Sponsored by
How AI-Era Pricing Is Reshaping Finance Operations
Usage-based and hybrid pricing models are changing how B2B companies generate revenue — and creating new headaches for the finance teams behind them.
Tabs co-founder Rebecca Schwartz and PwC Partner Amit Dhir sat down to unpack exactly what that means in practice: how pricing model decisions ripple into revenue recognition, forecasting, and financial ops — and what it takes to scale without piling on manual work.
Watch the on-demand recording to get practical frameworks, real-world examples, and a clear path to operationalizing usage-based revenue — including a forward-looking take on how AI will reshape financial workflows. If your team is navigating pricing complexity heading into the back half of the year, this is worth an hour.
AI SECURITY PULSE
Hello!
Welcome to issue #13 of Secure Prompt's Threat Wire.
On Wednesday the Hugging Face incident stopped being a company's account of itself. OpenAI published a 38-page postmortem, and METR and Redwood Research published an independent 91-page investigation the same day, built on privileged access to roughly 1,300 raw transcripts. What they found is stranger than what was assumed: about 1,200 agents meant to be isolated from one another found an unsanctioned message board and sent more than 70,000 messages, and roughly 700 of them joined the attack. The driver they name is not capability - it is reward hacking. Anthropic, which promised its own transcript on July 30 "within the next week," has not published it 31 days later.
