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Saturday, July 5, 2025

The Small Business Administration (SBA)

 The Small Business Administration (SBA)



The Small Business Administration (SBA) is a United States government agency that provides support to small businesses and entrepreneursIts mission is to "aid, counsel, assist, and protect, insofar as is possible, the interests of small business concerns" and to ensure they receive a fair share of government contracts and property sales according to USA.gov. 
Key Functions of the SBA:

Source: Google AI

Monday, June 30, 2025

AI Breakthroughs Are Bringing Hope To Cancer Research and Treatment

 AI Breakthroughs Are Bringing Hope To Cancer Research and Treatment



We are living in an extraordinary time for technology, with AI and its application across so many areas being the latest — and by far — the greatest development. Today, I want to share what we're seeing at Google and put some of the AI opportunities into context — in particular to support the diagnosis, treatment, care and cure of cancer.

Throughout history, there have been a limited number of technologies that change everything. Economists call them “general purpose technologies” — they can affect an entire economy at a national or global level. They can alter societies through their impact on economic and social structures. General purpose technologies are very rare: They include the steam engine, electricity, the internet and now AI. Their power isn’t in the initial invention: it’s in the applications it makes possible when, to use another word from the economists, there’s “diffusion” — it spreads across all industries, throughout the economy.

Much like the steam engine — which was initially developed to pump water out of mines — it demonstrated its full transformative power only when it was put to use powering ships, trains and factories.

AI is one of those technologies. As a general purpose technology, it has tremendous potential across four broad areas: First is driving economic growth. Economists estimate that if AI is applied across industries, we could collectively have an uplift to global GDP of about $20 trillion by 2030.

The remaining three areas are highly related to health, and that's what I'm going to spend time covering today: accelerating scientific breakthroughs, supporting better delivery and outcomes and strengthening cybersecurity.

Making Cancer “Manageable”

I’m coming to you today first as someone who’s privileged to work at Google with some of the planet’s most brilliant engineers, scientists and researchers. I’m a finance person — they humor me (mostly because they must). I recently spoke with one of my colleagues, a gentleman by the name of Vint Cerf. If you use any of the many search engines out there to learn more about him, you'll see that Vint is recognized as the father of the internet.

I asked the father of the internet for his perspective on the impact of AI relative to the internet. And he said he believes AI has greater potential than the internet, in his words, “because it can augment human capabilities.” It is a partner for all of you, for each of us.

I’m also coming to you as someone who has had cancer — twice. When I was first diagnosed, my children were very young: 5, 7 and 9 years old. For me, like many of your patients, everything was fine — until it wasn’t. I went in for my typical annual mammogram and found out I had breast cancer. And then the journey began, resulting in a double mastectomy and chemo.

The first thing I felt was fear — in particular, fear that I wouldn’t see them grow up, see who they would become, be there for graduations and so much more — as well as fear about the process of treatment.

Two years later, I was diagnosed with cancer again. That time was even scarier, because I thought I had done all I could possibly have done. And then there was more chemo, more surgery and this time, also radiation.

What I learned through the process: As difficult as my cancer was, for me it was manageable. And I learned that that word “manageable” was my friend.

I know I’m one of the privileged ones thanks to the extraordinary care I received at Memorial Sloan Kettering from people like my exceptional oncologist then, and my good friend now, Dr. Cliff Hudis and now ASCO’s CEO. I’m so grateful for everything — every step on the journey he took with me. And of course, luck. By coincidence Memorial Sloan Kettering was founded as New York Cancer Hospital on this date, May 31, in 1884.

Cancer is not yet manageable for all patients, and certainly not yet for all cancers. Even as AI is helping to make cancer “manageable” a reality for more people — which is, in and of itself, great progress — the ultimate goal, of course, is to look beyond manageable to preventable, and curable.


Introducing "NUTRITION and CANCER"

🥦 Introduction To Nutrition and CancerBegin your exploration into the realm of nutrition and its pivotal role in overall health. Understand the challenges posed by cancer and the potential of dietary interventions in promoting wellness and resilience.



Source: Google Blog

Friday, June 27, 2025

Google’s 10th Annual Environmental Report

 Google’s 10th Annual Environmental Report


This year’s most important highlight demonstrates a pivotal milestone: We reduced our data center energy emissions by 12%. 1

Delivering record clean energy while investing in future energy breakthroughs

Despite a 27% increase in electricity demand to power our data centers, we successfully decoupled our operational energy growth from its associated carbon emissions. This was largely due to more than 25 clean energy projects we’d contracted over the past several years — some as far back as 2019 — coming online in 2024. Together, they added 2.5 gigawatts of new clean energy to the grids that served our operations last year. That’s roughly equivalent to more than 4 million solar panels. 2 This record investment pushed our carbon-free energy use from 64% to 66% on an hourly basis, 3 proving that with focused effort, it’s possible to power AI and all our products and operations with cleaner energy as we scale.

We continue to build on these gains. In 2024, we made our largest-ever procurement of clean energy, adding 8 gigawatts to our portfolio, more than we’ve ever done in a single year. 4 But you can’t run the future on yesterday's infrastructure and grid. Powering the next wave of innovation — especially AI — requires us to solve some of the most significant challenges of our time: not only generating vast amounts of clean, reliable energy, but also using it efficiently.

So we’re focused on building and operating the world’s most energy-efficient data center infrastructure, optimizing our models and hardware to use less electricity, and pushing the frontiers of advanced energy development.

In 2024, Google data centers used 84% less overhead energy than the industry average. 5 And we’re leading the industry in making AI models better, faster and more efficient, for example through techniques like quantization which have sped up large-language model training efficiency by 39%6 Ironwood is our seventh-generation and most powerful, capable, and energy efficient Tensor Processing Unit (TPU) — using nearly 30 times less energy than our first Cloud TPU from 2018. 7

We’re also actively investing in the creation of next-generation solutions like advanced nuclear and enhanced geothermal. These powerful energy sources ensure we can continue to promote economic growth and, most importantly, build and deliver the benefits of AI to people all over the world.


Learn more <<<


The Small Business Administration (SBA)

  The Small Business Administration (SBA) The Small Business Administration (SBA) is  a United States government agency that provides suppor...