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⚡ AI Lessons

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
3h ago
Tool-Calling SLMs in 2026: Why a Tiny Fine-Tuned Model Beat a 175B Baseline by 51 Points
A 350M-parameter model scored 77.55% on ToolBench and left a 175B baseline at 26%. Here is what that result really shows, and how to build… Continue reading on

Medium · Machine Learning
⚡ AI Lesson
3h ago
The Evidence Gap: Why the Next Frontier in GeoAI Is Not Better Seeing
Intelligence is not only what a system knows. It is what it does when the evidence is incomplete. Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
3h ago
AI’s Funniest, Most Insane Behaviors: They Did Exactly What You Asked. That’s the Problem.
A boat caught fire, went the wrong direction, smashed into other boats, circled a lagoon for the entire race and scored 20%… Continue reading on Data S

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
5h ago
10 SQL Techniques for Optimizing Refresh Schedules for YTD, R12M, and Rolling Window Aggregations
Scheduling strategies that optimize refresh efficiency for time-based aggregations and analytical workloads Continue reading on Medium »

Medium · Machine Learning
⚡ AI Lesson
5h ago
Writing High-Performance .NET Code in 2026
The runtime got faster while you weren’t looking. Here’s how to catch up — with benchmarks, not folklore. Continue reading on Medium »

Medium · Machine Learning
🤖 AI Agents & Automation
⚡ AI Lesson
5h ago
MCP, A2A, and ACP: The Protocols Powering the Next Generation of AI Agents
Why 2026 is the year of AI interoperability, not just bigger language models Continue reading on Medium »

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
7h ago
Python History Recap
Python is one of the clearest examples of a programming language that became powerful by trying to stay readable. Continue reading on Medium »

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
7h ago
Design for the Failure, Not the Demo
A layer-by-layer guide to building production healthcare AI from problem framing and HIPAA-compliant data pipelines to guardrails… Continue reading on Medium »

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
9h ago
Predicting Global Air Quality with 99.93%
A data science deep-dive into 23,463 cities, one Random Forest model, and the pollutant that explains almost everything Continue reading on Medium »

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
9h ago
Finding Your Way Around Hugging Face: A Practical Guide for Researchers and Builders
If you work anywhere near machine learning, you’ve bumped into Hugging Face — the little emoji hub that somehow became the GitHub of AI… Continue reading on Med

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
9h ago
Never Quantum at All
A student dequantized a famous quantum algorithm. A single matrix-free dial tells you which speedups survive — and which were never… Continue reading on Medium

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
10h ago
From Churn Model to AI Assistant: How I Built an End-to-End Data Science Product
By Deepti Dhanapala | Data Scientist | MPS Data Science, University at Buffalo Continue reading on Medium »
Medium · Machine Learning
🖌️ UI/UX Design
⚡ AI Lesson
10h ago
Why People Remember Feelings More Than Facts
The moments that shape our lives are rarely defined by what was said — they are defined by how we felt Continue reading on Medium »

Medium · Machine Learning
🛡️ AI Safety & Ethics
⚡ AI Lesson
11h ago
For the past several years, part of my job has been trying to break AI systems on purpose.
Not out of mischief. This is a legitimate and growing field called adversarial machine learning, and the logic behind it is simple: if you… Continue reading on

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
11h ago
From 1,540 to 15,338 Tokens per Second on a Single TPU Chip
A Measurement Study of Large Language Model Inference Optimization on TPU v5e: Throughput, latency, energy, and cost results for Gemma 2B… Continue reading on M
Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
11h ago
16 LLM Fundamentals Every AI Engineer Should Know Before Building GenAI Applications
Everyone wants to build AI agents, RAG systems, chatbots, and copilots. However, many developers jump straight into frameworks like… Continue reading on Medium

Medium · Machine Learning
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
13h ago
Population & Sample in Data Science!
Why tasting one spoon of soup tells you about the whole bowl, & how getting this wrong once humiliated a magazine in front of an entire… Continue reading on Med

Medium · Machine Learning
🧠 Large Language Models
⚡ AI Lesson
13h ago
Claude Sonnet 5 Benchmarks: The $2 Model That Caught the $5 Flagship
On 30 June 2026, Anthropic published a launch table in which its mid-tier model outscores its flagship. Claude Sonnet 5 posts 1618 on… Continue reading on Towar

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
15h ago
7 AI Projects You Can Build Over a Weekend (That Actually Teach You Something)
Everyone is building AI apps. The difference is that real learners don’t just use AI for asking questions, they understand how to… Continue reading on Medium »

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
15h ago
Building TrialMatch AI: Transforming Clinical Trial Eligibility into Transparent, Auditable…
By: Alireza Minagar, MD, MBA, MS, Software Engineer Continue reading on Medium »

Medium · Machine Learning
⚡ AI Lesson
17h ago
Why Gojek’s Biggest Complaint Isn’t About Drivers
I analyzed 225,000 app reviews with machine learning. The results surprised me. Continue reading on Medium »

Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
17h ago
What is multicollinearity?
Multicollinearity occurs when two or more independent variables are highly correlated with each other. Continue reading on Medium »

Medium · Machine Learning
📣 Digital Marketing & Growth
⚡ AI Lesson
19h ago
The One Platform That Made Selling AI PDFs Surprisingly Easy—Day 18
Here’s exactly why Gumroad wins. Continue reading on How To Profit AI® »
Medium · Machine Learning
📐 ML Fundamentals
⚡ AI Lesson
19h ago
I Asked Claude to Build Me a Stock Picker App. It Built Me Something Smarter, but a little messier.
Notes on building a personal screener app for NSE stocks and mutual funds, including the bugs I encountered. Continue reading on AI Snapshots »
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