Human-Machine Synthesis

The intersection of human cognition and machine intelligence

45 posts

The Ban List

The Ban List

Hand the model a list of phrases it must not use. It turns a vague complaint into a rule the machine can follow — and mine is at the bottom of this piece, all hundred and fifty lines of it, free to copy.

Show Me the Output
· Field Notes · CIqSi

Show Me the Output

Stop accepting reports. Ask for the artifact — the actual numbers, the actual error, the actual file — and the confident-sounding failure disappears.

Coach, Don't Play
· Field Notes · CIqSi

Coach, Don't Play

Be the coach, not the player. On taking the seat that directs a team of AI agents — and the practice it takes to get good at it.

Explain It Like I'm Five

Explain It Like I'm Five

Halfway through a long session, stop and ask for the five-year-old version. You find out whether you are still working on the same problem — and whether the reasoning underneath survives being said in short words.

Ask How First
· Digital Transformation · CIqSi

Ask How First

Before you ask a model to do the job, ask how it would do the job. You find out what it misunderstood, what it was about to assume, and occasionally that it knows a better route than the one you had in mind.

Say What's Wrong

Say What's Wrong

Losing your temper at a model does not produce a worse version of the same answer. It produces a different kind of answer — one built to end the argument rather than solve the problem.

Use a Tool
· AI & Machine Learning · CIqSi

Use a Tool

If you would reach for a calculator, tell the model to reach for one too. It cannot add reliably and it can write a formula that adds perfectly — and you get to keep the formula.