Kevin Day: AI & Insurance Engineering

I build practical AI systems for insurance and data-heavy workflows.

Latest

Misunderstanding AI’s Limitations: A Response to CNN’s GPT-5 Article
Opinions & Insights Aug 15, 2025

Misunderstanding AI’s Limitations: A Response to CNN’s GPT-5 Article

The Register and CNN recently published an articles criticizing GPT-5 for producing incorrect or humorous images of U.S. presidents and maps, implying this reflects a lack of basic knowledge. In reality, these errors highlight the challenges of image generation, not gaps in subject understanding.
How to Fine-Tune a Language Model for a Niche Industry
AI Engineering Aug 13, 2025

How to Fine-Tune a Language Model for a Niche Industry

Objective → dataset → method → evals → guardrails. Short and to the point.
Building AI That Understands Insurance Policies
Insurance Tech Aug 12, 2025

Building AI That Understands Insurance Policies

OCR + embeddings + targeted prompts to extract key clauses fast.
Opinions & Insights Aug 11, 2025

Why I'm Writing About AI and Insurance Engineering

What I’ll cover here and how I’ll keep it useful for AI + insurance.

My Projects

FeedMeBiz

Generate business leads and prospects including emails.

TwinCover

Updated daily news summaries focused on the casual sports fan.

ChronoSpeak

Real-time conversations with historical figures.

Twwinz

Real-time AI pubco news summaries for capital markets professionals.

FeedMeWork

Find career opportunities and key contacts at companies.

FeedMeUpdates

Summarize and update personal and corporate social media accounts.

Agentic AI Tool Playground

Audio

Turn audio into text.

Chat

Given a chat conversation, the model will return a chat completion response.

Completions

Given a prompt, the model will return one or more predicted completions.

Edits

Given a prompt and an instruction, the model will return an edited version of the prompt.

Embeddings

Create vector representation of a given input that can be consumed by machine learning models and algorithms.

Files

Upload documents that can be used with features like fine-tuning.

Fine-Tuning

Manage fine-tuning jobs to tailor a model to your specific training data.

Images

Creates or edit an image given a prompt.

Models

List the various models available in the API.

Moderations

Given a input text, outputs if the model classifies it as violating OpenAI's content policy.