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Latest / Decoded Signals

The Context Advantage of AI Tools

Note: This episode is from an earlier version of the show. To hear where Decoded Signals is now, start with Episode 1.

Context isn’t a feature—it’s a multiplier. Only if you’re consistent.

This week, multiple AI platforms introduced deeper “context-aware” features—tools designed to reason across long-term user data instead of isolated prompts.

Rather than reacting to announcements, this episode steps back to ask a quieter question: who does persistent context actually benefit?

Context compounds only when intent is continuous. For casual users, it fades into novelty. For builders…

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