Culture
"Why Don't Our Leaders Care About How We Work?" 6 minutes read.
"You can go a long way in keeping your own private document of how things work. Build it to the point where you can share it and see what happens. Sometimes, the big blocker was someone taking the stubborn time to shine the mirror back on the company." -- This advice is important, as the blocker can also be someone who doesn't understand the pain or problem.
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A Field Guide to Rapidly Improving AI Products 16 minutes read.
"The "tools first" mindset is the most common mistake in AI development. Teams get caught up in architecture diagrams, frameworks, and dashboards while neglecting the process of actually understanding what’s working and what isn’t." -- Hamel Husain covers so many helpful tips on how to address adoption with value creation for AI products. I highly recommend watching "error analysis in action" (live walkthrough) that they share on the post to narrow down on specific failure scenarios (building your data viewer is golden) and make your product more useful for real needs your users are struggling now with.
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The Power of Defining the Problem 4 minutes read.
Annie Vella's takeaway is critical for mature enough (requirements) and critical systems. Often, you don't know the problem and need to iterate enough times to observe usage and failure scenarios to better define the needs. Once you have a solid understanding, taking the time to define the problem clearly will save you months, if not years, of trial and error: "Whether we’re debugging a piece of software or optimising a process, we need to look at how each part interacts with the others - and how the system as a whole interacts with the larger environment it’s a part of. Only then can we fully understand what we’re working with. [...] In the world of software development, where speed and agility are prized, it’s tempting to jump to the solution. But if we pause - if we spend that crucial moment, as Einstein suggested, defining the problem thoroughly - we can ensure that our solutions are not only quick but also meaningful and lasting."
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