Information
Data with context, structure and meaning added, so a person or a system can use it. 47 returns this week, against a weekly average of 30. Now it says something. For an AI engine this is the unit that gets retrieved, weighed and quoted, and its value depends on more than being correct: how current it is, how complete, how densely packed with facts, and whether it connects to anything else.
Search is knowledge synthesis now.
…not a ministry: high baseline authority only opens the door. It doesn't put your information into the answer. That last step is decided by how extractable your facts are, and it's the same step for everyone. In short: three dimensions, in order of leverage: Cut the…
Attention Is All You Need – why transformers changed artificial intelligence
…memory. With short sentences this wasn’t much of a problem. With longer documents, information from the beginning of the text gradually faded away. The first attempt to solve this were Recurrent Neural Networks (RNNs). Their core idea was simple: the model processed…
Can Controlled Access to Advanced AI Make Cybersecurity Safer?
…shortly after defenders do, the value of that lead diminishes rapidly. Third, the information generated by the model would need to remain sufficiently contained. This does not necessarily mean preventing every leak forever. It means maintaining enough control for…