📰 Medium · LLM

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Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 2h ago

How LLM Hallucinations Propagate Into Brand Risk: What the Signal Pipeline Actually Looks Like

There’s a specific failure mode that doesn’t show up in your uptime dashboards or error logs: a language model confidently tells a… Continue reading on Medium »

Medium · LLM 2h ago

Ornith-1.0–35B: The MoE Model That Runs Like 3B, Thinks Like 27B

DeepReinforce’s Ornith-1.0–35B MoE delivers near-27B dense quality at a fraction of the compute. I tested it on llama.cpp — no upgrades… Continue reading on Med

Medium · LLM 2h ago

AI Engineer vs Data Scientist vs Machine Learning Engineer: Which Career Is Right for You?

The AI job market is booming, but the title confusion is real. Here’s how to cut through the noise and find your path. Continue reading on Medium »

Medium · LLM 2h ago

Workflows vs Agents

Workflows: Orchestrated Intelligence Continue reading on Medium »

Medium · LLM 2h ago

How the “Satisfaction vs. Actual Benefit” framework plays out in multimodal AI

One reason text LLMs fail in the uncomfortable-truth cell (Claude’s over-refusal) may be the absence of that non-verbal cushioning. Continue reading on Medium »

Medium · LLM 3h ago

When to Use LLMs and Agents (and When to Just Build a Button)

LLMs are probabilistic, just like the ML models before them. Let’s design our systems accordingly. Continue reading on Medium »

Medium · LLM 3h ago

Do You Really Have to Feed Text to Train a Language Model?

What if you took the same batch of documents and fed them in directly as images — could the model still learn the same language abilities? Continue reading on M

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago

Fugu: Not a Router. Not a Framework. So What Is It?

One AI enthusiast reads about Sakana’s Fugu, ends up with more questions than answers, and tries to make sense of it — a short digest… Continue reading on Mediu

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago

Why “Treat AI Like a Person” Is More Precise Than It Sounds: A Case for Reading the Gap Map

I ended last time with: “Treat AI like a person. The confusion mostly goes away.” Continue reading on Medium »

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 4h ago

Why Does the AI Field Keep Reinventing Things We Already Knew? A Case for Treating AI Like a Person

Prompt engineering. Context engineering. Spec-driven development. Harness. Loop engineering. Context minimalism. Tokenmaxxing. Continue reading on Medium »

Medium · LLM 📐 ML Fundamentals ⚡ AI Lesson 5h ago

Top 20 Naive Bayes Interview Questions and Answers

Machine Learning Interview Preparation Continue reading on Towards AI »

Medium · LLM 🤖 AI Agents & Automation ⚡ AI Lesson 5h ago

Ornith-1.0 and the Model That Writes Its Own Harness

If you build agents for a living, the scaffold is the part nobody puts on the slide. It’s the plumbing: the system prompt, the tool… Continue reading on Medium

Medium · LLM 6h ago

Gherkin as a Prompt

How combining BDD and the Gherkin language can create documentation that your team and your AI can both understand. Continue reading on Medium »

Medium · LLM 6h ago

NVIDIA NeMo Guardrails: The Open Source Toolkit Bringing Safety and Control to Conversational AI

Continue reading on Open Intelligence »

Medium · LLM 6h ago

I Replaced a Pile of Regexes with One Structured Extraction Endpoint

A practical Telnyx AI Inference example for turning support tickets, leads, and incident notes into application-ready JSON. Continue reading on Medium »

Medium · LLM 7h ago

The 2026 LLM Inference Optimization Playbook: 5 Layers, 30+ Techniques, and What's Still Unsolved

LLM inference is now the dominant cost in AI infrastructure — surpassing training for most production systems. Yet the optimization… Continue reading on Medium

Medium · LLM 7h ago

Mental Models in Your Brain, or the AI’s?

In a previous blog post, we gave a philosophical answer to why we need education even in the age of AI — to want better. Here we give a… Continue reading on Med

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago

We Built an Agentic Delivery Engine for Data Engineering. Here's What We Learned.

The gap between “an LLM can write a dbt model” and “an LLM can reliably ship a production data platform” is enormous. This is how we… Continue reading on Medium

Medium · LLM 🧠 Large Language Models ⚡ AI Lesson 7h ago

The End of the Amnesiac Era: Reclaiming Artificial Intelligence through TOPO-2026

Frank Morales Aguilera, BEng, MEng, SMIEEE Continue reading on AI Simplified in Plain English »

Medium · LLM 8h ago

Agent Development Life Cycle (ADLC): Building, Evaluating, and Operating AI Agents at Scale

Before we talk about ADLC, lets look at the brief history of AI starting from chatgpt moment before AI is rapidly moving beyond chatbots… Continue reading on Me

Medium · LLM 8h ago

No, Your Chatbot Doesn’t Have Amnesia — It’s Drifting

Why long conversations quietly break your system prompt — and what the research on “lost in the middle,” plus a year of shipping a persona… Continue reading on

Medium · LLM 8h ago

7 Open-Source AI Tools That Feel Like Cheating in 2026

Here’s the detailed breakdown with real examples from the past month. Continue reading on Open AI »