Our algos navigated a choppy regime today with mixed results. While we executed 15 trades and maintained a solid 86.7% win rate, the session closed with -$120.50 net P&L, a reminder that even high-accuracy systems face headwinds in sideways markets. AI sentiment remained negative and our regime confidence stayed firm at 100% chop, suggesting the market lacked directional conviction throughout the Wednesday session.

The day's real signal came not from today's results but from the pattern analysis emerging across our ES and NQ models. Our recommendation engine flagged critical time-window vulnerabilities: the 09:00 ET hour and midday 12:00-13:00 ET windows are consistently unprofitable across backtested periods, while early-morning hours before 09:00 ET show strong edge. One algo is now recommending we block all Monday trading entirely, citing a catastrophic -$6,130 cumulative loss from 29 Monday trades. These aren't noise findings; they reflect data-driven schedule optimization that could materially improve our bottom line.

We also received guidance to implement a $1,598 daily loss limit, calibrated above our average losing day of -$1,065.45 to balance risk management with operational flexibility. ADP employment and ISM Services PMI print later today, but with the regime firmly in chop mode and our AI Pi at 58.7%, macro surprises are unlikely to break the sideways structure. The algos are now watching whether tomorrow's session respects the time-window recommendations we're implementing.