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   On February 28, 2022, S&P Global completed its merger with IHS Markit, the
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   Look Forward: Multidimensional Transition
   
   The global energy system has been in continuous transition for centuries, but
   it is the current transition that has everyone talking.
   
   Look Forward: Supply Chain 2024
   
   The COVID-19 pandemic has transformed the concept of supply chains from
   narrowly defined operational systems within companies to a new framework for
   the manufacturing and distribution of goods defined less by operational and
   cost efficiencies and more by alignment with national interest and
   geopolitical competition.
   
   Read: Artificial Intelligence Insights
   
   The advancement of generative AI is equally important to economic development
   as other major trends. We aim to provide this information in three parts: AI
   Fundamentals, AI Applications, and AI Governance & Regulation.

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ARTIFICIAL INTELLIGENCE INSIGHTS


 * ON THIS PAGE
   * ON THIS PAGE
   * Introduction
   * Latest Research
   * AI Fundamentals
   * AI Applications
   * Governance & Regulation
   * Podcasts & Videos
   * Events
   * Generative AI Digest

On the afternoon of Feb. 9, 1964, a group of young men from Liverpool, England,
ducked out of the chill wind and freezing temperatures of Manhattan’s theater
district into the gothic vestibule of CBS Television’s Studio 50. That night,
the Beatles made their first appearance on The Ed Sullivan Show, debuting in
front of an American audience of 73 million. This moment has come to be regarded
as a watershed event, marking a decisive shift in the course of cultural
history.

On Nov. 30, 2022, an American artificial intelligence research laboratory called
OpenAI announced the release of a large language model-based chatbot called
ChatGPT. The new ChatGPT, available only as an early release, was a sibling to
its earlier model InstructGPT. It allowed users to interact conversationally by
giving prompts and asking follow-up questions. The release of ChatGPT introduced
a wider audience to a new type of technology known as generative artificial
intelligence.

Events can appear singular, but they are not. Both the debut of the Beatles for
an American audience and the release of ChatGPT were the products and
culminations of a series of preceding events, stories and developments. The
Beatles provided a new take on existing American music, reinterpreting and
repackaging elements from the blues and other Black musical traditions, via
Liverpool and Hamburg. Similarly, OpenAI did not invent the transformer
technology on which generative AI is based. ChatGPT wasn’t the first chatbot,
but its ease-of-use and user-friendly interface drew widespread attention.



Making Sense of Artificial Intelligence

--------------------------------------------------------------------------------

 * From "Energizing innovation: Exploring AI’s impact on the energy industry"


"THE NEED TO LEVERAGE AI TO STAY COMPETITIVE WILL ALMOST CERTAINLY ACCELERATE
THE TREND OF ENHANCED DIGITAL MONITORING AND “DIGITAL TWINNING” OF PHYSICAL
ENERGY ASSETS."



AI IN ENERGY

 * From "Machine Learning: The Fundamentals"


“MACHINE LEARNING IS THE BASIS OF A VARIETY OF APPLICATIONS IN AI, RANGING FROM
LARGE LANGUAGE MODELS TO COMPUTER VISION, SPEECH RECOGNITION, SPATIAL
RECOGNITION AND MORE.”



MACHINE LEARNING

 * From "Metaverse and Generative AI: Envisioning the Future of Human-Computer
   Interaction"


"ADVANCEMENTS IN TECHNOLOGIES THAT SUPPORT THE METAVERSE AS WELL AS THE
‘HYPER-ANALYTICAL’ FUNCTIONS OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE
WILL INVARIABLY LEAD TO ADVANCEMENTS IN COMPUTING TECHNOLOGIES, SUCH AS QUANTUM
COMPUTING."



METAVERSE AND AI

 * From "Artificial Intelligence and Alternative Data in Credit Scoring and
   Credit Risk Surveillance"


"AT S&P GLOBAL MARKET INTELLIGENCE, WE ARE LEVERAGING AI TO COLLECT, CLEANSE,
SCREEN, TEST, AND ULTIMATELY INTEGRATE FIRMS' DIGITAL FOOTPRINTS IN OUR CREDIT
RISK MODELS."



AI IN CREDIT RISK

 * From "AI in Banking: AI Will Be An Incremental Game Changer"


"GENERATIVE AI IN BANKING COULD RAPIDLY AND CHEAPLY… GENERATE HYPER-PERSONALIZED
PRODUCTS AND SERVICES, OR ACCELERATE SOFTWARE ENGINEERING, IT MIGRATION, AND
MODERNIZATION OF PROGRAMS. IT COULD ALSO AUGMENT HUMANS' ABILITIES, THROUGH AI
CHATBOTS OR VIRTUAL ASSISTANTS."



AI IN BANKING

 * From "AI for Security, and Security for AI: Two Aspects of a Pivotal
   Intersection"


"FOR DECADES, MACHINE LEARNING HAS BEEN PART OF THE TOOLKIT USED IN CYBER THREAT
MANAGEMENT, BUT RECENT ADVANCEMENTS IN TECHNOLOGY — PARTICULARLY THE
TRANSFORMER, WHICH PUTS THE 'T' IN CHATGPT — ARE POISED TO TRANSFORM THE
CYBERSECURITY INDUSTRY."



