Culture
Going on the Offensive With Creative Strategy 6 minutes read.
Roger Martin argues that new ideas and innovations should be pitched with an offensive approach rather than defending your stand based on past performance and behavior. Go deeper into why changing the status quo is critical and, if things go well, where the upside can change the business. He writes it so well: "Greek philosopher and father of data analytics, Aristotle, pointed out the limits of the technique he created. Data analytics is only helpful in predicting the future when we are fully confident that that future cannot be different than the past. Otherwise, according to its creator, data analytics is a deeply flawed methodology that should not be used. [...] When analytics ask creatives to prove a new idea in advance analytically, they are asking the creatives to do something that has never been done in the history of the world — good luck with that! [...] Have a competition of the logic of your innovation versus the status quo, not a competition between your idea and a logical fallacy."
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The Hidden Metric That Determines AI Product Success 9 minutes read.
If you're building AI products, this post by Assaf Elovic and the CAIR framework introduced there is a must-read and worth sharing with your teammates: "CAIR [framework] fundamentally changes how we evaluate AI readiness. Instead of only asking "Is the AI accurate enough?", we should also ask "Is the CAIR high enough for adoption?" [...] For product leaders, this insight is liberating. You don’t need to wait for perfect AI to create successful products. An 85% accurate AI in a high-CAIR design will consistently outperform a 95% accurate AI in a low-CAIR design in terms of user adoption and satisfaction."
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Ugly Code and Dumb Things 4 minutes read.
"Here [where the product is not the code], speed and iteration matter more than beautiful code or reusability, because success hinges on shipping something people want. [...] it took me years to fully realize what was happening here: reusability is not that important when you’re building an application, but it’s crucial when you’re building a library or framework." -- Armin Ronacher shares a great insight. What are you optimizing for?
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