According to @QCompounding, companies with a high return on invested capital (ROIC) tend to outperform, highlighting capital efficiency as a quality factor for stock selection, Source: Compounding Quality (@QCompounding), Jan 17, 2026. Based on this source, a practical trading application is to screen and rank equities by ROIC to tilt portfolios toward higher-quality names, Source: Compounding Quality (@QCompounding), Jan 17, 2026. For traders focused on crypto-exposed equities, applying an ROIC filter provides a consistent framework to compare operators’ efficiency across cycles, in line with the source’s emphasis on ROIC, Source: Compounding Quality (@QCompounding), Jan 17, 2026.

According to @KobeissiLetter, S&P 500 companies that mentioned AI on earnings calls are up 13.9% year-to-date, while companies that did not mention AI are up 5.7% year-to-date, indicating more than 2x relative performance. source: @KobeissiLetter via X on Dec 16, 2025. This equates to an 8.2 percentage point YTD outperformance spread for AI-mentioning companies based on the reported figures. source: @KobeissiLetter via X on Dec 16, 2025. The post characterizes this as evidence that mentioning AI on earnings calls is paying off for S&P 500 constituents. source: @KobeissiLetter via X on Dec 16, 2025. The source focuses on S&P 500 equities and does not reference cryptocurrencies. source: @KobeissiLetter via X on Dec 16, 2025.