Collective Knowledge

Developing novel applications based on deep tech (ML, AI, HPC, quantum, IoT) and deploying them in production is a very painful, ad-hoc, time consuming and expensive process due to continuously evolving software, hardware, models, data sets and research techniques.

After struggling with these problems for many years, we started the Collective Knowledge project (CK) to decompose complex systems and research projects into reusable, portable, customizable and non-virtualized CK components with the unified automation actions, Python APIs, CLI and JSON meta descriptions.

Our idea is to gradually abstract all existing artifacts (software, hardware, models, data sets, results) and use the DevOps methodology to connect such components together into functional CK solutions. Such solutions can automatically adapt to evolving models, data sets and bare-metal platforms with the help of customizable program workflows, a list of all dependencies (models, data sets, frameworks), and a portable meta package manager.

CK is basically our intermediate language to connect researchers and practitioners to collaboratively design, benchmark, optimize and validate innovative computational systems. It then makes it possible to find the most efficient system configutations on a Pareto frontier (trading off speed, accuracy, energy, size and different costs) using an open repository of knowledge with live SOTA scoreboards and reproducible papers.

What is TRIZ

Imagine the biggest study of human creativity ever conducted. Picture the systematic study of over two million of the world’s most successful patents, and the construction of a problem solving method which then combines those solutions into a whole that strips away all boundaries between different industries. Now imagine that it exists. What you’re seeing is TRIZ. The reason you may not have heard of it before, is that it was initially devised and developed in the former Soviet Union, and practically no-one outside the Eastern Bloc had heard of it before the fall of the Berlin Wall. In this paper, we examine what that Soviet research achieved and how that platform has now been transformed into a comprehensive Systematic Innovation methodology, suitable for all types of innovation and innovation management issues. In the paper we show how today’s version of the method is helping users to systematically and reliably create breakthrough solutions to problems of all descriptions.

Elon Musk: Tesla, SpaceX, and the Quest for a Fantastic Future

In the spirit of Steve Jobs and Moneyball, Elon Musk is both an illuminating and authorized look at the extraordinary life of one of Silicon Valley’s most exciting, unpredictable, and ambitious entrepreneurs—a real-life Tony Stark—and a fascinating exploration of the renewal of American invention and its new “makers.”

Elon Musk spotlights the technology and vision of Elon Musk, the renowned entrepreneur and innovator behind SpaceX, Tesla, and SolarCity, who sold one of his Internet companies, PayPal, for $1.5 billion. Ashlee Vance captures the full spectacle and arc of the genius’s life and work, from his tumultuous upbringing in South Africa and flight to the United States to his dramatic technical innovations and entrepreneurial pursuits.

Vance uses Musk’s story to explore one of the pressing questions of our age: can the nation of inventors and creators who led the modern world for a century still compete in an age of fierce global competition? He argues that Musk—one of the most unusual and striking figures in American business history—is a contemporary, visionary amalgam of legendary inventors and industrialists including Thomas Edison, Henry Ford, Howard Hughes, and Steve Jobs. More than any other entrepreneur today, Musk has dedicated his energies and his own vast fortune to inventing a future that is as rich and far-reaching as the visionaries of the golden age of science-fiction fantasy.

Thorough and insightful, Elon Musk brings to life a technology industry that is rapidly and dramatically changing by examining the life of one of its most powerful and influential titans.