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🗳️ First Live Session Survey!
We’re planning upcoming live sessions and want to make sure it’s focused on what you want most. - What topic would you like us to cover? - Drop real use cases — we may build around them. 👉 We’ll run sessions on the top 2 choices first.
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🌀AI Quirks — Why AI Sometimes Ignores Your First Instruction
✨ The AI Quirk: You give AI a clear instruction at the start of a prompt… but the response seems to ignore it completely. Even stranger, if you repeat the instruction later in the prompt, suddenly the AI follows it perfectly. ✨ What’s Going On: - Large language models weigh instructions "based on proximity and clarity" within the prompt. - Instructions buried early in a long message can lose influence once the model begins predicting the response. - The model often prioritizes "the most recent instruction signals" it sees. - If a prompt contains mixed signals (examples, context, and instructions together), the model may treat the first instruction as "background instead of a rule". Example: You start with: 1) Write this in bullet points. 2) Then provide a long paragraph of context. The model may treat the context as the main task and default to paragraphs. But if you end the prompt with: “Use bullet points for the final answer”, the output suddenly follows the rule. ✨ What To Do If You See It: - Place "critical instructions at the end of the prompt". - Separate instructions from context using spacing or labels. - Repeat important constraints when precision matters. Try this prompt: “Using the context above, produce the final answer in bullet points only.” ✨ Why This Happens: AI isn’t reading instructions like a human would. It’s predicting the next most likely text — and "AI tends to pay the most attention to the instructions it sees last." ✨ AI Bits & Pieces — helping people and businesses adopt AI with confidence.
🌀AI Quirks — Why AI Sometimes Ignores Your First Instruction
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🪙 #WTT: When Claude Cowork Wakes Up Drinks Your Tokens (like Coffee)
I’ve been cruising along lately, just loving life with Claude Code, but I recently got absolutely humbled by Cowork. I’ve actually made up a new acronym for the event: WTT. The reality is, I’m not quite productive enough on Code yet to justify dropping $100 or $200 a month in tokens. So, I’ve been managing my token "allowance" like a kid who gets $5 a week when candy bars cost $2. Everything was going great until a buddy asked me to show him the ropes on Cowork. Being confident (and perhaps a bit too proud), I said, "Sure!" I didn't mention I’d never actually run this specific workflow before. I figured—how hard can it be? I set up a scheduled task to roll through my Gmail account and give me a daily briefing. Awesome. Easy. Total "Pro" move. So, I’m showing off, doing this very impressive demo for him, and I hit "Run Now." I’m leaning back, like: "Look, you can see it thinking... it’s reading the email, producing the brief, preparing the summary..." DONK. 💥 OUT OF TOKENS! WTT (What the Token?!) And then it hits me: I cannot Code. I cannot Chat. I cannot Cowork. #WTT Thinking on my feet, I started to explain, "You see, managing tokens is just a sophisticated part of the LLM lifestyle," all while seething under the covers. So, that was yesterday. I decided to shrug it off, tough it out, and wait for the rolling reset while I slept. ☀️ The next morning, I was all fired up to get back into Claude Code to build my slick new app. I sat down, opened the terminal, and... DONK. 💥 OUT OF TOKENS! #WTT Then It hit me... 🤖 Claude Cowork had woken up before I did. It chewed through my entire brand-new allowance of tokens just before I was all fired up to "Claude Code.". I cannot Code. I cannot Chat. I cannot Cowork. #WTT The ultimate irony? I couldn’t even grammar-check this post in Claude. I had to go over and do it in Gemini! LOL. #WTT @Matthew Sutherland @Nick Mohler @Usman Mohammed @John Romano
🪙 #WTT: When Claude Cowork Wakes Up Drinks Your Tokens (like Coffee)
Sharing my notes on Retell AI Post-Call Analysis 📄
I know a lot of us are working on voice agents and trying to figure out the best way to analyze our calls. I spent some time researching and organizing my thoughts on this (Well using AI to do that), and I created a step-by-step guide (AI Again) on setting up a clean, useful Google Sheet for tracking lead outcomes. It’s just a collection of what worked for me ( AI gave me a whole blog so I thought I should share it) , written in a simple way. If you’re looking for a starting point or just want to compare notes, you’re welcome to use it! Hope it brings some value to your day. 😊
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Sharing my notes on Retell AI Post-Call Analysis 📄
How much do students use AI at Yale for school work?
I read an article titled “how much do students at Yale actually use AI for school work? There was a study done using Fizz, an anonymous polling app. So, the question was presented and thousands of students responded and the results were remarkable to anyone who has preconceived ideas about the way Yale students learn. 75% reported using ChatGPT. More than 1/3 admitted using it to write essays. 25%reported using it to complete half their academic work. Later they polled an additional 400 students about whether they knew about Yale’s official artificial intelligence guidelines, which can be found on the website of the university’s Porvoo Center for Teaching and Learning. Eighty-eight percent were unaware of them. In the process of researching the story, they found more Fizz polls other students had conducted. In one of them, more than 3,000 students, or nearly half the undergraduates at Yale, responded. Eighty-four percent reported using ChatGPT, an even higher percentage than my earlier polls suggested. I use ChatGPT to edit my stories for my book, so I found this article interesting and wanted to share it.
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AI Bits and Pieces
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Build real-world AI fluency to confidently learn & apply Artificial Intelligence while navigating the common quirks and growing pains of people + AI.
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