https://ramanbhalla.com/tags/ai/ Recent content in Ai on Connected Boxes Hugo en-us Mon, 05 Oct 2026 10:00:00 +1000 https://ramanbhalla.com/posts/post10-ai-in-spf/ Mon, 05 Oct 2026 10:00:00 +1000 https://ramanbhalla.com/posts/post10-ai-in-spf/ <p><strong>TL;DR:</strong> As Scam Prevention Frameworks roll out, telecom and financial institutions face a massive operational challenge: complying with extensive obligations across six principles while adversaries use automated tooling to operate at machine speed. In this post, I examine where AI, ML, and autonomous agents genuinely fit across the framework, and why their success depends on wrapping probabilistic systems inside strict deterministic boundaries.</p> <hr> <p>We have been spending a lot of time whiteboarding compliance architectures for the new <strong>Scam Prevention Frameworks (SPF)</strong>.</p>