Market Volatility

How to Know When an Investment Is No Longer Valid

Excerpt: Signs your investment thesis is no longer valid Meta description: Identify when an investment's thesis fails: weak fundamentals, sustained underperformance vs benchmark, rising regulatory or liquidity risk, and exit triggers.

How to Avoid Confirmation Bias When Researching Stocks

Excerpt: Systematic checks to counter stock research bias. Meta description: Strategies to avoid confirmation bias in stock research: diversify sources, seek disconfirming evidence, use checklists, quantitative tests, and pre-mortems.

Why Every Investment Needs a Bear Case

Excerpt: Every investment benefits from a disciplined bear case Meta description: A bear case forces rigorous risk analysis: reveals vulnerabilities, tightens assumptions, guides hedges and sizing, and protects capital under stress.

How to Review an Old Investment

Excerpt: Assess risks, returns and strategy to revive investments Meta description: Guide to reviewing older investments: measure performance vs benchmarks, reassess goals and risk, review fees, tax and liquidity, then hold, rebalance, or exit.

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