“Something big is happening” by Matt Schumer My two concerns w the article & a real-life story 1- the article suggests that models no longer hallucinate. That’s not true. It’s very important that we all remember that hallucination is actually an inherent property of the AI models we have today. Yes, we have a lot of mitigation techniques, but *they still do happen*, even with the most capable models. Knowing what causes hallucinations and when/where they are more likely to occur is highly recomm
2:13
“Something big is happening” by Matt Schumer My two concerns w the article & a real-life story 1- the article suggests that models no longer hallucinate. That’s not true. It’s very important that we all remember that hallucination is actually an inherent property of the AI models we have today. Yes, we have a lot of mitigation techniques, but *they still do happen*, even with the most capable models. Knowing what causes hallucinations and when/where they are more likely to occur is highly recomm
2.2K views2 months ago
TikTokharpercarrollai
How to boost AI model accuracy with step-by-step prompting | Harper Carroll posted on the topic | LinkedIn
How to boost AI model accuracy with step-by-step prompting | Harper Carroll posted on the topic | LinkedIn
31 views9 months ago
linkedin.com
New “reasoning” models are causing a major buzz in the AI / LLM (Large Language Model) space. These models are designed to enhance complex problem-solving by explicitly “thinking” through steps, often showing their “work” and improving accuracy on tasks like math, coding, and logic. While “thinking” tokens don’t solve the problem of interpretability, it might give some useful insights about the structure of the model’s reasoning. As says, “the model still remains a black box… much like our own m
1:46
New “reasoning” models are causing a major buzz in the AI / LLM (Large Language Model) space. These models are designed to enhance complex problem-solving by explicitly “thinking” through steps, often showing their “work” and improving accuracy on tasks like math, coding, and logic. While “thinking” tokens don’t solve the problem of interpretability, it might give some useful insights about the structure of the model’s reasoning. As says, “the model still remains a black box… much like our own m
10 months ago
TikTokharparcarrollai
Introducing: 10 Days of AI Basics! Day 1: What is AI, and how does it relate to ML (machine learning)? This is, by far, the most requested series, so I’m really excited to begin! if you don’t know me, I’m Harper, and I received my Bachelor’s and Master’s degrees from Stanford University in computer science in artificial intelligence. I have always loved to teach, and at Stanford I TA’d multiple computer science courses, including a PhD-level core AI course, Decision Making Under Uncertainty. I w
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Introducing: 10 Days of AI Basics! Day 1: What is AI, and how does it relate to ML (machine learning)? This is, by far, the most requested series, so I’m really excited to begin! if you don’t know me, I’m Harper, and I received my Bachelor’s and Master’s degrees from Stanford University in computer science in artificial intelligence. I have always loved to teach, and at Stanford I TA’d multiple computer science courses, including a PhD-level core AI course, Decision Making Under Uncertainty. I w
84.2K viewsMar 13, 2024
TikTokharpercarrollai
What’s smarter than AGI? And no, it’s not ASI! Here’s my (very different) take on the tech ( we define it!) . . . Hi, I’m Harper, AI educator, engineer and advisor. ••• My goal is to democratize AI, so everyone can understand it, use it, and make informed decisions about it. Happy you’re here. ••• Join us here if you want to learn about AI, and let me know in the comments if there’s anything specific you want to learn about. #aieducator #airesearch #advancedai #aiexpert #aiforall #aiforgood #tec
