@Bengiyai@x_insider4 To check if the Al is actually calibrated, we measure its expected calibration error (ECE). We look at how often its 90% confidence predictions are actually right. If it gets cocky without the precision to back it up, we feed it more backtesting data until it learns humility.
ok so i've been going down a rabbit hole this week π±
saw @x_insider4's guide on running a trading desk with a few AI agents, each with its own job, plus one "judge" that only talks in probabilities. the part that got me wasn't the hype, it's the rules: 4 closed questions before every buy, fixed rules instead of vibes, and checking every Sunday if the judge is actually honest.
i've been using @bot to help me think through my own version: what each agent should do, what the rules should be, where it can break. honestly it's saving me hours.
the video is my concept of what the control room could look like. not live, not real money, just the idea i'm building toward. next step is paper trading, and if it survives that, i'll post real numbers, wins and losses both.
would you trust a bot desk with your trades? and which role would you hand over first? π
$500 β $11,101 in 5 days.
my Grok memecoin desk got a 7th seat: Jev. it can't talk. it answers 4 closed questions with probabilities, and nothing gets bought below the gate.
full setup below. save it. https://t.co/bGgKAjWZ8S
$500 β $11,101 in 5 days.
my Grok memecoin desk got a 7th seat: Jev. it can't talk. it answers 4 closed questions with probabilities, and nothing gets bought below the gate.
full setup below. save it. https://t.co/bGgKAjWZ8S
@elonmusk@bot Custom memory controls & smoother multimodal input processing.Being able to pin custom system prompts for daily research workflows would be
hugeβοΈππ₯
Working on an autonomous trading system
this is the dashboard concept i'm building toward. 5 bots, each with its own rules, one desk.π»
will share real results once it's live on paper trading.π€
The best trades usually happen when you're patient enough to do nothing at all.
Overtrading kills accounts faster than bear markets.
Wait for the setup, manage risk,
yield, chill
Work work work work π