We weigh the promise and peril of the AI agent economy, pressing into how overprovisioned non-human identities, shadow AI, and SaaS integrations expand risk while go-to-market teams push for speed. A CMO and a CFO align on governance-first pilots, PLG trials, buyer groups, and the adoption metrics that sustain value beyond the sale. • AI adoption surge matched by adversary AI • Overprovisioned agents and shadow AI in SaaS • Governance thresholds before budget scale • PLG trials, sandbox, and...
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We weigh the promise and peril of the AI agent economy, pressing into how overprovisioned non-human identities, shadow AI, and SaaS integrations expand risk while go-to-market teams push for speed. A CMO and a CFO align on governance-first pilots, PLG trials, buyer groups, and the adoption metrics that sustain value beyond the sale. • AI adoption surge matched by adversary AI • Overprovisioned agents and shadow AI in SaaS • Governance thresholds before budget scale • PLG trials, sandbox, and...
Why You Can't Build Sovereign AI Alone/David Keane, Akash Agarwal, Abhi Ingle - SCX.ai, SambaNova, Australia ~ Spark of Ages Ep 50
Spark of Ages
1 hour 8 minutes
2 weeks ago
Why You Can't Build Sovereign AI Alone/David Keane, Akash Agarwal, Abhi Ingle - SCX.ai, SambaNova, Australia ~ Spark of Ages Ep 50
Australia needs control over its intelligence layer, not just its data. We explore SCX’s sovereign AI cloud, Project Magpie’s cultural reasoning, and why inference economics and time-to-market beat hype-driven buildouts. • sovereign AI as control and context, not just security • SCX’s inference cloud and partnership with SambaNova • Project Magpie fine-tuning the reasoning layer for Australia • training vs inference split to optimize cost and speed • tokens per kilowatt as the core unit econ...
Spark of Ages
We weigh the promise and peril of the AI agent economy, pressing into how overprovisioned non-human identities, shadow AI, and SaaS integrations expand risk while go-to-market teams push for speed. A CMO and a CFO align on governance-first pilots, PLG trials, buyer groups, and the adoption metrics that sustain value beyond the sale. • AI adoption surge matched by adversary AI • Overprovisioned agents and shadow AI in SaaS • Governance thresholds before budget scale • PLG trials, sandbox, and...
