Ethan Steininger

The 3072-Dimension Problem

Why Vector Search Alone Can't Find What's in Your Videos

Multimodal Taxonomies: How to Classify Video, Images, Audio, and Text with One Category System

Object Storage Comparison 2026: 21 Providers, Real Pricing, and the Gotchas Nobody Tells You

Building a Kalshi Trading Bot with Semantic Search and LLM Extraction

The Multimodal Data Warehouse: Why Unstructured Data Needs Its Own Snowflake

ColQwen2 + MUVERA: Multimodal Late Interaction Retrieval That Actually Scales

We Built a Pre-Publication IP Clearance Pipeline. Here's What We Learned.

I Benchmarked 5 Video Embedding Models So You Don't Have To

Gemini Embedding 2 is Live: embed multiple files into one vector

Query Preprocessing: Semantic Search With Large Files

AI Video Analysis for Sports: Build Automated Highlight Reels, Archive Search, and Performance Analytics

How Mixpeek runs distributed multimodal ML on Ray: architecture, patterns, and production lessons

Political Ad Disclaimers: How ZIP+4 Targeting Creates Jurisdiction Conflicts

IAB Contextual Classifier: Taxonomies for Videos and Images

Semantic Crons: Replace LLM Polling with Vector-Based Alerts

Why SNF Documentation Is a Multimodal AI Problem

Semantic Chunking Strategies for Multimodal RAG

What is Agentic Retrieval? The Next Evolution of RAG

Video Intelligence: From Raw Footage to Searchable Data

Keyword Search vs Semantic Search vs Hybrid Search: A Developer's Guide

How to Build a Multimodal Search Engine in 2025

Building a Production-Ready VLM Inference Server in Rust

Video Analysis AI: The Complete 2026 Guide