A guy who spends his evenings playing an AI-driven fantasy game told his cousin, a construction project manager, about a frustrating session where the game’s quest description was so vague, “help the village,” no specific task, no clear success condition, that he wandered around for twenty minutes doing essentially nothing productive before giving up and reloading an earlier save. His cousin laughed for a very specific reason. She’d just spent her morning dealing with almost the identical problem, a subcontractor standing around a job site for an hour because the instructions he’d been given were just as vague, “handle the electrical,” with no specifics about which outlets, which rooms, or what standard the work needed to meet.
Vagueness produces the exact same paralysis whether the stakes are a fictional village or an actual building, and that’s worth taking seriously.
Fantasy Games Fail Without Clear Objectives, Even Adaptive Ones
An AI fantasy game can generate genuinely responsive, adaptive narrative based on a player’s choices, but that adaptability only works well when the underlying quest structure gives a player something concrete to actually pursue. A quest that’s too open-ended, “explore the world” with no specific goal, tends to produce exactly the kind of aimless wandering the cousin’s boyfriend experienced, technically free to do anything, practically able to do nothing meaningful because there’s no clear marker of what success would even look like.
The games that work best strike a careful balance: enough specificity to give a player an actual objective, enough flexibility to let the AI adapt the path there based on unexpected choices. Pure openness without any anchor isn’t freedom. It’s just confusion wearing a more interesting costume.
Construction Work Orders Solve the Identical Problem
What is work order in construction, at its core, is the answer to exactly the ambiguity that stalled that subcontractor for an hour. A proper work order specifies the exact task, which outlets, which rooms, which code requirements apply, who’s responsible, and by when, removing the guesswork that turns a simple job into wasted standing-around time.
The project manager’s frustrating morning happened precisely because the instruction given wasn’t actually a work order in any meaningful sense. It was the construction equivalent of “help the village,” technically pointing in a direction, giving nobody enough specificity to actually start working confidently. She rebuilt her team’s process shortly after, requiring every task, no matter how small, to include specific location, scope, and deadline before a subcontractor was dispatched. The standing-around problem largely disappeared once instructions actually contained something concrete to act on.
Both Failures Come From Confusing Flexibility With Clarity
There’s a tempting but mistaken belief that vague instructions leave room for more creative or flexible execution, whether that’s a game designer trusting players to find their own path, or a project manager trusting a subcontractor’s experience to fill in unstated details. In practice, both settings show the opposite is usually true. Genuine flexibility comes from clear objectives paired with room to adapt the approach, not from ambiguous goals that leave someone guessing at the target itself.
A good quest gives a player a specific thing to accomplish while leaving the method flexible. A good work order gives a subcontractor a specific scope while leaving the execution approach to their expertise. Neither example removes flexibility by being specific. Both actually enable it, by removing the wasted effort of figuring out what’s even being asked.
Specificity Costs Almost Nothing to Provide and Saves Considerable Time
Writing a genuinely clear quest description takes a game designer only marginally longer than writing a vague one. Writing a genuinely detailed work order takes a project manager only marginally longer than scribbling a vague instruction on a sticky note. In both cases, that small upfront investment in specificity prevents a much larger cost downstream, wasted player time reloading a frustrating session, wasted labor hours standing around a job site waiting for clarity that should have existed from the start.
Neither Problem Requires More Sophisticated Technology to Solve
It’s worth being honest that neither of these failures gets fixed by a fancier AI system or a more advanced project management platform on its own. An adaptive AI storytelling engine still produces a frustrating experience if the underlying quest design is vague. Sophisticated construction software still produces confusion if the work order entered into it lacks actual specificity. The technology can support good clarity. It can’t manufacture clarity that was never actually written into the instruction in the first place.
What the Cousin and Her Boyfriend Actually Discovered Over Dinner
Neither of them expected their evening hobby and her actual job to have anything in common. But both experienced the identical failure from opposite directions: an instruction vague enough to technically exist while offering nothing concrete enough to actually act on. The fix in both cases wasn’t more advanced technology or more elaborate systems. It was simply writing the specific details down clearly before handing the task to anyone, whether that task involved saving a fictional village or wiring an actual room.
