Blogs, Articles and White Papers

White Paper | Building a Team

Strategies for Hiring Elite ML Teams

Learn how to hire your AI team, ranging from role types & expectations, matching positions to project requirements, and interview structures.

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David Bressler

Three Breakthroughs That Shaped the Modern Transformer Architecture

Perhaps the most surprising aspect of the evolution of the Transformer architecture for language modeling is how consistent it has remained over the past near-decade

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Erik Gafni

How to Build a Market Leading AI Product: Strategies for Hiring Elite ML Teams

This document describes general guidelines for how to hire your AI team, ranging from role types & expectations, matching positions to project requirements, and interview structures.

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Erik Gafni

Summary of DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

The paper introduces DeepSeek-R1, a series of reasoning models, including DeepSeek-R1-Zero and DeepSeek-R1.

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