Companies are struggling with AI for a simple reason. AI predicts. Workers work. We keep buying the first and managing it as though it were the second. That sounds like a small language problem. It

Continue readingAI Predicts. Workers Work.

The most common question about artificial intelligence is: What can it automate? Can it write the report? Answer the customer? Analyze the contract? Schedule the meeting? Update the record? Produce the code? These questions matter.

Continue readingWhat Will AI Absorb?

Imagine an e-commerce business processing one hundred orders a day. Almost everything is automated. The store accepts payments. It checks for fraud. It calculates sales tax. It updates inventory. It produces shipping labels. It sends

Continue readingAutomation Gives You a Dashboard. Absorption Takes It Away.

As execution becomes cheap, deciding what deserves attention becomes valuable. Software can process thousands of payments, records, messages, and updates. Artificial intelligence can interpret less structured work and act across a wider range of variation.

Continue readingThe Exception Is the Product

Software companies often claim to eliminate the need for a dashboard by sending notifications instead. You no longer have to visit the system. The system comes to you. This can be convenient. It can also

Continue readingNotifications Are Just a Dashboard Broken Into Pieces

The chat window may be remembered as one of the great transitional interfaces. It gave ordinary people access to machine intelligence without asking them to program a workflow. Describe an outcome, ask a question, provide

Continue readingThe Chat Window Is Not the Future of AI

The history of software can be understood as a progression in what the human must specify. First, we specified the steps. Then, we specified the outcome. Next, the system will predict which outcome is needed

Continue readingThe Progression From Instructions to Prediction

Software companies know how to measure labor saved. Time per task. Transactions per employee. Cost per ticket. Orders per operator. Reports produced per week. These measures reveal execution efficiency. They do not tell us whether

Continue readingHow to Measure Attention Returned

The easiest way to imitate absorption is to hide the interface. Remove the controls. Suppress notifications. Make decisions automatically. Tell users the system is intelligent enough to handle everything. The process becomes less visible. Attention

Continue readingNo Fake Absorption

Attention is expensive, but that does not make attention the enemy. The purpose of absorption is not to create a life in which nothing demands consciousness. It is to protect consciousness for the moments in

Continue readingSome Things Should Never Be Absorbed