What Is Jev AI? TypeSafe's System One Model, and Where It Fits in an Agent Harness

What Jev is, how it plugs into a LangChain agent loop, and which decisions to hand it first, from a team that builds agent harnesses in production.

Matt Payne

September 23, 2026

Our SOTA GPT-4 Dialogue Summarization | Zero-Shot, Few-Shot, Aspect-Based

How we build SOTA dialogue summarization systems for customer service, meeting transcripts, and sales calls. Explore zero-shot, few-shot, and aspect-based environments.

Matt Payne | Patrick Hennis

August 21, 2023

Our Customizable SOTA Ai Medical Record Summarization Pipeline for Legal & Medical Automation

Discover how LLM medical record summarization and advanced AI technologies can transform health care operations, streamline workflows, and enable providers to focus on patients. Explore our state-of-the-art medical report processing pipeline.

Matt Payne | Patrick Hennis

December 2, 2025

DALL-E Mini Guide for Generating Photos and Illustrations for Your Content

Find out how you can improve content marketing and social media campaigns by creating unique, relevant images using image generation models like DALL-E Mini.

Matt Payne

June 13, 2023

A Deep Guide to Text-Guided Open-Vocabulary Segmentation

Discover the power of text-guided open-vocabulary segmentation using large language models like GPT-4 & ChatGPT for automating image and video processing tasks.

Matt Payne

May 28, 2023

What is CLIPSeg & how we build optimization pipelines for text-guided zero-shot segmentation

Learn how CLIPSeg segmentation, in combination with GPT-4 and ChatGPT, can enable diverse applications from medical image diagnosis to remote sensing.

Matt Payne

August 21, 2023

NLP in Finance for Banking and Finance Professionals

Can GPT-4 make your life as a finance or banking employee easier? Learn how GPT-4 and NLP can be used in finance to increase revenues and streamline workflows.

Karthik Shiraly

August 21, 2023

92.44% Product Similarity through fine-tuning CLIP Model + Custom Pipeline for Image Similarity

A deep dive into how we reached SOTA accuracy in product similarity matching through a custom fine-tuning pipeline that refines the CLIP model for image similarity.

Matt Payne

July 16, 2026

In-demand GPT-4 and Openai NLP in Sales Use Cases

Boost your conversions and sales numbers with NLP in sales using OpenAI's GPT-3 and GPT-4. You can use chatbots to improve customer experience and loyalty.

Width.ai

August 21, 2023

Mastering Opinion Summarization with GPT: Exploring Pipeline Methods, Evaluation Metrics, and Expert Insights

Explore the use of GPT for opinion summarization through innovative pipeline methods, evaluation metrics like ROUGE and BERTScore, and human evaluation insights. Dive into novel entailment-based evaluation tools for a comprehensive understanding of model performance in capturing diverse user opinions.

Matt Payne

August 21, 2023

AI21 vs. GPT-3: Head-to-Head on Practical Language Tasks

Come aboard the large language model revolution with our deep dive on AI21 vs. GPT-3 for business use cases like ad copy generation and math proof generation.

Karthik Shiraly

August 15, 2023

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