Category: Human Development
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Measuring AI, Responsibly – V
In the previous post of this series, I was surprised to uncover the lack of a positive correlation between GIRAI and regime types—as defined by The Economist Democracy Index (EDI). I expected the opposite since GIRAI’s design is driven by a human rights agenda. That is, countries with democratic regimes should achieve higher GIRAI scores.…
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A Decolonial Hegel
The road that took me to Hegel was long and winding — to almost paraphrase the Beatles’ last album song. I first spent two-plus years studying engineering, trying to tame incommensurable and difficult-to-digest content thriving under the headings of calculus, advanced mathematics, statistics, and physics. Sleeping was a luxury while staying alive was the goal,…
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Measuring AI, Responsibly – IV
The complexity of measuring RAI in over one hundred countries covering all regions should not be underestimated. GIRAI’s undertaking should thereby be acknowledged and openly praised. In a previous life, I had the opportunity to manage a global ICT for development program covering over 50 countries in all regions. While sleep time suffered quite a…
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Measuring AI, Responsibly – III
Although not unchallenged, GDP remains the indicator’s champion — I am sure Kuznets must still be delighted about this. Most nations work very hard to make it grow at all costs, as, in principle, the gains translate into higher living standards and human development, which are very laudable goals indeed. The flip side is its…
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Measuring AI, Responsibly – I
First published in 2017, Stanford’s AI Index Report provides extensive AI information covering a wide range of topics. Take no prisoners seems to be its implicit motto. The latest 2024 version is the most voluminous yet, with over 450 pages. Areas such as the economy, health, policy and governance, and diversity are part of the…
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AI’s Solo Learning
From a philosophical perspective, the schism between symbolic and connectionist AI boils down to a question of epistemology, which, in turn, triggers additional ontological and ethical differences between the two—as mentioned in my previous post. How a computational agent learns is thus at the core of such a discord. Today, connectionist AI rules the world…
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AI Philosophy
That Neural Networks (NNs) are the most successful AI in history is indisputable. Large Language Models (LLMs) resounding success has made that much more evident and incontrovertible. Curiously, most people do not seem to remember that NNs predated the term “Artificial Intelligence” by over a decade. Indeed, in 1943, a neuroscientist and a mathematician joined…
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AI Typology
While researching the deployment of artificial intelligence within the public sector, I encountered a limited number of precious case studies that poked a bit deeper into the benefits and risks of such a move . For the most part, that set of studies focused on public service provision, while a few explored AI’s institutional impact…
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Decolonizing AI
Just like the Internet, the origins of Artificial Intelligence (AI) are linked to wars and ensuing military operations. In this case, WWII was the critical catalyst in supporting the research efforts of early pioneers such as Turing, Shannon and Wiener. Building on Turing’s theory of computation and recent developments in mathematical modeling, two academic researchers…
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AI Disinformation – II
AI’s astounding evolution in the last decade has been nothing less than spectacular, pace doomers. It has undoubtedly exceeded most expectations, bringing numerous benefits and generating new challenges and risks. The latter is crucial to understand as AI has a bi-polar personality. It is indeed friend and foe. It all depends on how humans (ab)use…
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AI Disinformation – I
The idea of a technological singularity has been around for over 60 years. While initially confined to closed circles of experts, it has been gaining a lot of ground in the race to the future, which, according to its core tenets, will be devastating for us, poor dumb humans. I probably first heard about it…
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Organized Disinformation – I
I still remember the phone number of the line my parents somehow managed to get installed in their first-owned house, a three-story dwelling my father, a civil engineer, helped design and build for a family of seven. It had six digits, which seemed like one too many. When asked, my father said the reason was…
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Disinformation Misinformation
The rainy season had already begun but, as usual, did not provide any relief from that sweltering heat that never abandoned the small rural town. It was a regular Thursday morning, and Cesar planned to head back to the farm riding his mule, always carrying his shotgun. One never knows what might happen along the…
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Data Analysis with ChatGPT
A few days ago, OpenAI launched its Code Interpreter, capable of handling Python programming chores. The interpreter can read files uploaded by users, perform tasks described in the input prompts and, if requested, allow downloads of outputs produced. One can also see the code the platform, uses and download for local replication and improvement. Files…
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Are LLMs Fully Multilingual?
When I first started to play with ChatGPT in December of last year, I was pleasantly surprised to discover it could handle multiple languages. Needless to say, the LLM can handle translation from and into multiple languages. But it can also take non-English prompts and provide responses in the original query language. A recent test…