Emerging technologies are driving a significant transformation in the financial services landscape, leading to innovative solutions that enhance operational efficiency and customer experience. Companies are adapting to this technological disruption by integrating advanced digital tools to stay competitive. The emphasis on innovation positions firms to capture new market opportunities, particularly in a rapidly evolving environment. However, this also necessitates ongoing investment in technology and skilled personnel as organizations strive to keep pace with advancements.

The price action of Taiwan Semiconductor Manufacturing (TSM) is impacted by broad market risk appetite, sector price trend, company-specific performance and market structure. The trend sentiment at 0.9 is bullish. The market sentiment at 0.9 is bullish. Trend sentiment measures the current trend of the stock price, and market sentiment reflects what market participants collectively think where the price will move next.TSM is likely to move up since both trend sentiment and market sentiment are positive. The positive sentiment force for sector is at 1, and the negative at -0.1 on 2025-12-29. The forces of Sentiment towards Fundamentals (3.7), Market Risk Appetite (1.1), Stock Price Trend (0.9), Sector Price Trend (0.4), and Price Level Sentiment (0) will drive up the price. The forces of Valuation Sentiment (-0.2), and Option Sentiment (-0.3) will drive down the price. The sentiment for Sector Price Trend is calculated based on the price trend of related sector ETF. The sentiment for Option Speculation is calculated from put/call ratio. The Risk Appetite is calculated from Bitcoin price trend. Price Level sentiment is positive when oversold, and negative when overbought. Valuation Sentiment, and Sentimentals towards Fundamentals are extracted from headlines and market commentary. All sentiment scores are normalized on a -10 - +10 scale. The price level reaches 100 at Bollinger upper band, and zero at lower band.

Earning Release: 2026-01-15 06:30, EPS: $9.63, P/E: 31.26

TSM
Date	Attention	Price	Price Level	Change	SMA10 Trend	Trend Sentiment	Hourly Trend	Hourly StdDev	Market Sentiment	Action	P	Fund.	News Sentiment
2025-12-29	0%(0%)	301.06	70	-0.62%	0.31%	0.9	0.03%	0.5%	0.9	Long	65%	3.7	-1
2025-12-28	0%(0%)					0.9	0.1%		0.7			4	-1
2025-12-27	0%(0%)					0.9	0.1%		0.7			4.1	-1
2025-12-26	0%(0%)	302.94	78	1.39%	-0.07%	0.9	0.1%	0.7%	0.7	Long	65%	4.5	-1
2025-12-25	0%(0%)					0.5	0.1%		1.2			4.2	-1
2025-12-24	0%(0%)	298.8	67	0.61%	-0.41%	0.5	0.1%	0.7%	1.4	Long	65%	4	-1
2025-12-23	0%(0%)	297	63	1.3%	-0.2%	0.6	0.1%	0.8%	1.2	Long	65%	3.6	-1
2025-12-22	0%(0%)	293.19	53	1.46%	-0.31%	0.2	0.14%	1%	1.5	Long	65%	3.6	-1
2025-12-21	0%(0%)					0.1	0.18%		1.4			3.6	-1
2025-12-20	0%(0%)					0.1	0.18%		1.6			3.1	-1
Long is the preferred trading strategy with 65% chance of being right. The trend sentiment plus market sentiment (moving force) is positive, and market sentiment change is positive. The price level is not too high. Wait action is recommended in three scenarios with either high uncertainty or high risk: 1. The trend sentiment and market sentiment are at the opposite directions. 2. Both trend sentiment and market sentiment are positive, but the price level is elevated. 3. Both trend sentiment and market sentiment are negative, but the price level is depressed. In an uptrend, as an investor, you may want to wait for the pullback to open long position. In a downtrend, the price will likely rebound after huge decline. As an investor, you may want to wait for the rebound to exit long position.
Market sentiment will accelerate the current trend when both trend sentiment and market sentiment are at the same direction. Market sentiment will generate volatility when it's at the opposite direction of the trend sentiment. News sentiment measures the daily emotion of the market. News sentiment may impact the daily price change while market sentiment is a more stable and consistent moving force.