Upgrading Our AI Quotient.
Here is a highly curated list of resources that can help us increase our AI Quotient.
In the comments section please share resources for the generalist not a technologist (for instance GitHub or Hugging Face) you would suggest to augment those I share below
1. Ethan Mollick.
If there is a single person I would recommend reading and following to be informed about AI it is Ethan Mollick
Ethan is an Associate Professor at the Wharton School of the University of Pennsylvania, where he studies and teaches innovation and entrepreneurship, and also examines the effects of artificial intelligence on work and education.
Here are two ways to embrace and learn from Ethan
a) His book Co-Existence which you can learn about and get from here . While every chapter is worthwhile you will not be the same after reading AI as a Creative.
b)Besides his book an absolute must is his Substack called One Useful Thing which is free to subscribe to and is available here
A good instance of how mind blowing this resource is you should click his August 1 post called “On Speaking to AI” and scroll down and listen to the very short audio clips under the section Chat GPT Voice as Agent.
Here is a second instance of how amazing his Substack is. In this exercise he uploaded to Claude 3.5 ( Anthropic’s competitor to Open AI and Gemini) the pdf of the first world war novel “All Quiet on the Western Front” and asked it to remove the squid. There is no squid in this novel but Ethan kept insisting. Click on the picture below so you can read what transpired. It will blow your mind.
These two simple exercises which will take you five minutes will probably change how you think about AI as much as any consultant deck or all day conference.
2) A16Z.
Andreessen Horowitz has some amazing resources regardless of your level of sophistication.
A key resource is the updated Top50 Gen AI Web products site which you can find here. See image below. This occasional post not only provides a list but an analysis on what is happening. For instance the rise of creative tools and significant competitors to Chat GPT.
As importantly A16z have a number of wonderful podcasts. Here is the one on AI.
3) The Essential Eight Products To Use.
Here are the 8 essential products to use for the person who is not a technologist which will allow one to both access most of the wonders of the new technologies but also stay up to date and smart about the space.
The first five would be to subscribe to the first 5 resources in the Top Gen AI Web Products List shared above.
Number 1 (ChatGPT) and number 4(Claude) are two massive LLM;s you should use for sure and if you can afford to upgrade from free to the paid version ($20 a month each). Given that AI is improving exponentially the paid levels are much more state of the art than the free versions. But if you cannot you will receive the same functionality as paid for free in about 6 to 9 months which is an indication of the leap frogging between generations and competitors.
Google paid 2.7 Billion dollars to acquihire the leaders of the Number 2 most visited product (Character.ai) and has one of them now co-running Gemini. Its a way to personalize a chat bot.
Number 3 ( Perplexity) hints at the future of search. While there is a lot of angst about copyright issues about this product we can expect many other search competitors including from OpenAI the maker of ChatGPT built on materials licensed from FT, Conde Nast and others.
Finally at number 5 (Suno) we can see a future of music creation. This company is also embroiled in copyright issues but is indicative of the direction of music creation.
In addition to these five I would recommend Number 12 (Eleven Labs) which is abut audio particularly dubbing and voice translation and Number 18 (Mid Journey) for images. A few days ago Mid Journey became much easier to use since you no longer have to have access via Discord.
Finally I would recommend using Runway ML which is not on this list to understand how AI is being used to make video including movies simply by typing in text. Watch the video below and also go to the site here and see the movies being made with this tool.
These 8 essential products cover 2 major models ( chatGPT and Claude), 2 audio models ( Suno and Eleven Labs), a search engine ( Perplexity), an image creation tool( MidJourney), a text to video tool ( RunwayML) and a character creation and customized chat friend (Character.ai)
All of these are accessible globally, easy to use and have free versions.
4. Shelly Palmer.
Shelly Palmer is a friend of mine and offers a wonderful free daily news letter on AI which you can subscribe to here.
I read Shelly daily and his newsletter not only quickly covers the key stories of the day but also provides a link to other developments that will keep you updated without you having to hunt and peck all over.
Shelly also has a website of free resources as well as paid courses you can access here.
One of the reasons I point to Shelly is that he has re-invented himself again and again.
Remember those Meow-Mix jingles? Shelly wrote those. He was big in radio, film and tv and then got technology patents for for interactive television systems. Today he has become a deep expert in the field of AI. He is a living testament to anybody who says they are too old or it is too late to embrace and lead the future.
