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David Lemayian Blog

David Lemayian Blog

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Monty Hall Project Management

The Monty Hall problem is a probability puzzle based on a game show scenario. But it has surprising applications in project management. A new World Bank study shows how mid-course adjustments can lead to better project outcomes.

Hope is not a strategy

Whether you're building a house or running a business, you can't just hope things turns out right. You have to be there, every day, checking the progress, making sure the materials are right, and the work is done well.

REPORT: Governing AI for Humanity - A Global Call for Cooperation and Governance

The United Nations High-level Advisory Body on Artificial Intelligence report on global governance of AI, outlining concerns and recommending solutions for the global governance of artificial intelligence (AI).

Comparative Analysis of the Draft Information And Communications Technology Authority Bill, 2024

A comparative analysis of the draft Information And Communications Technology Authority Bill, 2024, against the April 2024 draft and the current 2013 Presidential Order that constituted the ICT Authority. The article also reflects on the proposed accreditation of ICT service providers in the draft bill.

Kenya and Africa in the Stanford HAI AI Index Report 2024

While heavily US leaning, here are some takeaways on Kenya (and Africa) from the AI Index Report 2024 released by Stanford Institute for Human-Centered Artificial Intelligence (HAI).

Made in Africa: An African Perspective to the Design, Deployment and Governance of AI

In the first of a six part paper, we have developed a framework through which we will be contributing to the discussions and perspectives of Africans to the design, development , and governance of Artificial Intelligence in Africa. This includes Data & Data Systems, Infrastructure, Talent, and Market.

How East Africa can use AI to unlock e-commerce billions

The convergence of AI and e-commerce presents a transformative opportunity for Kenya and East Africa as a whole. By embracing AI-driven innovation, countries in the region can unlock new sources of economic growth, drive job creation, and enhance competitiveness in the global marketplace.

What happened to Civic Tech in Africa?

Neema Iyer and David Lemayian discuss the evolution of Civic Tech in Africa and the challenges and opportunities that lie ahead.

“The Testament of a Furniture dealer” - IKEAs Timeless Handbook on Values and The Visionary Legacy of Ingvar Kamprad

Revisiting IKEA founder Ingvar Kamprad's visionary leadership principles - a timely reflection on values of humility, empowerment, cost-efficiency, and service that still steer the company today.

What Does “GPT” in ChatGPT Stand For?

ChatGPT's name refers to the AI architecture powering it - Generative Pre-trained Transformer. The 'Generative' indicates its ability to produce new text, while 'Pre-trained' means it has learned foundations from vast datasets. 'Transformer' refers to the type of neural network that excel at contextual relationships in text, allowing ChatGPT's human-like responses.

My favorite finds of 2023

I would have liked to present you with a smorgasbord of data from my life in 2023 instead I have a few words, a few pictures, and a few lists. I hope you enjoy them.

Decoding the 2023 Government AI Readiness Index: Opportunities and Strategies

The 2023 Government AI Readiness Index evaluates and ranks the readiness of governments worldwide for the implementation and integration of artificial intelligence (AI) in public services. This is an analytical summary of the report, with a focus on North America and Western Europe.

Google is not a tech company

Google is not a tech company. Google is an advertising company that uses technology to corner and dominate the ad market.

What is RLHF and Why Does OpenAI Co-founder Sam Altman Think It Will Reduce Bias in AI?

Analyzing RLHF's role in mitigating AI bias, historical context, and the societal implications of AI ethics.

SHORT: The Pontiac Ice Cream Problem

The Pontiac Ice Cream Problem

Build vs Buy: What's the Best Software Solution for Non-Profits?

Exploring the crucial decision non-profits face: to build or buy software. Dive into the pros, cons, and a unique hybrid solution.

What makes Software Developers More Productive? Findings from a self-reporting study at Microsoft

How does one accurately measure software development productivity? A study at Microsoft took a stab at surfacing insights from self-reported measures.

The Four Models of the Chief Technology Officer Role

CTO positions can seem confusing in different organisations. Here are four general models observed based on Tom Berray’s 2002 framework

“It’ll take more than critical thinking, it’ll take civic-thinking.” – an interview with David Lemayian

This blog was orignally published on the Citizen Lab blog

Your algorithm hates you

Important decisions about your life are being made by artificial intelligence — and the algorithms could be biased against you.