Everyday AI Lab

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All beginner basics

This Easy-to-Understand Guide Helps Beginners Learn What an AI Agent Is.Beginner Basics
AI Is Accelerating Discovery for Millions Living With DementiaBeginner Basics
Part 2 traces the evolution of transformer architecture from vanilla transformers to moder…Beginner Basics
An explanation of speculative decoding shows how any LLM can achieve three times faster in…Beginner Basics

This Easy-to-Understand Guide Helps Beginners Learn What an AI Agent Is.

Beginner BasicsNov 1

Set up the ChatGPT desktop application using Amazon Bedrock in AWS GovCloud (US)

TutorialsNov 1

TorchNeuron Makes It Easier Than Ever to Run Hugging Face Models on AWS Trainium

Coding with AINov 1

AI Is Accelerating Discovery for Millions Living With Dementia

Beginner BasicsNov 1

Tool Reviews

GPT-4o arrives alongside new features for free ChatGPT users

OpenAI has launched GPT-4o, its newest flagship omni-capable model, and is bringing it to free ChatGPT users alongside expanded tool access. The unified model n… Nov 1, 2026

Greetings, GPT-4o

Nov 1, 2026

OpenAI's safety measures

Oct 31, 2026

OpenAI and Apple reveal collaboration deal

Oct 31, 2026

Using GPT-4 to Uncover GPT-4's Errors

Oct 31, 2026

Tutorials

Set up the ChatGPT desktop application using Amazon Bedrock in AWS GovCloud (US)

ChatGPT desktop app can run on Amazon Bedrock in AWS GovCloud for Codex with IAM controls, data residency, per-token billing, and zero data retention. Nov 1, 2026

Use the Amazon Bedrock AgentCore runtime to preview web applications live as your coding agent builds them.

Nov 1, 2026

This Production Guide Explains How to Detect Financial Fraud Patterns Using Knowledge Graphs

Oct 31, 2026

Secure your AI agents with this free Model Context Protocol security course.

Oct 30, 2026

Speed up agentic AI with NVIDIA Nemotron models on Amazon Elastic Kubernetes Service and SageMaker HyperPod Elastic Kubernetes Service.

Oct 30, 2026

Prompts

GPT-6.1 Terra Creates an Illustration of a Python Reading a Book

Real Python tested GPT-6.1 Terra on five Python tasks: turtle drawing, modern idioms, latest release, unrelated edits, and hallucination. Oct 31, 2026

Part 3 of Tuning Jev explains that tuning is task-specific and shows four places to put few-shot examples.

Oct 18, 2026

Gemini 4 Argon generates an illustration of Python reading a book.

Oct 15, 2026

Qwen3.8 27B Addition Written in Words

Oct 8, 2026

The Real Python Podcast Episode #306: Building LLM Prompts Programmatically Using DSPy

Oct 6, 2026

Workflows & Automation

Worldwide Express Automated Freight Exceptions Using Amazon Bedrock

Worldwide Express used Amazon Bedrock agents on AWS to automate freight billing exceptions, cutting them by 75 percent and freeing $10 million. Oct 31, 2026

AI agents edit your shop, so set proper approval boundaries.

Oct 31, 2026

Anthropic Now Says One Agent Is Enough, So Kill Your Agent Swarm

Oct 31, 2026

Nandi routes every complaint to the right desk with open-source AI for Indian languages.

Oct 31, 2026

Your AI Agent Is Wasting Tokens in Seven Ways, and Here Is What to Do Instead

Oct 30, 2026

Model Comparisons

When Should You Fine-Tune the LLM Instead of Using Frozen Embeddings and Adapting the Scikit-Learn Head?

LoRA fine-tuning vs frozen embeddings for LLM classification: frozen was faster at 82% accuracy; LoRA was stronger but took three times longer. Oct 29, 2026

Exowatt outperforms frontier models in accuracy through SageMaker serverless model customization.

Oct 29, 2026

Which Should You Use for Python LLM Applications: Model Context Protocol or API Calls?

Oct 28, 2026

Gemma 4 emerged as the winner among four local AI models I tested on a literary translation, but with a catch.

Oct 21, 2026

A production benchmark compares pgvector with dedicated vector databases.

Oct 20, 2026

AI for Work

Gradient Labs equips every bank customer with an AI-powered account manager

Gradient Labs builds AI-powered account managers for banks by combining GPT-4.1 with smaller GPT-5.4 mini and nano models. Complex, high-stakes queries go to GP… Nov 1, 2026

Codex introduces more flexible pricing options for teams

Nov 1, 2026

OpenAI completes acquisition of TBPN

Oct 31, 2026

Enterprise AI's next chapter

Oct 31, 2026

CyberAgent accelerates development using ChatGPT Enterprise and Codex

Oct 31, 2026

Coding with AI

Structured outputs are available for Anthropic Claude models on Amazon Bedrock.

Bedrock Claude outputs are schema-valid JSON, cutting parsing, retries, and validation while supporting agentic workflows, batch, streaming and cache. Nov 1, 2026

TorchNeuron Makes It Easier Than Ever to Run Hugging Face Models on AWS Trainium

Nov 1, 2026

Coding Agents Resolve More Problems by Choosing Whole Files Instead of Compressors

Oct 31, 2026

A failure-conditioned reinforcement learning method is presented for long-horizon software engineering agents.

Oct 31, 2026

The Release Notes for Apertus 1.5 Are Now Available

Oct 31, 2026

Topics

Getting Started with AI

New to AI? Start here. This topic collects our plain-English explainers and first-steps tutorials: w

Best AI Tools by Job

The right AI tool depends on what you do all day. This topic groups our reviews and setups by role:

Prompt Engineering

Better prompts get better answers. This topic gathers our prompt packs and techniques: how to give c

AI Agents in Practice

AI agents promise to do multi-step work on their own. This topic looks at what actually works today:

Everyday AI Lab

Top stories

Start here

GPT-4o arrives alongside new features for free ChatGPT users

Set up the ChatGPT desktop application using Amazon Bedrock in AWS GovCloud (US)

GPT-6.1 Terra Creates an Illustration of a Python Reading a Book

Worldwide Express Automated Freight Exceptions Using Amazon Bedrock

When Should You Fine-Tune the LLM Instead of Using Frozen Embeddings and Adapting the Scikit-Learn Head?

Gradient Labs equips every bank customer with an AI-powered account manager

Structured outputs are available for Anthropic Claude models on Amazon Bedrock.

Getting Started with AI

Best AI Tools by Job

Prompt Engineering

AI Agents in Practice