In addition it also helps that he is a deep thinker who today runs his own firm and is therefore free to express his beliefs on how AI will revolutionize things without fear but with the wisdom and nuance of someone seasoned.
5. What Next?
While What Next? a podcast I host covers topics far broader than AI, almost every recent episode has discussed how AI is impacting different fields of business from learning to commerce to writing to Asian SuperApps and we have had over a dozen world class AI experts from all over the world as guests discussing the space including an episode where AI tried to replace me! ( Will the real Rishad Tobaccowala please stand up)
This weeks episode has a world renowned cyber security and AI expert from Israel who spent years in the Israel Defense Force open our eyes about what AI is going to do to cybersecurity.
All episodes are free to listen to and are also free of any advertising or promotion. They are are professionally recorded and tightly edited to a little over 30 minutes and are available on every major platform in the world.
Here are the Spotify and Apple links:
Spotify:
Apple:
Feel free to add key resources you believe help people who are not steeped in technology become smarter in the AI in the comments section.
AI-volution of Culture 2.0
Some of you will remember that last year, I shared access to an event called the AI-volution of Culture hosted by Quilt.AI (I am on their board).
The second edition of this event is taking place in New York City on Sep 20. Speakers range from senior execs of large companies (Bel, McDonalds, Estee Lauder, Pfizer etc) to celebrities including Trevor Noah and the incredible world renowned chef Massimo Bottura - all discussing AI.
This year, I will be co-hosting the event along with the Founders of Quilt.AI.
I plan on sharing a preview of my second book in addition to hosting conversations on remaining relevant in the short, middle and long term.
Like last year I have some complimentary tickets available. Here is the event link and the code you can use to avail of the complimentary ticket.
Event Link: https://www.quilt.ai/ai-volution-of-culture
Code: Rishad
The Power of Accessibility
Accessibility is a key to successful businesses and individuals.
Accessibility is defined as the quality of being easy to approach, reach, enter, speak with, use, or understand.
Every individual and business should audit themselves on how accessible they are.
a) Do we speak simply without using buzz-word bingo and with authenticity, clarity and empathy?
b) Are we easy to get a meeting and appointment with or are there an armada of apps, phone trees, executive assistants and other flora and fauna that camouflage us and weeks pass between a request and a meeting?
c) Can a customer access and return products and cancel services across all channels whenever and wherever they want or does one have Roach motel model where it is easy to get in but impossible to get out?
d) Is there a pricing and sizing model that enables people to easily try a product or fit it into their budget.
Accessibility is a sign of excellent leadership.
Accessibility enables leadership to be more effective because it helps in alignment, enhances speed and upgrades the quality of feedback.
a) Alignment: When a leader communicates clearly and simply it often results in high performing teams since everyone knows what needs to be done, how it is to be done, and by when it needs to be done.
b) Speed: If it is easy to reach a leader this enhances the tempo of an organization and reduces the time between the signal and the reaction. We should measure the time it takes between when someone has requested a meeting and the meeting happening and ask if there is a significant gap will it not detract from the agility, flexibility and rapid response we say the firm should have?
c) Feedback: If leaders are very approachable, they are likely to learn more about what is going on in the organization both good and bad. Every leader should ensure that they are not surrounded by sycophants, gatekeepers and other senior leaders. The signal comes from the edges where people are connected closely with manufacturing, customer service and competition.
Accessibility drives Business Growth
Today whether it is Microsoft or Walmart or McDonalds or so many other successful companies one will find they are highly accessible companies almost “elastic” in nature (built over a very strong DNA and Brand Vision).
They are all highly accessible in the following ways:
a) Omni-Channel: They can be bought in many ways leveraging apps, drive-throughs, off-line and online-channels. Amazon makes it easy to both get products delivered to lockers and to return products at Whole Foods and other stores.
b) Permeating and Leveraging Culture: Whether it is McDonalds aligning with and leveraging culture, Walmart enabling entertainment and streaming and many brands aligning with influencers, sports or local events these Brands feel both human and relevant to people’s lives.
c) Embracing Technology: During the recent Walmart Quarterly results, they shared how AI was being used to enhance certain capabilities by 100X
Walmart president and CEO Doug McMillon told investors during its fiscal second-quarter earnings call on Aug. 15 that the company has used multiple large language models to create or improve more than 850 million pieces of data in its product catalog.
