Alvaro Moraza Profile picture
Dec 7 โ€ข 10 tweets โ€ข 7 min read
WHY CAN YOU LOSE BY INVESTING IN AI? ๐Ÿค–๐Ÿ’ธ

#ChatGPT is a before and after in the economy. Many sectors are now disrupted.

This should greatly increase investment in AI versus the old-school version of doing things.

But not all #AI #investment will succeed.

๐Ÿงต
Here's my take on the two divisions of AI (feedback welcome):

THE SATURN'S SON:

AIs based on PUBLIC models or data.

Startups that use models like #GPT or others based on image, text... trained with publicly available dataset/models, maybe adding their own "layers/fine tuning".
The part they are building, in many cases, may be overperformed for the biggest models, their "parents".

Like Saturn and his Son.
Examples: content creators, legal texts, customer supports, image based generative AI... Many of them are going to be surpassed by their "father" #ChatGPT. ๐Ÿ“

Similar situation for generic image generators. ๐Ÿ–ผ

This is also a case for #blueocean Ref: en.wikipedia.org/wiki/Blue_Oceaโ€ฆ
THE TRACEUR

AI based on SPECIFIC models and SPECIFIC data.

This models are designed for specific domains and use data that is not available for the public or big players and understand their domains and nature better than generic AIs.
Instead of training to be faster than Usain Bolt ๐Ÿƒโ€โ™‚๏ธ on a track, you want to be a traceur who can navigate a different path using specific techniques and feedback.

If you prefer, you want to be a 4x4 ๐Ÿš™ that transport your passengers over steep paths where a bus ๐ŸšŒ cannot go.
HOW TO BE A TRACEUR:

You must be proficient solving problems in a domain large enough but not yet covered to get the leadership. ๐Ÿฅ‡

Instead of using #AI models like a hammer for every task, you should decode the problem and design a solution that fits the nature of the field.
Be ready to gather the most purest data from that field under your structure.

If possible, supplement your #AI with "generic vitamins" from generic AIs, but as an addon.

Remember to protect your core, your #competitiveadvantage, your secret sauce, your #moat.
And if you are an #investor #angel #vc and want to know more "traceur AI #startups" or are looking in any specific vertical, feel free to DM us to see if we can send you some.

Also tell you that we are now #fundarising, in case you want to talk to see if there is a good fit.

โ€ข โ€ข โ€ข

Missing some Tweet in this thread? You can try to force a refresh
ใ€€

Keep Current with Alvaro Moraza

Alvaro Moraza Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Don't want to be a Premium member but still want to support us?

Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal

Or Donate anonymously using crypto!

Ethereum

0xfe58350B80634f60Fa6Dc149a72b4DFbc17D341E copy

Bitcoin

3ATGMxNzCUFzxpMCHL5sWSt4DVtS8UqXpi copy

Thank you for your support!

Follow Us on Twitter!

:(