The Ledger

Every statement that passed quotation and attribution checks. Mix any filter with any other: certainty 1/5, debate potential 5/5, or both at once.

clear all ✕

why aren't all 2 resolved? a statement only gets an assessment when the public record can support or contradict it. opinions and what-ifs never can, and 0 checkable ones are still open, waiting for their date. predictions held up or didn't; assertions are supported or contradicted. on every card: ▮▮▮▮▮ certainty · ▮▮▮▮▮ debate potential. speakers are clickable

Opinion
Kumar: No vendor has yet holistically solved AI agent data lineage
“I think that is very early days. I don't think anybody has really tackled this holistically yet, but this is I think important.”
Poojan Kumar May 10, 2026 ▶ 15:32 How Poojan Kumar Used “Discontinuity” to Sell Two Startups | Nutanix ($12B) & Commvault ($4B)
Insight
Agarwal: Enterprises cannot safely deploy unmanaged MCP servers to production
“You can't have an MCP server in production because security team is coming and telling you, oh, what if this MCP server is malicious tomorrow? How do I shut it down? Because I now have thousand engineers all using this MCP server on their cloud code. I can't g…”
Rohit Agarwal Mar 19, 2026 ▶ 1:10:50 Which AI Model are companies actually Paying For in 2026? | Rohit Agarwal, Portkey
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