI infrastructure means more tokens leading to lower cost per token.

Token Cost Depends on AI Infrastructure Expenses

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12 February 2026 20h37

The cost of each token depends on the cost and the overall token output of AI infrastructure.

Tokens as Units of Intelligence and Tokenomics Economics

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12 February 2026 20h37

Tokens are unit of intelligence and tokenomics is the economics of tokens.

AI Scaling: Solving Token Economics at Scale

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12 February 2026 20h37

As AI scales, the big question often is: How can you afford more tokens? The answer: better tokenomics.

→ View original post on X — @anthropicai

Intelligence Platform Reaches $14B Run-Rate Revenue

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@anthropicai

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12 February 2026 20h01

Our run-rate revenue is $14 billion, and has grown over 10x in each of the past 3 years. This growth has been driven by our position as the intelligence platform of choice for enterprises and developers. Read more:

→ View original post on X — @anthropicai

Anthropic Raises $30B at $380B Valuation for Claude Expansion

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@anthropicai

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12 February 2026 20h01

We’ve raised $30B in funding at a $380B post-money valuation. This investment will help us deepen our research, continue to innovate in products, and ensure we have the resources to power our infrastructure expansion as we make Claude available everywhere our customers are.

→ View original post on X — @snorkelai

$3M Grants for Open Source Agentic AI Benchmarks

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@snorkelai

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12 February 2026 18h54

We’re incredibly excited to launch Open Benchmarks Grants, a new program committing $3M in grants to fund new open source benchmarks advancing agentic AI.

We’re partnering up with @HuggingFace, @togethercompute, @PrimeIntellect, Factory HQ, @harborframework, and @PyTorch to… pic.twitter.com/4sXnfHitAO
— Snorkel AI (@SnorkelAI) 12 février 2026

We’re incredibly excited to launch Open Benchmarks Grants, a new program committing $3M in grants to fund new open source benchmarks advancing agentic AI. We’re partnering up with @HuggingFace
, @togethercompute
, @PrimeIntellect
, Factory HQ, @harborframework
, and @PyTorch to

→ View original post on X — @martyswant

Notable AI Lab Departures and Staff Reassignments This Week

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@martyswant

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12 February 2026 15h30

I know people come and go from AI companies all the time, but seems like there has been a bunch of noteworthy AI lab departures back-to-back this week relayed to safety teams , either resigning, being let go, or being reassigned. A few I’ve read about this week that come to

→ View original post on X — @anthropicai

$20M Investment in AI Policy Advocacy Organization

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@anthropicai

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12 February 2026 13h16

AI is being adopted faster than any technology in history. The window to get policy right is closing. Today we’re contributing $20m to Public First Action, a new bipartisan org that will mobilize people and politicians who understand what’s at stake.