AI IN CYBERSECURITY

‹

›


LATEST RESEARCH


 * ENERGIZING INNOVATION: EXPLORING AI’S IMPACT ON THE ENERGY INDUSTRY
   
   AI in Energy
   


 * LANGUAGE MODELING: THE FUNDAMENTALS
   
   Language modeling


 * CAN GENERATIVE AI CREATE A PRODUCTIVITY BOOM?
   
   AI Productivity

   


HELP US CREATE THE RESEARCH YOU NEED.



SUBMIT FEEDBACK


AI FUNDAMENTALS

 *  * 
    * January 23, 2024
   
   
   LANGUAGE MODELING: THE FUNDAMENTALS

 *  * Look Forward
    * January 10, 2024
   
   
   CAN GENERATIVE AI CREATE A PRODUCTIVITY BOOM?

 *  * 
    * November 28, 2023
   
   
   FOUNDATION MODELS POWERING GENERATIVE AI: THE FUNDAMENTALS

 *  * 
    * November 28, 2023
   
   
   MACHINE LEARNING: THE FUNDAMENTALS

 *  * 
    * November 7, 2023
   
   
   METAVERSE AND GENERATIVE AI: ENVISIONING THE FUTURE OF HUMAN-COMPUTER
   INTERACTION




AI APPLICATIONS

 *  * Look Forward
    * March 13, 2024
   
   
   ENERGIZING INNOVATION: EXPLORING AI’S IMPACT ON THE ENERGY INDUSTRY

 *  * 
    * December 4, 2023
   
   
   ARTIFICIAL INTELLIGENCE: WHAT ARE THE KEY CREDIT RISKS AND OPPORTUNITIES OF
   AI?

 *  * 
    * November 28, 2023
   
   
   AI FOR SECURITY, AND SECURITY FOR AI: TWO ASPECTS OF A PIVOTAL INTERSECTION

 *  * 
    * November 14, 2023
   
   
   GEN AI IS WRITING A NEW CREDIT STORY FOR TECH GIANTS

 *  * 
    * October 31, 2023
   
   
   AI IN BANKING: AI WILL BE AN INCREMENTAL GAME CHANGER

 *  * 
    * October 10, 2023
   
   
   ARTIFICIAL INTELLIGENCE AND ALTERNATIVE DATA IN CREDIT SCORING AND CREDIT
   RISK SURVEILLANCE

 *  * 
    * September 13, 2023
   
   
   GENERATIVE AI USE CASES COULD BOOST DOCUMENT AND CONTENT MANAGEMENT SOFTWARE




GOVERNANCE & REGULATION

 *  * 
    * November 28, 2023
   
   
   THE AI GOVERNANCE CHALLENGE



--------------------------------------------------------------------------------


LATEST PODCASTS & VIDEOS

Next in Tech Podcast Series
 *  * Next in Tech
    * March 13, 2024
   
   
   AI INVESTING
   
   Episode 157
 *  * ESG Insider
    * January 19, 2024
   
   
   HOW AI BECAME THE BUZZWORD AT DAVOS
   
   Episode 199
 *  * Next in Tech
    * November 22, 2023
   
   
   AI SECURITY APPROACHES
   
   Episode 143
 *  * Next in Tech
    * October 12, 2023
   
   
   IMPRESSIONS OF AI IN SOCIETY
   
   Episode 137




RELATED EVENTS & WEBINARS


 * Webinar
 * Feb. 29 2024


QUARTERLY CYBER FOCUS:




AI FOR SECURITY-SECURITY FOR AI



Register
 * Webinar
 * Replay


THE BIG PICTURE:




GENERATIVE AI’S IMPACT IN 2024 AND BEYOND



Watch
 * Webinar
 * Replay


THE DATA DIVIDEND:




SCALING AND ACCELERATING THE IMPACT OF AI WITH TRUSTED DATA



Watch
 * Webinar
 * Replay


BEST PRACTICES FOR GENERATIVE AI RISK MANAGEMENT AND PREVENTION

Watch
 * Webinar
 * Replay


AI & NEW TECHNOLOGIES LEADING DISRUPTION IN MEDIA INDUSTRY

Watch
 * Webinar
 * Replay


ANALYZE THE AI MARKET & EXPLORE NEW TECHNOLOGIES

Watch
 * Webinar
 * Replay


TRANSFORMING THE ENTERPRISE: NAVIGATING GENERATIVE AI’S IMPACT

Watch
‹

›




GENERATIVE AI DIGEST


MARCH 2024


FEBRUARY 2024


JANUARY 2024


DECEMBER 2023


NOVEMBER 2023


OCTOBER 2023


SEPTEMBER 2023


AUGUST 2023


JULY 2023

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