Category: Economics

  • Are LLMs Fully Multilingual?

    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…

  • More on AI Programming

    More on AI Programming

    In the coldhearted realm of disinformation, deepfakes seem to reign supreme, bullying all others around along the way. The fact that they have multiple personalities makes them even more insidious. Voice, text, images and video content are some of the most common, with combinations among them being a frequent occurrence. Lip-syncing the voice of a…

  • AI and Open Source – II

    AI and Open Source – II

    Linux Freedom I first heard about Linux a couple of months after returning from the 1992 UN’s Earth Summit in Rio de Janeiro. I was working part-time as a Research Associate in one of the social research centers of my college while doing consultancies on my own – thus the Rio trip. The academic job…

  • AI and Open Source – I

    AI and Open Source – I

    By all accounts, the ChatGPT “revolution” has triggered a well-deserved resurgence of free software or Open Source free/Open Source software (FOSS) that, some argue, will allegedly challenge the dominance of Big Tech over LLMs. While I disagree with such a prediction, I think FOSS can still play a vital role, as it did over 20…

  • ChatGPT Productivity and Hallucinations Mix

    ChatGPT Productivity and Hallucinations Mix

    Undoubtedly, ChatGPT has taken the world by storm. Few will dare deny such a non-violent takeover. And, as expected, the now familiar digital innovation hype factory is holding yet another massive and seemingly endless ball, including reluctant doomsayers. OpenAI’s March ChatGPT API release added fuel to the hype bonfire by opening the door for developers…

  • The Dynamics of Global Development, South and North

    The Dynamics of Global Development, South and North

    The Development of Development In its beginnings, unmovable numeric rankings permeated the always slippery and bumpy development racetrack. Stuck in first place were a selected group of countries labeled as developed, even though many were still rebuilding their economies after the bloody World War II that killed 3 percent of the world’s total population. Led…

  • The Real Structures Sustaining the Cyberspace Imaginary – II

    The Real Structures Sustaining the Cyberspace Imaginary – II

    History Matters Following the historical evolution of the Internet and Cyberspace sheds light on the origins of the “superhighway” and “virtual” metaphors, depicted in the first part of this post. Useful summaries from a pure infrastructural perspective are available from the NFS and UCSD, the latter furnishing cool schematic diagrams of the overall network architecture.…

  • The Real Structures Sustaining the Cyberspace Imaginary – I

    The Real Structures Sustaining the Cyberspace Imaginary – I

    Recreating the Imaginary If I were to ask another human being (not ChatGPT) for directions on how to get to Cyberspace, most would probably think I am joking. Others might consider me an imbecile or conclude I must be flying high on drugs. Finally, a selected few might quickly flash their super smartphones and try…

  • AI’s Seemingly Elusive Infrastructure – II

    AI’s Seemingly Elusive Infrastructure – II

    Undoubtedly, the infrastructural requirements used to produce the 2020 175 billion GPT-3 model are hefty by most standards. But, of course, that just means that competitors now striving to generate their own creatures on the same genre must have access to similar infrastructure  – not to mention talent. And we can count their number with…

  • AI’s Seemingly Elusive Infrastructure – I

    AI’s Seemingly Elusive Infrastructure – I

    ChatGTP’s sudden and arguably premature success has yet again exposed the usually overlooked link between so-called “virtual” digital technologies and very tangible infrastructure. Indeed, early adopters of the latest incarnation of GTP-3-based bots directly experienced repeated network and login failures. That happened a few times in December when I started playing with the newly launched…

  • ChatGPT’s New Version

    ChatGPT’s New Version

    Yesterday, OpenAI released a new iteration of ChatGPT, version 3.5.  To quickly check, I decided to ask some of the same questions I did back in December. The table below compares the results. ChatGPT November 2022 v3.0 January 30 2023, v3.5 1.  Can you perceive any gaps in your training? As a computational agent, I…

  • Chatting with ChatGPT

    Chatting with ChatGPT

    OpenAI’s new shiny chatbot, with the not-so-brilliant name of ChatGPT, has taken the world by storm, surprising most, company staff included. Evidence of the latter stems from the fact that whenever one tries to access the platform,  a message announcing imponderable delays quickly pops up on the screen. Clearly, the current demand is way above…

  • ICTs and Emissions – V

    ICTs and Emissions – V

    Walking Around the Main Gallery Unlike its basement, the abode’s main gallery is noisy, crowded and chaotic, offering a maze-like layout we need to navigate safely. Indeed, one can easily get lost, and while checking in is pretty simple, finding one of the exit doors is undoubtedly far more elaborate. Thus, we must stand on…

  • Digital Technologies and Sustainable Development: The Missing Link

    Digital Technologies and Sustainable Development: The Missing Link

    Context Nowadays, digital technologies occupy most of the interstices of society. While the global pandemic exposed glaring gaps, especially in developing countries, avoiding their mantra seems torturous. Undoubtedly, their rapid diffusion in the last 30 years is historical (Comin & Mestieri, 2018). However, once touted as unstoppable drivers for social change, many now perceive modern…

  • ICTs and Emissions – IV

    ICTs and Emissions – IV

    Environmental Footprints As previously mentioned, data centers (DCs) depend not only on energy consumption but also require plenty of water for survival, just like humans. We thus have increasing competition for a critical resource, significantly when droughts and wildfires are increasing. Not surprisingly, the availability of adequate and nearby water resources is one of the…