SynOS Blog https://www.getsynos.ai/blog Research and field notes on training AI on a company's own systems, with every figure sourced. en Mon, 26 Oct 2026 08:32:47 GMT After patient data reaches a public AI tool, which cleanup steps are still yours? https://www.getsynos.ai/blog/shadow-ai-incident-response https://www.getsynos.ai/blog/shadow-ai-incident-response Mon, 26 Oct 2026 08:32:47 GMT A hospital found patient records in an unapproved AI tool, and one cleanup step was a request to its operator. A 60-minute shadow AI incident response tabletop. Apollo can't find AI in the S&P 493's margins. Would it find AI in yours? https://www.getsynos.ai/blog/no-ai-payoff-outside-tech https://www.getsynos.ai/blog/no-ai-payoff-outside-tech Sun, 25 Oct 2026 08:22:13 GMT Apollo sees no AI payoff outside tech: S&P 493 margins are flat. Why AI pilots stall before production, and the one workflow a CFO should fund first. What 36 domain-trained open-weight models show about training your own https://www.getsynos.ai/blog/domain-trained-open-weight-models https://www.getsynos.ai/blog/domain-trained-open-weight-models Wed, 21 Oct 2026 09:00:00 GMT Base model, training stages, data and benchmark gains for 36 open-weight models trained for law, finance, medicine, science, code, telecom and translation.