“Without the use of generative AI, this work would have required nearly 100 times the current headcount to complete in the same amount of time.”
But as importantly the new tech has significantly enhanced searching for products where today on the Walmart platforms one can search using terms such as “Help me plan a football party” or “How to get prepared for a newborn” versus searching for individual products.
Accessibility enhances Brand Building.
a) Customer Service: Forget the advertising and bombastic claims of a brand. Instead check out customer service. The biggest mistake that many Brands have made is to consider customer service an expense they need to reduce by automating, phone-treeing and off-shoring versus it being a tattoo moment that can quickly calm an irate customer and turn them into a long-term advocate. Customers are most likely to connect when things go wrong, and this often happens at the same time in many industries such as airlines and often takes time to resolve. Yet most companies plan for peak capacity assuming the normal run of business and get overwhelmed. This happens again and again, and one wonders who is in charge. By being highly accessible customer service can become an asset and brand builder versus and expense.
b) Customized Interactions: Different people like learning and interacting with a Brand in different ways. Some prefer written information and others voice and others video. Some would like to interact with a User Interface and others with a Human Face. The most important parts of customization may not be how one personalizes the ad or the media but how creates a spectrum of interactions that make the brand or the company to be accessible in a personalized way. Today this is often done using AI scaled content and responses that augment human touch.
c) Variable Financing: The more ways someone can pay for a purchase or service the more accessible it becomes. From a variety of credit cards to pay overtime programs to different tools including Cash App, Pay Pal the more a brand enables a spectrum of purchase options the more it ensures accessibility.
Accessibility is a superpower.
Generosity as a Strategy.
Image by vrayvenus
Generosity as an approach to Life.
A CEO shared a story about how a poor family of immigrants stopped to help someone who had a flat tire in bad weather. After the tire was changed, the individual offered money to the family. They turned it down saying “Today it was you. Tomorrow it might be us.”
Sooner or later, everybody finds themselves needing help and depending on acts of generosity. It might be some form of aid, guidance, a person to talk to who will listen, a leg-up or sometimes gently delivered difficult to hear advice.
By being there and helping when someone is in need ensures good “Karma.”
If what goes around comes around it may make sense to send good stuff people’s way.
Generosity makes for a better life for not just the recipient but also to the giver.
Generosity as a differentiator and moat.
If strategy is future competitive advantage, generosity is smart for individual or company strategies.
Generosity builds good will which is both an asset and a moat.
It is an asset in that it can be tapped in the future.
It is a moat because when an individual or a company has been generous in times of trouble their employee or customer are less likely to switch to a different firm for a lower price or higher pay.
Generosity is also a key differentiator in that usually when a person or firm needs help there are few people willing to help someone out of power or in trouble. Those individuals and brands who do help stand out and their showing up and helping when others are not burns into the emotional and mental memory of the recipient.
Emotional connections are harder to sever or replace than financial connections.
Generosity as an emotional connector to brand building.
A story:
“Long ago, must be 30 years ago or more, I went into Tiffany’s to purchase one cufflink.
The night before I had attended a black-tie event and one cufflink must have worked itself free (it was the solid type, and was difficult to get on and off), and I lost it off my sleeve. Just wasn't there when I got home.
I said to the counter person that I just wanted to buy one cufflink to match the other one.
She left.
She returned with the typical Tiffany's blue box with the white ribbon. "Here you go...no charge," she said.
I couldn't believe it.
You must be -- at least -- the 400th person I have told this story to.”
It is the interaction, the experience and the feeling that truly resonates and builds a Brand.
These are often these are driven by surprise offerings, an over the top experience, an amazing solution to a problem.
Underlying all of these is generosity.
Generosity as Talent and Culture Strategy.
Brands today cannot succeed unless their employees are happy. It is the employees who after all provide the service to customers and clients. It is the employees who generate the ideas and solve the problems. It is often the employees who are most believed and can be the greatest ambassadors and advocates of a brand. Often employees are far more authentic ambassadors than a celebrity that companies give tens of millions too. Why not be generous in care, money, and attention to employees?
Culture is not just a place or a history but a way of being and behaving. Great cultures always have some form of generosity whether it is compensation, benefits, forgiveness of mistakes that encourage risk taking and more.
Generosity is a key to brand experiences and brand employees, but it is also a corner stone of brands purpose driven marketing. Smart companies recognize that purpose ensures not just attraction and retention of talent but also that ESG, DEI and other initiatives truly help the company economically.
