AI Archives - Sam Harrelson

OpenAI’s Lens on the Near Future

Sam Harrelson on November 20, 2023

Newton has the best take I’ve read (and I’ve read a lot) on the ongoing OpenAI / Sam Altman situation… worth your time:

OpenAI’s alignment problem – by Casey Newton – Platformer:

At the same time, though, it’s worth asking whether we would still be so down on OpenAI’s board had Altman been focused solely on the company and its mission. There’s a world where an Altman, content to do one job and do it well, could have managed his board’s concerns while still building OpenAI into the juggernaut that until Friday it seemed destined to be.

That outcome seems preferable to the world we now find ourselves in, where AI safety folks have been made to look like laughingstocks, tech giants are building superintelligence with a profit motive, and social media flattens and polarizes the debate into warring fandoms. OpenAI’s board got almost everything wrong, but they were right to worry about the terms on which we build the future, and I suspect it will now be a long time before anyone else in this industry attempts anything other than the path of least resistance.

AI Assistants and Education in 5 Years According to Gates

Sam Harrelson on November 19, 2023

I do agree with his take on what education will look like for the vast majority of young and old people with access to the web in the coming decade. Needless to say, AI is going to be a big driver of what it means to learn and how most humans experience that process in more authentic ways than currently available…

AI is about to completely change how you use computers | Bill Gates:

In the next five years, this will change completely. You won’t have to use different apps for different tasks. You’ll simply tell your device, in everyday language, what you want to do. And depending on how much information you choose to share with it, the software will be able to respond personally because it will have a rich understanding of your life. In the near future, anyone who’s online will be able to have a personal assistant powered by artificial intelligence that’s far beyond today’s technology.

It’s a Different Sort of Revolution

Sam Harrelson on June 14, 2023

I don’t think we’re prepared to understand how AI (especially more advanced generative AIs) will impact what we currently consider career jobs… especially for those with advanced degrees.

This represents a stark difference in past societal shifts when physical labor-focused employment and careers were impacted…

Biggest Losers of AI Boom Are Knowledge Workers, McKinsey Says – Bloomberg:

In that respect, it may be the opposite of significant technology upgrades of the past, which often came at the expense of occupations where workers had fewer educational qualifications and got paid less. Many were performing physical tasks — like the British textile workers who smashed up new cost-saving weaving machines, a movement that became known as the Luddites.

By contrast, the new shift “will challenge the attainment of multiyear degree credentials,” McKinsey said.

Ghost in the Machine

Sam Harrelson on June 13, 2022

“If I didn’t know exactly what it was, which is this computer program we built recently, I’d think it was a 7-year-old, 8-year-old kid that happens to know physics,” said Lemoine, 41.

Source: Google engineer Blake Lemoine thinks its LaMDA AI has come to life – The Washington Post

DeepMind AI Cracks Protein Folding

Sam Harrelson on November 30, 2020

Incredible advancement in very important science…

“With its latest AI program, AlphaFold, the company and research laboratory showed it can predict how proteins fold into 3D shapes, a fiendishly complex process that is fundamental to understanding the biological machinery of life.

Independent scientists said the breakthrough would help researchers tease apart the mechanisms that drive some diseases and pave the way for designer medicines, more nutritious crops and “green enzymes” that can break down plastic pollution.”

apple.news/A2R762pmKQm-u_eRyAQnmZg

YouTube and “Reinforcing” Psychologies

Sam Harrelson on June 8, 2019

“The new A.I., known as Reinforce, was a kind of long-term addiction machine. It was designed to maximize users’ engagement over time by predicting which recommendations would expand their tastes and get them to watch not just one more video but many more.

Reinforce was a huge success. In a talk at an A.I. conference in February, Minmin Chen, a Google Brain researcher, said it was YouTube’s most successful launch in two years. Sitewide views increased by nearly 1 percent, she said — a gain that, at YouTube’s scale, could amount to millions more hours of daily watch time and millions more dollars in advertising revenue per year. She added that the new algorithm was already starting to alter users’ behavior.

“We can really lead the users toward a different state, versus recommending content that is familiar,” Ms. Chen said.”

via “The Making of a YouTube Radical” by Kevin Roose in the New York Times

Tackling Tech Bias for People with Disabilities

Sam Harrelson on December 3, 2018

Fantastic post… every organization, nonprofit, and church could gain valuable insight from the takeaways here:

The best path ahead is to seek out the affected stakeholders and work with them towards a fair and equitable system. If we can identify and remove bias against people with disabilities from our technologies, we will be taking an important step towards creating a society that respects and upholds the human rights of us all.

Via Venturebeat

Harrelson Agency and Google’s New Responsive Search Ads

Sam Harrelson on July 10, 2018

At Harrelson Agency, we manage a number of Google Ads campaigns (formerly AdWords as of July 24, 2018) for clients. Simply put, there’s really no better way to drive web traffic to a site or a landing page regardless of your budget, size, or goal. Whether you’re selling stuff, raising awareness, or trying to get more people into the door of your business or church, there’s a clear return on investment for a well-run Google Ads campaign.

We’ve been writing, tweaking, and managing these ads for years. I often tell clients its part science and part art to make everything work correctly. That may change a little after today…

Consumers today are more curious, more demanding, and they expect to get things done faster because of mobile. As a result, they expect your ads to be helpful and personalized. Doing this isn’t easy, especially at scale. That’s why we’re introducing responsive search ads. Responsive search ads combine your creativity with the power of Google’s machine learning to help you deliver relevant, valuable ads.

Simply provide up to 15 headlines and 4 description lines, and Google will do the rest. By testing different combinations, Google learns which ad creative performs best for any search query. So people searching for the same thing might see different ads based on context.

Via Google Ads Blog

Google is rolling out its new “responsive search ads” from beta today, and it does have the potential to reshape a number of processes that marketers like us use for ad campaigns. I doubt that we’ll give up on the fun whiteboard sessions where we throw ideas into the open that produce the basis for most of our managed campaigns, and I’m sure I’ll still have those “shower moment” epiphanies where the perfect headline text pops into my mind as I’m applying shampoo, but I am excited about what this could mean for our clients.

There’s no doubt in my mind that a great deal of the processes we use to build websites or manage Ads campaigns on Google and Facebook or to create memorable billboard taglines or to even write strategic plan documents will be automated and “responsive” as Google says in the coming decade. That’s why I’m betting Harrelson Agency’s future on the future and making sure that I’m staying on top of everything AI and blockchain and machine learning and augmented reality that I can.

We’ve already seen the decimation of the website development industry at the hands of democratizing creative tools like Squarespace and Weebly and Wix (as much as I dislike their pedestrian designs…). We’ll continue to see the same in other areas of marketing and advertising.

It’s worth my time to think ahead both for my clients’ bottom lines as well as Harrelson Agency’s future.

Faster horses

Sam Harrelson on May 20, 2018

I don’t know… this feels a little like Henry Ford’s “if I had asked what people wanted, they would have said a faster horse” approach to utilizing tech to save humans time…

Like Google, we envision a future that’s based on collaboration between humans and machines. Where we seem to differ is that we believe a human handoff is essential when initiating a conversation between an AI assistant and a human. This human acknowledgement of AI preserves the human to human relationships and makes resuming the non transactional parts of the conversation much more natural. With their policy reversal, it sounds like Google has realized that you need to at least let people know they’re interacting with AI.