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Linux Foundation Research presents specific, evidence-backed claims: AI is a net job creator, with organizations 2.7 times more likely to expand headcount than cut it; two-thirds of organizations find open-source AI cheaper and SMBs adopt it faster than large corporates; upskilling current staff is 38% faster than hiring externally; 93% of organizations say global collaboration through open source is essential for sovereign AI while big corporates register only 27% support, and no single vendor can deliver full sovereignty.
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