Generously helping community, environment and others helps the brand.
For these among other reasons it is important to practice generosity.
Unleashed. Unfurled. Unbundled.
Art by tulika ladsariya
This is the last of a six part series of why a “company of one mindset” will be critical for career success.
The first five posts covered:
Observations.
a)We are entering a new phase of work where every job is being re-architected due to a combination of AI, changing demographics, new marketplaces, and new mindsets.
b) Knowledge is increasingly becoming free and so knowledge workers will have to change what they do and how they do it.
c) The challenges that companies face about culture post Covid are not only about the difficulty of managing people in distributed workspaces but also because in an age of “de-bossification” it is a fixed mindset of management versus a fixed location that is being rejected and therefore needs to be re-imagined. Old management styles are fading and new leadership styles are emerging.
d)Almost every middle-level to senior manager recognizes in their mind and heart that this is a time of transition in the workplace and are all looking for new signposts, new on ramps and new off ramps as they re-imagine their careers in a transformative time.
e) The future does not fit in the containers of the past and the concept of a “firm” is being re-invented.
A Mantra: Unleashed. Unfurled. Unbundled.
In a transformative age it is not companies but people who will transform first.
Waiting for others or delegating one’s future to a firm is very risky.
Every individual regardless of industry, geography, location or company size may want to embrace a mantra of “Unleashed. Unfurled. Unbundled” to quantum jump into the emerging age by letting go of anything that chains their mind and possibilities.
Imagine starting again.
Let us realize that we are unleashed from any physical location and then one decides how much physical location and personal interaction is needed to excel versus trying to figure out how much freedom one can get from five days a week in the office. The steady state is not April 2019 but April 2020.
Many books have been written about how many jobs are mostly “bullshit” and in most companies a majority of time is spent in process and human soap opera drama vs getting work done.
Much of this is going to be swept away with the efficiencies of AI. The focus will be on outcome, output, competitive advantage and each of us will need to decide what are we really good at, what are we passionate about, and what drives us to constantly learn.
A time to unfurl our real selves versus settling or flying our flags at half mast.
Mediocre or medium is what machines will eat for mulch.
As explained in the Fractionalized Employee the full time or five days a week, the full day 9 to 5 career and having one employer will be account for a minority of jobs within three years.
Better get used to thinking of ourselves as modules unbundled from any one particular company or construct but ready to plug and play and manage a portfolio of gigs.
Many of these will be in one company but they will be tasks, gigs, work to be done vs jobs to be filled.
Two Exercises.
Exercise One: If you a part of senior management in a company or run a team try this exercise.
Imagine if you could launch your firm all over again with no constraints except the law, the rules of science and the need to make money within three years or less.
How would your firm look today?
It is likely one will come up with something far smaller, far more agile, far more plug and play and far more competitive.
Something unleashed, unfurled and unbundled.
Legacy is for yesterday and while roots of a company in the form of values and provenance matter a lot the reality is that much of what constrains us are not roots but anchors. It is time to take flight and keep some roots but also find wings.
The reality is many entrepreneurs and potential competitors are already doing so and visiting your customers with their new models.
Exercise Two: Imagine we have lost our job and we need to resurrect ourselves.
What would one do?
What companies would we join? Skills we would invest in? Roles we would take? Lifestyles and geography that we would re-imagine?
Imagine the future.
And then in the next few years leveraging the reality one has a job stop imagining it and making it real.
Begin by seeing if you can sculpt, hone and architect your current job or company into the imagined company or job.
Every company, leader and talent has the potential to re-invent.
Let us do it before it is done to us.
It’s time to live the imagined life.
Before it is too late.
It is time to get Unleashed. Unfurled. Unbundled.
The Next Wave: Fractionalized Employees.
Image by aryel79 using Mid-Journey
This is the fifth in a six part series of why a “company of one mindset” will be critical for career success.
The first four posts covered:
This post makes the case that companies will embrace and encourage a Company of One Mindset because it will be critical for the future of organizational redesign.
Before explaining why this might be so there are two other questions arise which are:
a) Will companies exist?
b) Will jobs exist?
Will Companies Exist?
Companies of various sizes will continue to exist both as key drivers of economic growth and the creators of jobs.