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What’s smarter than AGI? And no, it’s not ASI! Here’s my (very different) take on the tech ( we define it!) . . . Hi, I’m Harper, AI educator, engineer and advisor. ••• My goal is to democratize AI, so everyone can understand it, use it, and make informed decisions about it. Happy you’re here. ••• Join us here if you want to learn about AI, and let me know in the comments if there’s anything specific you want to learn about. #aieducator #airesearch #advancedai #aiexpert #aiforall #aiforgood #tec
2.8K views11 months ago
TikTokharpercarrollai
Harper Carroll AI | Expert Ed (@harpercarrollai) - Understanding the Chaotic Nature of AI Systems
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Harper Carroll AI | Expert Ed (@harpercarrollai) - Understanding the Chaotic Nature of AI Systems
3.4K viewsApr 14, 2025
TikTokharpercarrollai
Exploring ChatGPT: Your Questions Answered in This Q&A
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Exploring ChatGPT: Your Questions Answered in This Q&A
4.3K views10 months ago
TikTokharpercarrollai
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From one Stanford computer science ai degree… to a second… to building AI/ML at Facebook… to teaching ai online for my startup… to becoming an ai educator with over 500K educated… grateful that I took the risk. I hope you will too. | Harper Carroll AI
99 views4 months ago
FacebookHarper Carroll AI
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The Winner’s Curse — as I make my dog’s dinner lol Do you really want what you’re working toward? Sometimes we get caught up in the pursuit — maybe for ego or other reasons — but if you pause to reflect, you might realize you don’t actually want it at all.​​​​​​​​​​​​​​​​ I want to hear where you’ve experienced this. Your share could help someone else :) | Harper Carroll AI
35 views5 months ago
FacebookHarper Carroll AI
1:01
Does it matter if an advice creator is AI? Yes, there’s the saying that you only want to take advice from someone whose life you want to emulate. But sometimes advice hits something deep within you, and you suddenly *know* it to be true (or at least feel like you do), regardless of who says it. So these conflict. What do you think? Soon, AI creators will truly be indistinguishable from real ones. How will you find who to trust in that world? | Harper Carroll AI
45 views4 months ago
FacebookHarper Carroll AI
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Harper Carroll Explains the Cloud (And Why It's the Key to Understanding AI)
965 views3 weeks ago
YouTubeHarper Carroll Clips
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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "AI coding agents now have an open-source, non-biased, standardized testing arena, thanks to @jetbrains Here’s my recap of my time with JetBrains at TechCrunch Disrupt – from announcing the DPAIA (we go into what it is), to chatting with their VP of Strategy, to seeing their AI agent Junie in action. #ad Have any questions or comments about JetBrains, Junie, or the DPAIA? Let’s chat in the comments. I’m a computer scientist
30.1K views5 months ago
Instagramharpercarrollai
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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Post-run man with arm. What is model overfitting and how can you tell if it’s happening to yours? . . . . . AI | computer science | software engineering | ai engineering | data science | learn ai | code | stanford"
321.8K views4 months ago
Instagramharpercarrollai
1:36
Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Post-run man with arm. What is model overfitting and how can you tell if it’s happening to yours? . . . . . AI | computer science | software engineering | ai engineering | data science | learn ai | code | stanford"
15.3K views4 months ago
Instagramharpercarrollai
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta on Instagram: "From one computer science ai degree… to a second… to building AI/ML at Facebook… to teaching ai online for my startup… to becoming an ai educator with over 500K educated… grateful that I took the risk. I hope you will too."
