Author: Coté
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Enterprise AI ROI strategy: do both individual productivity and new revenue sources
“The most important question for CFOs is not how much can the organization spend on AI, but whether those investments are being deployed in ways that reinforce the business’s core growth and value drivers,” said Carlsen. “Moreover, the near-identical amount of use cases for efficiency and productivity use cases between efficient growth firms and control…
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50%+ failure is normal
Analyst firm Gartner thinks at least half of all generative AI projects “will overrun their budgeted costs due to poor architectural choices and lack of operational know-how,” and most organizations that try to build custom models “will abandon their efforts due to costs, complexity and technical debt in their deployments.” Yes, and this matches decades…
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If speeding up coding was never the problem…then why are we spending money on speeding it up?
When it comes to measuring developer productivity driven by AI, we’ll probably land on the same conclusion as always: counting lines of code isn’t as useful as measuring the full cycle time from idea to code to delivery to a person actually using the app – lead time, concept to cash, whatever you want to…
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Elusive Enterprise AI ROI: No scaling, it’s not legible, lack of skills/need for training
Despite everything, reports are still that enterprise AI ROI is elusive. At the same time, for enterprise buyers, the bill is finally coming due for the past year of AI amazement. It’s not cheap. What’s up with this elusive enterprise AI? Gartner has some survey-driven theories for finance departments. One theory is that there actually…
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CEO Said a Thing: jobs apocalypse
It really, in both positive and negative ways, updated me to thinking that the jobs picture is likely to be very different than we thought. I don’t think we’re going to have the kind of jobs apocalypse that some of the companies in our space advocate or talk about.” Sam Altman From: ‘I’m delighted to…
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Enterprise AI Slop
People are using AI to generate too much work because they think they know what they’re doing: A growing body of work calls this output-competence decoupling. In any previous era, the quality of a piece of work was a more or less reliable signal of the competence of the person who produced it. A novice…
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Usually life hacks and productivity tips are the same old things, these are fresher
Stop brainstorming. There’s a mountain of research showing that team brainstorming doesn’t work. There are several reasons why, some having to do with unconscious conformity, others with fear of being judged, and still others with unclear norms. (For example, people are often told to say whatever comes to mind, but also not to criticize.) Some…
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The coming AI backlash: capital is not here to make friends
[O]ur fears of what AI will do to us are really just our fears of what capitalism is already doing. And: the threat isn’t so much that AI is inevitable as that the ongoing—and likely expanding—immiseration of workers is unstoppable. This is the subtext of the strange and conflicted messaging that we get from the…
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How do AI Layoffs Work? Some Speculation.
Via geralt on Pixabay When an executives says layoffs were driven by AI, what exactly is the AI doing that removes the need for those humans? Here’s some dog-walk speculation. Decks, Meetings, etc. All the prep work around The Meeting. Things like: the agenda, slides, the pre-read, notes during the meeting, and followup tracking. There’s…
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Patching CVEs at AI speed is a platform engineering problem
AI-assisted vulnerability discovery cut the gap from CVE published to weaponized exploit from weeks to hours. Quarterly patch windows and hand-rolled CVE spreadsheets are no longer a defensible posture.
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trying your best properly rated
widely accepted reading of the-west-wing, as such, is that of a liberal Fantasia, not because it depicts the Bartlet administration as being liberal, but because it depicts a world in which the best possible thing you can do is to try very hard to do the right thing — and the liberals, or really the…








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