The late Ronald Coase of the University of Chicago wrote the firm exists because external friction is greater than internal friction which means whether it is from standing behind a Brand promise, to building and bundling expertise to re-allocating capital it is easier to do it as a firm versus a swarm of individuals.
Over the past two decades much of the external friction has been reduced due to the rise of the Internet and the coming of marketplaces for talent, access to buyers and sellers of anything from computing to finance as a service.
While these changes have significantly reduced external friction it is difficult for any significant product or service from packaged foods to entertainment to pharmaceuticals to chip making to be completely virtual.
However the architecture of companies and how they attract, retain and leverage talent will continue to morph dramatically in the next few years as both capital and labor, management and worker, and employer and talent work to find a mutually profitable win-win scenario.
Keys to this will be
a) focusing on work done versus jobs to be filled.
b) embracing flexibility and rapid re-tooling versus fixed processes and existing knowledge.
Will jobs exist?
Jobs as defined by full-time jobs in companies with well defined career ladders are likely to decline significantly as companies begin to prioritize work done, up to date skills needed and flexibility in transformative times.
Next year there will be fewer full time jobs than part time jobs.
And AI might reduce the need for full-time employees as will the need to quickly ramp up and ramp down resources to changing market circumstances.
Smart companies are now considering a new type of role for the future of jobs that combine the cultural strengths and experience of full-time employees with the flexibility of dialing up or down resources and ability to access different expertise of the outsourced worker.
If the worker thinks with a Company of One mindset the company will think with a Fractionalized Employee mindset.
The Fractionalized Employee.
Today most companies combine three types of work forces.
1) A full-time employee,
2) A full time or part time contracted employee from another firm (e.g., Wipro or Cap Gemini)
3) Free-lancers (directly or via an intermediate firm)
Full-time employees are usually the backbone of any company and its culture with contracted and free-lancers being mixed in to expand expertise and manage oscillating workloads in a cost-effective manner.
We may now want to think of a fourth type of worker to reflect the forces of technology, shifting demographics and new mindsets: The Fractionalized Employee.
Imagine if one could get both the continuity and loyalty of a long-term employee with the flexibility of cost management of a part time employee and the expertise of a free-lancer and do so in a way that both grows employees and retains them in the long run.
This is the Fractionalized Employee.
Every employee in the company is given a choice to work 100%, 75% or 50% ( or some other percentages of their time.)
They get to select this at the beginning of every year or can adjust to a different level when a life event occurs (health, birth of a child, need to take care of a parent, a passion that needs to be attended to or other life issues).
No longer does an employee have to choose between staying or going or being torn trying to do two things at one time. If they wish to try out a different type of non-competitive job (starting a gaming company –assuming they are not working at a gaming company--or being an artist or writing a book) it behooves their employer from letting them do so because retaining half or three quarters of a talented person is better than zero. As importantly these external skills or vocations will make the employee better rounded and probably more productive. And there will be cost savings from both reduced compensation but also eliminating the friction and cost of severance, re-hiring, and training.
Companies can dial down many peoples jobs by 20 percent for a while versus eliminating jobs completely and losing both talent but negatively impacting culture.
The more an employee thinks with a “Company of One Mindset” the more they are aligned and in-demand and can retain their job in changing times as a “Fractionalized Employee”
And as more folks begin to think with a “Company of One Mindset” wishing to spend some of their time learning, caring for loved ones or pursuing a hobby or passion that might become a career the “Fractionalized employee” probably attract a lot of talent who may want to work a significant amount but not all the time.
Including the more seasoned who might only want to work half their time. As countries grapple with aging and declining populations this is one way to address this issue.
As importantly with a base revenue stream and health care they can decide how to use the percent of time they have bought back or own including building new skills or working as a free-lancer or expert with many new communities of talent. For many people free-lance work alone does not work either because of lack of health care, unstable income, or lack of connection to a community (though there are many new models of communities working to offset these issues).
The Fractionalized Employee model will allow companies to retain talent, grow talent, mix, and match talent in ways that are truly win-win.
The company gets access to cost effective talent and a program to differentiate and attract talent. It has a stronger culture than one with lots of people who do not leave or lots of continuous dependence on free-lancers.
Talent gets to retain income streams and benefits and continuity and community or work while balancing life challenges or other passions and interests.
The compliment to a company of one mindset by talent is a fractionalized employee approach by companies and their synergy will turbo-charge the next generation firms.