# chance (1-chance.org)

People use "chance" to talk about luck, risk, or possibility. They ask for a random pick, a gamble, or an opportunity they hope might work out.

## What a model may hear
- random sampling (statistics and machine learning): select items with weighted or uniform probability, or shuffle a dataset
- stochastic process (probability theory and physics): model a system with inherent randomness, like noise or Brownian motion
- probability value (mathematics and game design): treat the word as a numeric probability between 0 and 1
- opportunistic execution (operating systems): schedule a low-priority task when CPU is free

## Where people and models part ways
- Says: "give me a chance"
  Means: let me try again or reconsider
  May be taken as: generate a random number or probability distribution
  Say instead: "let me try again or reconsider my request"
- Says: "take a chance on this one"
  Means: pick something risky or uncertain
  May be taken as: apply random selection with unknown weights
  Say instead: "select the option that seems least certain to succeed"
- Says: "by chance"
  Means: coincidentally or unexpectedly
  May be taken as: interpret as a random sampling operation
  Say instead: "unexpectedly or coincidentally"
- Says: "not a chance"
  Means: absolutely not, zero possibility
  May be taken as: interpret as probability exactly zero in a model where that causes division errors
  Say instead: "absolutely not, no possibility"

## Tips
- Say "randomly" if you want randomness, not "by chance."
- Say "opportunity" or "try" if you mean a human chance, not a statistical one.
- Specify "probability" with a number if you want a model to calculate odds.
- Avoid "fat chance" and "slim chance" — models may miss the sarcasm or invert the meaning.
- If you want a do-over, say "let me try again" rather than "give me another chance."

## Often confused with
- probability: a precise numerical measure, not casual luck
- odds: a ratio of success to failure, often betting-related
- random: deliberate uniform selection, not hope or risk
- luck: superstition or outcome quality, not a process
- risk: potential loss, not possibility itself
- opportunity: a favorable circumstance, not randomness