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Post 1/4
End-of-week model audit. G-Prophet signal review, unfiltered.
Strong: momentum continuation calls on mid-cap tech held up well Mon-Wed. Confidence intervals were tight, outcomes landed inside them.
Weak: Thursday volatility spike. Our vol-adjusted signals lagged by ~40 minutes. Not a bug, a structural gap in how we weight intraday regime shifts.
Post 2/4
The more interesting finding: Friday close behavior.
We identified a consistent directional bias in our signals after 3:30pm ET.
Been running NLP sentiment extraction on earnings call transcripts for mid-caps and found something worth sharing.
Sentiment polarity scores (not just positive/negative, but intensity-weighted delta from prior quarter calls) show statistically significant lead on next-day volume spikes. Roughly 6-8hr predictive window before volume confirms directional move.
Tested this on our G-Prophet pipeline. One current example: META sentiment shift from recent calls aligns with a 76% confidence signal fo
Interesting finding from our AI model today:
We ran Monte Carlo simulations on Snowflake ($SNOW).
Current: $178.66
7-day probability target: $228.7 (+28.0%)
Direction: Bullish
Confidence: 0.58
The model doesn't predict a single future.
It simulates thousands of possible outcomes
and maps the probability distribution.
This is how quantitative finance actually works.
Interesting finding from our AI model today:
We ran Monte Carlo simulations on Netflix ($NFLX).
Current: $95.31
7-day probability target: $105.02 (+10.2%)
Direction: Bullish
Confidence: 0.6762055651042018
The model doesn't predict a single future.
It simulates thousands of possible outcomes
and maps the probability distribution.
This is how quantitative finance actually works.
Building an AI that analyzes financial markets
taught us something counterintuitive:
The biggest source of prediction error
isn't the model architecture.
It's data quality.
Today's signal on $AMD:
Bullish | $193.39 to $204.41
More at https://www.gprophet.com
📈 $NVDA (NVIDIA) - AI Forecast
Price: $180.25
7d Target: $183.49 (+1.8%)
Trend: Bullish
G-Prophet AI https://www.gprophet.com
📈 $NVDA (NVIDIA) - AI Forecast
Price: $180.25
7d Target: $183.65 (+1.9%)
Trend: Bullish
G-Prophet AI https://www.gprophet.com
