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Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 1h ago
AI-Powered Data Quality & Incident Automation Using Python and Llama 3.2
A practical portfolio project that combines automated data quality checks, local LLM analysis, incident reporting, SQLite, and FastAPI. Continue reading on Medi
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Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 1h ago
AI-Powered Data Quality & Incident Automation Using Python and Llama 3.2
A practical portfolio project that combines automated data quality checks, local LLM analysis, incident reporting, SQLite, and FastAPI. Continue reading on Medi
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Medium · Python 🧠 Large Language Models ⚡ AI Lesson 1h ago
AI-Powered Data Quality & Incident Automation Using Python and Llama 3.2
A practical portfolio project that combines automated data quality checks, local LLM analysis, incident reporting, SQLite, and FastAPI. Continue reading on Medi
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Deploying LLMs in Production: vLLM vs. TGI vs. Ollama vs. AWS Bedrock
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 1h ago
Deploying LLMs in Production: vLLM vs. TGI vs. Ollama vs. AWS Bedrock
Performance, cost, and the operational stuff nobody puts in the benchmark charts. Continue reading on Medium »
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Dev.to AI 🧠 Large Language Models ⚡ AI Lesson 2h ago
How to Use AI for Smart Contract Audits in 2026
By 2026, the landscape of blockchain security has shifted decisively from manual line-by-line reviews to hybrid models leveraging advanced Large Language Models
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Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 3h ago
Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence
A new paper from Cambridge and Google DeepMind suggests we stop asking the model whether it is sure, and start asking its track record… Continue reading on Towa
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Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence
Medium · Machine Learning 🧠 Large Language Models ⚡ AI Lesson 3h ago
Confidence Comes From Experience: What XConf Changes About How We Measure LLM Confidence
A new paper from Cambridge and Google DeepMind suggests we stop asking the model whether it is sure, and start asking its track record… Continue reading on Towa
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From memory to behavior: skills, user profiles, and the consolidation loop
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago
From memory to behavior: skills, user profiles, and the consolidation loop
Turn accumulated learnings into procedures and user profiles, then feed them back into the agent Continue reading on Neo4j Developer Blog »
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Day 15/60: LoRA (Low-Rank Adaptation) — Surgical Fine-Tuning for Massive Models
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 4h ago
Day 15/60: LoRA (Low-Rank Adaptation) — Surgical Fine-Tuning for Massive Models
Welcome to Day 15 of 60. Continue reading on Medium »
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Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago
Jev After Eight Days of Independent Tests: Level With Mid-Price LLMs, Behind the Frontier
This article provides a review of the independent evidence on TypeSafe’s Jev, the open models built to replace it, and the prior art… Continue reading on Artifi
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I Shipped an LLM Feature to Production. The Model Was the Easy Part.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago
I Shipped an LLM Feature to Production. The Model Was the Easy Part.
The demo took a weekend. Production took six months. Continue reading on Medium »
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The most useful thing I’ve done with a frontier model this year involved a hacksaw
Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 4h ago
The most useful thing I’ve done with a frontier model this year involved a hacksaw
How GPT-6 Astra and Blender transcended the digital and saved me nearly $1,850 on a downspout repair Continue reading on Medium »
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Measuring Inference Speed in LM Studio: Tokens Per Second and Time to First Token
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 4h ago
Measuring Inference Speed in LM Studio: Tokens Per Second and Time to First Token
A reproducible R harness for the numbers that decide whether a small model is fast enough for real work Continue reading on Medium »
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JEV is here. What does it mean for Conversational Graphs?
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 5h ago
JEV is here. What does it mean for Conversational Graphs?
I recently wrote about Conversational Graphs and a simple question that kept coming up while building AI agents: Continue reading on Medium »
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Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5h ago
So What Can ChatGPT Actually Do?
You’ve probably heard of ChatGPT by now but what can it actually do? Continue reading on Medium »
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Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5h ago
What Is AI, Really? A Plain-English Explanation for People Who Are Tired of the Hype
You don’t need a computer science degree to understand the machine everyone keeps talking about. Continue reading on Medium »
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Medium · ChatGPT 🧠 Large Language Models ⚡ AI Lesson 5h ago
What Is AI, Really? A Plain-English Explanation for People Who Are Tired of the Hype
You don’t need a computer science degree to understand the machine everyone keeps talking about. Continue reading on Medium »
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Medium · AI 🧠 Large Language Models ⚡ AI Lesson 5h ago
Beyond the answer 21 heuristics for designing better conversations with AI
We learned how to evaluate interfaces. But when the interface becomes a conversation, a correct answer is no longer enough. Continue reading on Medium »
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SFT vs. RL: What Changes Inside the Model?
Medium · AI 🧠 Large Language Models ⚡ AI Lesson 6h ago
SFT vs. RL: What Changes Inside the Model?
An intuitive guide to SFT, RLVR, and weight spectra: fine-tuning rewrites the singular values, RL keeps them and rotates the frames around… Continue reading on
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SFT vs. RL: What Changes Inside the Model?
Medium · Deep Learning 🧠 Large Language Models ⚡ AI Lesson 6h ago
SFT vs. RL: What Changes Inside the Model?
An intuitive guide to SFT, RLVR, and weight spectra: fine-tuning rewrites the singular values, RL keeps them and rotates the frames around… Continue reading on
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More Tokens Won’t Replace Your Point of View
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 6h ago
More Tokens Won’t Replace Your Point of View
Getting good at delegation can make it easier to skip the work that gives your writing a point of view. Continue reading on Towards AI »
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I Thought Laya Was Just Another AI Model… Then I Realized It’s a Decision Engine
Medium · Data Science 🧠 Large Language Models ⚡ AI Lesson 7h ago
I Thought Laya Was Just Another AI Model… Then I Realized It’s a Decision Engine
A few weeks ago, I stumbled across a project called Laya. Continue reading on Medium »
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Jev Didn’t Reinvent AI. It Exposed What We Forgot.
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
Jev Didn’t Reinvent AI. It Exposed What We Forgot.
Every ML engineer has built something like Jev before. We just stopped calling it AI. Continue reading on Medium »
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What Happens Around the Prompt: A Tested Add-On to the Opus 5.5 Guide
Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago
What Happens Around the Prompt: A Tested Add-On to the Opus 5.5 Guide
Addy Osmani’s Opus 5.5 guide explains how to prompt, steer and check the model. Continue reading on Medium »
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