Tech for Non-Techies

153. Social graph vs Interest graph: AI lessons from TikTok & Instagram


Listen Later

Would you rather listen to a song by an artist you already love? Or an unknown artist and try something new?

Most people want a combination of the familiar and the new.

In social media terms, this is the social graph vs the interest graph. The social graph refers to content from your friends, and the interest graph refers to content based on your interests.

Tech firms based on content consumption, like Meta, Netflix and Spotify have been grappling with this tension for years, and constantly tweaking their algorithms to adjust for familiarity vs discovery.

This debate is a great example of how non-technical professionals get involved in AI development.

If you want to play a role in the AI revolution, but do not have a technical background, this podcast episode is for you.

You will learn:

  • The origins of the social graph and how it changed consumer behavior
  • How the interest graph disrupted Big Tech
  • The role business leaders, psychologists and marketers play in algorithm development

-----

If you have questions about anything you've heard on the podcast

Join FREE Office Hours with Sophia Matveeva MBA

14 June 2023

Ask Sophia Matveeva your questions on:

  • Product innovation
  • Entrepreneurship
  • Career growth
  • Digital Transformation

Sign up here.

----- Join the Tech for Non-Techies membership and lead in the Digital Age. Tech for Non-Techies clients
  • Reach senior leadership positions in Big Tech firms
  • Lead digital transformation in established businesses
  • Create tech businesses as non-technical founders
  • Pivot into careers in venture capital

We love hearing from our readers and listeners. So if you have questions about the content or working with us, just get in touch on [email protected]

Say hi to Sophia on Twitter and follow her on LinkedIn.

Following us on YouTube, Facebook, Instagram and TikTok will make you smarter.

...more
View all episodesView all episodes
Download on the App Store

Tech for Non-TechiesBy Sophia Matveeva

  • 5
  • 5
  • 5
  • 5
  • 5

5

23 ratings


More shows like Tech for Non-Techies

View all
The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch by Harry Stebbings

The Twenty Minute VC (20VC): Venture Capital | Startup Funding | The Pitch

540 Listeners

The McKinsey Podcast by McKinsey & Company

The McKinsey Podcast

402 Listeners

The Knowledge Project by Shane Parrish

The Knowledge Project

2,697 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,100 Listeners

Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

Super Data Science: ML & AI Podcast with Jon Krohn

299 Listeners

Founders by David Senra

Founders

2,187 Listeners

Masters of Scale by WaitWhat

Masters of Scale

3,986 Listeners

The Diary Of A CEO with Steven Bartlett by DOAC

The Diary Of A CEO with Steven Bartlett

8,858 Listeners

Inside the Strategy Room by McKinsey & Company

Inside the Strategy Room

176 Listeners

Coaching Real Leaders by Harvard Business Review / Muriel Wilkins

Coaching Real Leaders

670 Listeners

Business Breakdowns by Colossus | Investing & Business Podcasts

Business Breakdowns

356 Listeners

ACQ2 by Acquired by Ben Gilbert and David Rosenthal

ACQ2 by Acquired

295 Listeners

Marketing Against The Grain by Hubspot Media

Marketing Against The Grain

357 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

659 Listeners

HBR On Leadership by Harvard Business Review

HBR On Leadership

172 Listeners