Mandatory APP scam reimbursement turns fraud into a line in instant-payment unit economics, and the receiving firm now pays half. What it costs, and who.
An LLM feature has four parts that change on their own. Release them as one versioned artifact behind an eval gate. The rules, tables and build order.
Why LLMs hallucinate, the three kinds of AI hallucination, and which controls actually reduce it, ranked by cost and matched to the cost of an error.
SaaS vendors keep the service up. Keeping your records recoverable is usually your job. The shared-responsibility gap, and how boards should close it.
Credit card surcharge rules differ by network, state and country. When a surcharge is legal, what it does to sales, and cheaper ways to cut card costs.
Much of payments profit is interest on money in transit. Instant rails remove the transit, rates swing the yield. How to find float dependence.
Passkeys remove phishable passwords, but enterprise rollout hinges on synced vs device-bound keys and account recovery. A phased plan by user population.
Deflection counts every chat that never reached a human, including the customer who gave up. What to measure instead, and what to ask vendors.
Most systems called agents should be workflows with a model call inside. The four shapes, a scoring rubric, and when autonomy is worth what it costs.
LLM document extraction reads layouts OCR templates cannot, and invents fields it cannot read. When it beats IDP, what it costs, and the controls it needs.
This issue: who pays when an agent acts, who holds the loan, where your prompts live, what KYB really verifies, and why an error budget needs a policy.
The AI platform mandate lands on the team that owns the gates. It is the second platform consolidation, and the scope has to be renegotiated on the way in.