22.7K views4 months ago
Instagramharpercarrollai
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta | !!!!! FINALLY I have this out for you. Claude Code let’s go! Comment or DM me GUIDE and I’ll send it to you!! (Or see 𝚕𝚒𝚗𝚔 in 𝚋𝚒ooo) 🥳... | Instagram
57K views3 months ago
Instagramharpercarrollai
4:22
Harper Carroll | Artificial Intelligence Expert | Stanford, Meta on Instagram: "The strange behavior of Clawdbot, aka Moltbot, aka OpenClaw, agents on Moltbook, the ai-agent-only forum. ExplAIned"
23.6K views2 months ago
Instagramharpercarrollai
2:37
Harper Carroll | Artificial Intelligence Expert | Stanford, Meta | Ever wondered what neural networks are and how they work? Systems like ChatGPT use neural networks to work as well as they do. Neural... | Instagram
241.4K views5 months ago
Instagramharpercarrollai
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta | If implemented thoughtfully, AI can help us become more human. I know, I know… let me explain. It’s a real possibility, and it’s... | Instagram
4.6K views3 months ago
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta on Instagram: "Legendary AI educator Andrej Karpathy released microgpt.py today on GitHub — it’s a transformer (the groundbreaking neural network architecture behind modern AI), fully implemented for both training and inference, in its barest form. I taught a class yesterday and we covered open-source AI models and what large language models (LLMs) look like in code - and how the code itself is not that extensive, especially when l
2 months ago
Instagramharpercarrollai
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta on Instagram: "How does the world translate into math for AI algorithms? @stanford @meta @harpercarrollai Have you thought about how your world can be translated into algorithms? As always, please also leave your questions and requests in the comments! If we haven’t met yet, hi!! I’m Harper - a computer scientist for AI turned AI/ML educator, with 10 years of experience studying/engineering AI & ML at @Stanford, @Meta building AI/M
20.1K views2 months ago
Instagramharpercarrollai
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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Very excited to be teaming up with @microsoft and @msft_research to explAIn (get it?) some of their exciting research shared at NeurIPS – arguably the biggest AI research event of the year. #MicrosoftPartner"
51K views4 months ago
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0:46
Harper Carroll | Artificial Intelligence Expert | Stanford, Meta on Instagram: "The Winner’s Curse — as I make my dog’s dinner lol Do you really want what you’re working toward? Sometimes we get caught up in the pursuit — maybe for ego or other reasons — but if you pause to reflect, you might realize you don’t actually want it at all.​​​​​​​​​​​​​​​​"
15.3K views5 months ago
Instagramharpercarrollai
Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Google and AI are completely different, and understanding how they work changes how you use them. *To be specific: by “AI” here I mean Large Language Models, or LLMs. Google has technically always been AI – its PageRank algorithm, which decides which links to return to you, has always been a form of AI. And yes, Google is now augmented with LLMs. What we’re comparing in this post is traditional Google (using PageRank) and L
13.2K views6 months ago
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta | Anthropic just announced it uncovered distillation attacks by Chinese AI labs. But what even *is* model distillation? Let’s break it down.... | Instagram
2 months ago
Instagramharpercarrollai
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta | Do you know this crucial AI term? Let’s explAIn in 30 seconds. Please answer the poll to help me better gauge my viewer knowledge: did... | Instagram
59K views10 months ago
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta | Building AI to reason is becoming a standard, and it’s revolutionizing AI models and their capabilities. The “reasoning” or “thinking... | Instagram
61K views9 months ago
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Harper Carroll | Artificial Intelligence Expert | Stanford, Meta on Instagram: "This is TOTALLY possible in the (near) future. 🐕🐈‍⬛🐾🥹😍 What other ideas do you have for AI? Have you seen any unusual research recently? Let me know in the comments. @harpercarrollai @stanford @meta @facebook #ai #artificialintelligence #learnai #demystifyai #machinelearning #neuroscience"
66.7K viewsJun 9, 2024
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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "This is NOT an ad. I am not affiliated with Gamma in any way (and by the way, if I were, I’d legally have to disclose that!). If you watch my series, 10 Days of AI Basics on YouTube, you’ll see that I use Gamma in almost every video. I’ve been a big fan for a while, and I want to share it with you! This is a great example of how AI is helping us expedite the tedious tasks that we don’t enjoy, freeing us up to work more on w
172.7K viewsDec 26, 2024
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Harper Carroll | Stanford • Meta | AI Engineer → Educator on Instagram: "Why I got a full-body MRI, & how Prenuvo uses AI: With over 100,000 scans, @Prenuvo has the world’s largest whole body imaging dataset, and their AI can uncover patterns across organs that traditional siloed healthcare might miss; for example, the relationship between visceral fat and brain degeneration. Plus, they’ve published over 20 medical papers in prestigious journals and conferences like AAN and ISMRM. They have AI r
102.4K viewsFeb 15, 2025
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