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AI Ready Roundtable

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12 contributions to AI Ready Roundtable
Anthropic squeezing more juice from top performers.
https://www.anthropic.com/news/claude-code-security Everyone always wants to clone their best employees. Unfortunately, that's not legal - but expanding their workload/output with AI resources and training offers a strong alternative. I have cases where throwing more people at a problem doesn't solve the issue, as a new person takes too long to get up to speed, no matter how talented they are. Tools like these are inevitable - and acquiring the people who know how to use them, or giving our top performers some time to learn, are what we've decided to focus on. I believe that AI will have a correction, but not at the magnitude of .com. I hope that I'm not wrong by going "all in" and jumping on this bandwagon. Any thoughts before I chug this Kool-aid? I did predict Canada wrong in hockey. 🤷‍♂️
0 likes • 13d
@Jeff Hyman I have one engineer that has been with me for 30 years (he’s still under 50 - started as a college intern). He’s fighting things a little and also creating a bottleneck as he’s a mentor to others on the team. Is it time to part or do I risk losing tribal knowledge?
0 likes • 13d
@Jeff Hyman cool. Thanks.
Amazon Tracking Employee Usage of AI
Interesting Article from the Information: "Amazon is among a growing list of tech giants that are tracking workers’ internal AI usage and using it as a factor in decisions on pay and promotions." Amazon prides itself on being data obsessed, and its approach to tracking its own employees’ use of AI has been no different. Amazon has been using an internal system called Clarity to track how often employees use AI tools in their work, two people with knowledge of the tracking said. (Clarity also tracks other things about employees, such as in-person office attendance, the people said.) That includes data on overall AI usage by team and—for at least some managers—details on which AI tools people are using, including Amazon’s coding tool, Kiro. Amazon says it encourages employees to use its in-house AI tools as well as certain approved tools made by other companies. "Understanding how employees adopt new technology helps us support them in using the latest tools to innovate in their day to day and deliver for customers,” an Amazon spokesperson said. “We focus on AI adoption and sharing best practices to celebrate innovation and operational efficiency gains across the company—whether that’s during a review process or throughout the year.” Apart from tracking time spent on AI tools, some leaders in Amazon have been asking for more details on how employees are using AI to work more efficiently. That includes the company’s supply chain optimization technology team, known as SCOT, which has played a key role in managing costs in Amazon’s massive retail and logistics business, such as figuring out how to balance speedy delivery with keeping fulfillment costs low.
1 like • 13d
@Steve Carlin Thanks for this - insightful. This sheds light on not only rating employees, but on the quality of the bosses as well. Staying on top of how things are used and replicating successes is how we improve on all levels. With so much not known and variables changing hourly, it is wise to encourage employees to test going further out on the branch to see if it holds (as a leader shouldn't have the time). But the leader should provide the safety net when the branch breaks and no discipline errors on people being trailblazers. So, thanks again, as I'm hiring leaders at this time and this sheds more light on that perspective as well.
Your email "really need a gold medalist?"
@Jeff Hyman Great insight, thanks for sharing. You uncovered a few other things here when I read between the lines. As a small company, it is difficult to attract 10's when competing against the big guys. We're always looking for that prodigy and this makes you step back and focus on the deep bench as you state. Also, Norway has such a small population compared to their results. It reinforces that the right strategy can give a smaller company the edge. Also, are there really any 10's available in AI anyway? Does anyone know what that is? Take your advice and focus on the DNA and the AI is a bonus. I'm about to lose some friends and this will be my jinx - thankfully Norway doesn't focus on hockey...Go Canada!
Your email "really need a gold medalist?"
Call for speakers - AI and writing (all genres), 22 Feb, SoCal
Hi folks I'm the Vice President of GLAWS.Org, the Greater Los Angeles Writer's Society. We do "Special speaker events" once a month, where we help people with the craft and business of writing. "Writing helping writers". Unfortunately, I've had a speaker drop out so I could use some experts that could talk on AI and writing in person in SoCal (Sherman Oaks) for an hour or two. This month, next Sunday the 22nd, we are hosting a free, in person panel in Sherman Oaks on AI and the Singularity. It'll start at 2:00PM. I'll give an overview of AI and the Singularity for about an hour, then we'll do a round table type discussion. We'll finish up by about 5, although we have the space all day. Street parking is free, and for a speaker I think the host can get you into the parking garage (tbd). You are free to market your services to the writers who attend, and I can send a bio and contact info to our large mailing list as a gesture of appreciation; we don't charge admission so there's no speaker's fees (yet) Please email me at info@glaws.org if you're interested. Thank you
1 like • 19d
@John Gwinner , just sent a candidate your way "Josefine Fouarge" that may be a fit on such short notice. She is involved in this world and is deep into AI.
1 like • 18d
@John Gwinner just talked to Josefine. It looks like she will be filling the void. Glad to see it worked out and that these types of groups can deliver. Best of luck with your event this weekend.
Interview Questions regarding AI
Any good questions to ask during interviews regarding AI? I’ve asked: What are your thoughts on AI? What tools do you use? why? How would you mentor other team members in this direction? What would you do with the ones that don’t follow? How do you continue educating yourself? These are kind of “Miss America” type questions that can be answered with fluff or a quick Google/AI search. Are there any suggestions on questions (or follow-on questions) that can help determine that they’re speaking on actual practice and not theory? I want to learn what they actually know, not what they think I want to hear them say. Thanks in advance.
0 likes • 19d
@Jeff Hyman great document/resource. Thanks for uncovering it for me. It almost looks like you just custom wrote it to answer my question. I guess I'm not that unique! 🤣
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Michael Andrews
2
10points to level up
@michael-andrews-5376
Executive in the data security software industry for over 25 years. SaaS and Product Led Growth pioneer, Investor, creative thought leader & cool guy

Active 9d ago
Joined Jan 15, 2026
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