Large Language Models

How do you measure whether an AI actually understands language? One classic answer is ROUGE and it’s more nuanced than it looks. Continue reading on Medium »

How do you measure whether an AI actually understands language? One classic answer is ROUGE and it’s more nuanced than it looks. Continue reading on Medium »

What's new in Claude Sonnet 5 Claude Sonnet 5 came out this morning . I always head straight for the "what's new" developer docs because they tend to have more

Applications that process large amounts of text often run into duplicate content. While exact duplicates are easy to detect using hashes… Continue reading on Me

Applications that process large amounts of text often run into duplicate content. While exact duplicates are easy to detect using hashes… Continue reading on Me

Why language models might be doing something close to dreaming — and what that means for how we train, evaluate, and one day secure them Continue reading on Med

Why language models might be doing something close to dreaming — and what that means for how we train, evaluate, and one day secure them Continue reading on Med

A field guide to provisioning a Bedrock Knowledge Base on Aurora pgvector with Terraform, then keeping it in sync with a GitHub Actions workflow that ships docs

An LLM only knows what it was trained on. That’s a snapshot of the past, and it stops there. It doesn’t know today’s news, and more… Continue reading on Medium

In the previous article, we used TensorBoard to analyze the training process. Based on the graphs, we...

Most people think machine learning is mainly about choosing the best model. Continue reading on Medium »

A controlled comparison on the Spider benchmark, scored by execution accuracy. Active-parameter count tells you more than the number in a… Continue reading on M

Claude Sonnet 5: The New Default Worker Tier Continue reading on Medium »

Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »

Four teams, four products, zero coordination — and the same four ingredients show up in every one. Continue reading on Towards AI »

Claude Sonnet 5 brings stronger agentic AI features, lower pricing, and updated safety protections. Here's what IT leaders need to know. The post Claude Sonnet

The QLoRA paper demonstrated a 1–2 point accuracy advantage for the NF4 data type over FP4 on LLaMA-1 and LLaMA-2. Continue reading on Medium »

A real-world comparison of two LLMs on a genuine race condition bug from GitHub ...

I've currently settled on an unsloth version of Qwen 3.5 122b-a10b model (UD-IQ4_NL). With 100k bf16 context window, I only had to load a few layers into CPU/RA

If I ask you something you might have never heard before, can you answer it? Obviously, you would say, “Sorry, I can’t answer this… Continue reading on Medium »

If I ask you something you might have never heard before, can you answer it? Obviously, you would say, “Sorry, I can’t answer this… Continue reading on Medium »

I've been in this business for years and the best (or worst?) thing is that once I gain enough...

Have you ever asked ChatGPT to write code, solve a math problem, or explain a difficult concept and wondered, “How does it know all of… Continue reading on Medi

Have you ever asked ChatGPT to write code, solve a math problem, or explain a difficult concept and wondered, “How does it know all of… Continue reading on Medi

Your LLM may know more than your data. Learn how knowledge leakage can silently influence your results. Continue reading on Data Science Collective »

Vision-capable LLMs have dramatically simplified intelligent document processing by replacing rigid template-based OCR workflows with semantic document understa

Running Chinese LLMs at Scale: DeepSeek, Qwen, Kimi & GLM I've been running production workloads...

OpenAI data show that active ChatGPT users on consumer plans now mostly use non-English languages, with growth fastest in Africa and Asia. The post ChatGPT User

Everyone says AI can solve almost anything. Continue reading on Readers Club »

Everyone says AI can solve almost anything. Continue reading on Readers Club »

Anthropic released Claude Sonnet 5 today. It gets close to flagship-level performance at roughly a third of the price, and the story… Continue reading on AI Eng

Today, we’re excited to announce the availability of Anthropic’s most advanced Sonnet model, Claude Sonnet 5, on Amazon Bedrock and Claude Platform on AWS. Clau

Anthropic shipped Claude Sonnet 5 today. The short version: it’s the most agentic Sonnet model Anthropic has built, it scores close to… Continue reading on Boot

Anthropic shipped Claude Sonnet 5 today. The short version: it’s the most agentic Sonnet model Anthropic has built, it scores close to… Continue reading on Boot

Why a powerful model isn’t enough — and what actually turns an LLM into a dependable software system. Continue reading on Medium »

I got tired of manually writing MCP tools for every REST endpoint I wanted to expose to an LLM. So I...

Single-shot prompts got us here. Autonomous agent loops are taking AI the rest of the way. Continue reading on Medium »

I saw someone test Qwen3.6-27B with a 3-critic harness. The harness included code review, test review and Playwright e2e. Each critic had context. The result wa

Somewhere around when LLMs started eating every roadmap, a quiet belief took over a lot of teams. If...

submitted by /u/WhyLifeIs4 <a href="https://www.reddit.com/gallery/1ujwmnr"

The next edge in enterprise AI won’t come from a bigger model. It will come from better-organized knowledge. Continue reading on Towards Dev »

The next edge in enterprise AI won’t come from a bigger model. It will come from better-organized knowledge. Continue reading on Towards Dev »

Treat it as anything else and you’ll get burned. Continue reading on Salty Deprecated Software Engineer »

This article covers the MCP setup and configuration for using Google Nano Banana 2 Lite and underlying Gemini LLM with Antigravity CLI to… Continue reading on G

Stop AI hallucinations without going insane Continue reading on Medium »

Was reading some research papers put out by Anthropic (and some other organizations/researchers) and one thing I've noticed is that these research papers consis

I wrote earlier about our persona engine — how we make one LLM sound like many different people. But...

A reader left a sharp question on my last post about redacting PII before sending prompts to an LLM....