Research & Insights

Latest Research

Deep dives into AI research, engineering challenges, and product development from our team.

Introducing Promethic: AI Tools for Every Industry

Today we're launching Promethic Labs with a mission to build AI agents, applications, and developer tools for every industry. Here's our vision.

Feb 15, 20268 min read

research

From GPT-3 to Now: The Before and After of ChatGPT's Launch

How a single product launch in November 2022 redefined the relationship between humans and machines — reaching 700 million weekly users and reshaping entire industries.

Feb 10, 202614 min read

research

The Transformer Revolution: How One Google Paper Rewrote Computing

In 2017, eight Google researchers published 'Attention Is All You Need.' The self-attention mechanism they introduced didn't just improve NLP — it redefined what machines could learn.

Feb 5, 202612 min read

research

The Scaling Laws Era: Why Bigger Models Keep Getting Smarter

From Kaplan's power laws to Chinchilla's compute-optimal training, the mathematics behind why scale works — and the 2025 discovery that loss curves collapse into a single universal function.

Jan 28, 202615 min read

engineering

From Chatbots to Agents: The Next Phase of AI

The shift from single-turn chatbots to autonomous, goal-directed agents represents AI's most significant paradigm change since the transformer — here's what's driving it.

Jan 20, 202613 min read

research

The AI Arms Race: A Timeline of Major Model Releases (2020–2026)

From GPT-3's 175 billion parameters to Gemini Deep Think's PhD-level reasoning — a comprehensive timeline of the breakthroughs that defined the modern AI era.

Jan 15, 202616 min read