provenance governance

Google’s Nano Banana, OpenAI’s GPT‑4o image mode, Midjourney V7, Seedream 4.0, Ideogram 3.0 and a handful of newer specialist models have reshaped the AI image landscape in 2025 — not just by improving fidelity, but by turning image editing into a conversational, iterative workflow that can fit...

Microsoft’s Copilot can speed through drafting, summarizing and spreadsheet work with alarming fluency — and that fluency is exactly why hallucinations (confidently wrong answers) are both dangerous and stubbornly persistent. Recent research from OpenAI shows hallucinations aren’t merely...