🤖 AI Tries To Unlearn Bad Data

PLUS: The Man Behind the a16z AI Push

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What's up? You're reading Inclined AI. Don’t get fancy with your burgers and dogs tomorrow. Let your grilling do the talking.

Here's what’s sizzling:

  • Google challenges people to find a way to help models unlearn info

  • Meet the man behind a16z’s dive into AI

  • Elon blames AI for his troubles

  • Don’t ask your friends & family if AI will replace you at tomorrow’s party

GOOGLE NEEDS HELP TEACHING MODELS TO FORGET

a claymation style animation of a robot erasing a chalkboard --ar 2:1 --s 300 --chaos 1 --v 5.1

Your brain is like a sponge, soaking up practical and less practical information.

Imagine squeezing out the details you no longer need, like that annoying jingle from a '90s commercial, all while keeping the important stuff intact. With its first-ever Machine Unlearning Challenge, Google is trying to teach its AI to do that.

In the thrilling world of deep learning, data is king.

Think of this exercise not as memory loss but as selective forgetfulness. Google calls this "machine unlearning," and it's intricate. This unlearning isn't sending data to the digital dumpster but delicately erasing the influence of specific bits of information.

Machine unlearning is no walk in the park. It's a juggling act of forgetting the requested data, keeping the model's utility, and doing it all efficiently.

Google's Machine Unlearning Challenge aims to advance this exciting new field.

Hosted on Kaggle, the competition encourages bright minds to develop efficient, effective, and ethical unlearning algorithms. The goal? To set benchmarks, identify strengths and weaknesses of different algorithms, and foster novel solutions.

So why should we care?

Besides privacy protection, machine unlearning can help erase outdated or inaccurate information from trained models, remove harmful data, and correct unfair biases. It's like giving AI a much-needed spring cleaning, refreshing its knowledge, and making it fairer.

In a nutshell, Google invites us to witness the shedding of unwanted data. It's a thrilling, intricate dance of forget and remember, and we can't wait to see how it plays out.

Let's embrace this era of selective AI forgetfulness and keep our fingers crossed that it doesn't forget to keep the good stuff!

HE’S DRIVING THE AI MESSAGE HOME AT A16Z

Martin Casado, a big shot at Andreessen Horowitz (a16z), is on a mission.

What's his goal?

Tell those silly politicians in Washington that AI isn't some giant scary monster. He's also showing that Andreessen Horowitz is a critical player in the AI startup scene.

Martin joined Andreessen Horowitz in 2016 and has been helping tech companies ever since, especially those making cool cloud applications. Over the years, he's become one of the most influential people at the firm.

He's so good at his job; people whisper that he might be the next head honcho! He's made some super smart choices, investing in young AI startups like Pinecone and Coactive AI.

And Martin isn't shy about his views.

He's telling everyone who'll listen that we're slowing AI down way too much. In his mind, we must let AI do its thing and show us what it's capable of!

So, picture Martin as a kind of superhero for AI, battling to give it a fair shot. People recognize Martin's hard work as AI keeps taking on more prominent roles in our world. If AI continues to grow like this, we'll keep hearing about Martin.

And who knows? Maybe he will become the big boss one day.

Quick Nuggets

☀️ Summer parties are swarmed with one question: will AI take my job?

🫧 The AI Boom is great, but it won’t stop the market bubble from bursting

🎮 Valve decided not to feature games on Steam that feature AI images made with copyrighted data

⭐️ Arnold Schwarzenegger worries that AI is turning real life into The Terminator

🦅 Washington’s AI expert is a secret 26-year-old CEO

⚡️ There is power and danger in using AI to generate code for you

🙄 Elon blames AI for his new random paywall that limits how many Tweets you can read

🔭 AI helps scientists discover “ghost particles” in our galaxy

✊ Empower individuals battling mental health concerns by using AI for research

🖋️ The Humane Ai Pin is something that my words cannot succinctly explain.

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Good Content, Formula Medieval

Chose these cool F1-style knights in honor of all the archaic penalties the stewards gave out this past weekend. ChatGPT could’ve run that race better, you guys.

❓ Test Your Knowledge

Put your AI knowledge to the test with our quick quiz!

DeepMind started their journey by teaching an AI to play video games. Which of these is one of the video games they taught AI to play during those early days?

A) Space Invaders

B) Pac-Man

C) Sonic the Hedgehog

Reply with your answer, and check out the next issue for the correct response!

- That’s it for today. We will be off tomorrow for Independence Day. I hope you enjoyed the latest edition of inclined.ai - Davis.