A production AI feature needs more than access to GPT-4
Getting access to an API can feel like the end of a project when it is really the beginning of an operating decision.
THE NOESIS JOURNAL
AI & Machine Learning
Read the article: A production AI feature needs more than access to GPT-4
Function calling gives AI a route to your systems—not permission to act
Asking a chatbot to explain an order is one thing.
GPT-4 arrives: start with a task you can check
A model that writes a convincing answer is not necessarily a model that knows your returns policy.
ChatGPT is a good place to explore a question before you trust an answer
The new conversational research preview can help shape a brief. Its fluent replies still need facts, context and a person making the decision.
A transcript becomes useful when someone can get back to the moment that matters
Whisper opens new possibilities for turning speech into text. The most valuable product may be a reliable way to find, check and use a…
A useful AI image starts with a brief that survives the first attractive result
DALL·E’s beta broadens the creative experiment. A written brief helps a team choose an image for the job, rather than for the surprise.
A generated image can be beautiful and still answer the wrong brief
Imagen’s language-alignment research highlights a practical review problem: inspect the details that carry the meaning, not only the overall impression.
AI-generated images belong on the moodboard before they belong in a product catalogue
The DALL·E 2 research makes visual exploration exciting; an image used as evidence of a real product has a different job.
InstructGPT makes following a request easier to discuss, but correctness still needs a test
January’s human-feedback research is a prompt to evaluate language models against real tasks and explicit review criteria.