AI transparency will not be solved by a small icon under an image. Organisations will need provenance metadata, signatures, watermarking, verification tools, human review and audit evidence.
Read article →AI can generate working applications quickly, but functionality is not the same as security. The next challenge is proving that AI-generated systems are hardened, compliant and trustworthy enough for production.
Read article →The future of AI will not be decided only by larger models or longer context windows. It will be decided by the engineering process around them: workflow, memory, rules, verification, review and evidence.
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