cost-controls
Everything on Ground Truth tagged “cost-controls” — 3 items.
Simon Willison calls for default spending stops as AI agents keep the meter running News
Simon Willison called for default hard spending caps, while provider documentation shows that alerts and enforced usage stops remain distinct controls.
Oscilloscope Diffusion turns existing movement into AI-stylized video with an approved budget News
Uisato Studio’s hosted Oscilloscope Diffusion reinterprets existing video through AI while retaining source movement as guidance and reserving an approved rendering budget.
Oscilloscope Diffusion Tool
Hosted source-guided video treatment with an approved rendering budget; jobs run offline rather than as live effects.