Thursday, November 30, 2023

g-f(2)1656 Material Science's Golden Age: Google DeepMind's AI Revolutionizes Crystal Discovery


genioux Fact post by Fernando Machuca and Bard

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Introduction by Fernando

In the g-f New Worldthe AI revolution is not just accelerating but also serving as a catalyst for digital transformation across personal, business, organizational, and national levels. This revolution is sparking a series of other disruptions as well.

The AI revolution marks a pivotal moment in human history, characterized by the swift progression of artificial intelligence (AI) and its deep-seated influence on society [Brookings]. AI has transitioned from a specialized area of computer science to a potent force that is molding the future of work, industry, and daily life [Ironhack].

We are presently in the golden age of material science, owing to the groundbreaking work of Google’s DeepMind [Techopedia]. Their AI program, AlphaFold, has revolutionized the field of crystal discovery. AlphaFold employs AI to analyze the amino acid sequence of proteins and predicts the structure of proteins by generating a 3D model [DeepMind]. This significant breakthrough has far-reaching implications for understanding biological processes and developing new materials, heralding a new epoch in material science.


Google DeepMind's groundbreaking discovery of 2.2 million novel crystal structures marks a pivotal moment in material science, opening up a vast new realm of possibilities for the development of innovative materials with transformative properties.

g-f GK Nugget

"Google DeepMind's AI-powered approach to crystal discovery revolutionizes the field, unlocking a treasure trove of potential new materials with groundbreaking properties [TS2]." — Fernando Machuca and Bard

Lighthouse of the Big Picture of the Digital

g-f Foundational Fact

Leveraging the power of artificial intelligence, Google DeepMind has uncovered a staggering 2.2 million previously unknown crystal structures, expanding the known universe of materials and paving the way for a new era of material design and innovation [The Economist].

10 Most Relevant g-f Facts

Lighthouse of the Big Picture of the Digital

  1. Google DeepMind's AI-driven approach to material discovery significantly accelerates the process of identifying novel crystal structures, surpassing traditional methods.
  2. The vast expanse of 2.2 million newly discovered crystal structures provides an unprecedented resource for exploring the potential of new materials.
  3. The diverse range of crystal structures unearthed by this AI-powered approach opens up new avenues for material design and optimization.
  4. The ability to predict the properties of these novel crystals using AI holds the potential for targeted material development with tailored properties.
  5. This breakthrough has implications for a wide range of fields, including electronics, energy storage, pharmaceuticals, and aerospace.
  6. The discovery of novel crystal structures could lead to the development of materials with enhanced conductivity, superconductivity, and energy storage capabilities.
  7. New materials with tailored properties could revolutionize the design and performance of electronic devices, batteries, and medical treatments.
  8. The ability to predict crystal properties using AI could accelerate the development of new materials and reduce the need for costly experimentation.
  9. This breakthrough highlights the potential of AI to drive innovation in material science and contribute to advancements in various industries.
  10. Google DeepMind's achievement underscores the transformative power of AI in scientific discovery and its potential to unlock new frontiers in material science.


Lighthouse of the Big Picture of the Digital

Google DeepMind's discovery of 2.2 million novel crystal structures stands as a testament to the transformative power of artificial intelligence in material science. This remarkable achievement has not only expanded the known universe of materials but also ignited the potential for the development of revolutionary materials with groundbreaking properties. As AI continues to evolve, its impact on material science is poised to accelerate, opening up a world of possibilities for transformative innovations in various fields.


The GK Articles

[The EconomistA Google AI has discovered 2.2m materials unknown to science, The Economist, November 29, 2023.

[TS2Roman PerkowskiinRevolutionary AI Unearths a Treasure Trove of Potential Super Materials, TS2, November 30, 2023.

