Lux & @breeves08 led both our Series A & C and participated in all the other rounds with the highest level of commitment and support in and out of the boardroom. If you're looking for long-term-minded partners, ready to support big ambitious unorthodox bets in all domains,
INVESTMENT
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Voyager SDK Public Launch: Hardware Advances and Community Growth
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2025 recap: Voyager SDK went public, shipped 4 releases, grew to 500+ community members. Launched 4-chip PCIe card, Metis Compute Board, announced Europa. €60M EuroHPC funding. Partnered with @arduino
, ESA, @ultralytics and more! Full retrospective https://
eu1.hubs.ly/H0qJj4z0 -
Portfolio Protection Strategy for 2026 Amid Market Highs
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2026 is the year to "protect" your portfolio:- Gold, S&P 500, Nasdaq, Real Estate: everything is near all time high. (Except Bitcoin). US is likely to follow easy money policy. And, China-US are on a war-path on AI spending. (Everyone knows this). When everything looks
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Detecting AI Problems Early to Protect Budget and Timeline
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Fix AI issues early, or they will destroy your budget and roadmap. pic.twitter.com/cMP7a5IVfh
— Satya Mallick (@LearnOpenCV) 6 janvier 2026Fix AI issues early, or they will destroy your budget and roadmap.
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ACI: The Modern Turing Test for AI Agent Profitability
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The next big milestone I'm watching for on our way to AGI: Artificial Capable Intelligence (ACI). Can an agent take $100k and legally turn it into $1M? To me that's the modern Turing Test.
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Impossible to watch 7,600 AI companies at once
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You can’t watch 7,600 AI companies at one time there: https://
x.com/scobleizer/lis
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MoE vs Dense Models: Cost Efficiency
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Why this matters for open source: Dense models: Entire model needs retraining if you want to change anything
MoE models: Swap experts, add capabilities, fine-tune components independently Meta released Llama 405B (dense) – $50M+ training cost
DeepSeek released V3 (MoE) – $5.6M, -
Major Institutions Support TMLR Research Initiative Funding
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So many other people deserve praise for contributing to making TMLR a reality. Notably, we benefited from the financial support of @GoogleDeepMind
, @Mila_Quebec
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Essential Financial Metrics for Microteam Survival
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"If you don't know this number, your business is really fragile."
— Ronald Schmelzer (@rschmelzer) 2 janvier 2026
Burn rate + runway aren't optional metrics.
They're the difference between strategic decisions and survival mode.
3-6 months runway minimum for microteams.
🔗 https://t.co/5yz8stlE5U pic.twitter.com/zoNWbv060B"If you don't know this number, your business is really fragile." Burn rate + runway aren't optional metrics. They're the difference between strategic decisions and survival mode. 3-6 months runway minimum for microteams. https://
scalebrate.com/podcast/the-10
-money-skills-every-microteam-should-master
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