The "g-f New World"

The "g-f New World" is an innovative creation by Corporation. It's part of the "genioux facts" online program, which aims to illuminate the mastery of the digital landscape¹. The "g-f New World" is a realm that focuses on the revolutionary process of Digital Transformation across industries, organizations, and nations¹.

g-f(2)1580 GK Elixirs Unveiled: Navigating the New World of genioux Wisdom

Here are some key aspects of the "g-f New World":

  • Personal Digital Transformation (g-f PDT): This represents the individual's journey of learning, unlearning, and relearning, fostering an environment where adaptation to the digital era yields not just survival but thriving¹.
  • g-f Treasure: This treasure amalgamates cutting-edge emerging technologies, profound multidisciplinary knowledge, and the force of PEOPLE, the architects of metamorphosis¹.
  • Golden Knowledge (GK): In the heart of the "g-f New World," daily springs of exquisite knowledge converge, known as Golden Knowledge (GK). These precious insights continuously blossom, fostering enrichment and growth¹.

The "g-f New World" is a vision for the future of the world in the digital age. It is a world of unlimited growth and prosperity, where people are empowered to learn, grow, and thrive¹. It is a world where technology is used for good, and where everyone has a chance to succeed¹.

Source: Conversation with Bing, 11/27/2023

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(4) "g-f GK": The Radiance of Limitless Understanding -

"genioux facts" Program

The "genioux facts" is a free online program developed by researcher, professor, and entrepreneur Fernando Machuca (PhD in computer science) and his team¹. The program focuses on "Mastering the Big Picture of the Digital Age" and aims to create a better world in the digital age²⁴⁵.

g-f(2)1641 The 10 Most Read genioux Fact Posts of the Month (11/26/2023)

Here are some key aspects of the "genioux facts" program:

  • Essential Blocks of Executive Knowledge: The program examines the state of the art of the digital age daily to deduce, extract, and produce the essential blocks of executive knowledge, also known as "genioux facts"¹.
  • Golden Knowledge (GK): The "genioux facts" are the building blocks of Golden Knowledge (GK) that can help create a better world².
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In essence, the "genioux facts" program is a beacon in the exploration of the digital age, providing insightful viewpoints on the crossroads of AI and human creativity³. It's a platform that empowers individuals and nations alike to navigate the challenges and opportunities of the digital world².

Source: Conversation with Bing, 11/27/2023

(1) “genioux facts”:.

(2) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

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(4) genioux facts (g-f) - Corporation.

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Who can benefit from genioux facts program

g-f(2)1638 The 10 Most Read genioux Fact Posts of the Week (11/26/2023)

The "genioux facts" program is designed to benefit a wide range of individuals. Here are some groups who might find it particularly useful:

  • Individuals: The program can help individuals understand the digital age and adapt to its challenges and opportunities¹. It's particularly beneficial for those who are curious about the digital age and want to learn more about it².
  • Executives: The program provides essential blocks of executive knowledge, making it a valuable resource for executives who want to stay informed about the latest developments in the digital age¹.
  • Entrepreneurs: Entrepreneurs can benefit from the program's insights into the digital age, which can help them identify opportunities and make informed decisions².
  • Researchers and Professors: Those involved in academic research or teaching can use the program as a resource for understanding the big picture of the digital age².
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In essence, anyone interested in understanding the digital age and its impact on various aspects of life and work can benefit from the "genioux facts" program².

Source: Conversation with Bing, 11/27/2023

(1) “genioux facts”: The online program on "MASTERING THE BIG PICTURE OF ....

(2) genioux facts (g-f) - Corporation.

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The categorization and citation of the genioux Fact post

g-f(2)1642 The Journey to Greatness: Knowledge Lighting the Way


This genioux Fact post is classified as Viral Knowledge: The shareable and impactful information spreads like wildfire through social media.

Type: Viral Knowledge, Free Speech

g-f(2)1656: The Juice of Golden Knowledge

GK Juices or Golden Knowledge Elixirs


genioux facts”: The online program on "MASTERING THE BIG PICTURE OF THE DIGITAL AGE”, g-f(2)1656, Fernando Machuca and Bard,  November 30, 2023, Corporation.

The genioux facts program has established a robust foundation of over 1649 Big Picture of the Digital Age posts [g-f(2)1 - g-f(2)1655].

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