When Will AI Replace CEOs? 2022 is The Year of AI
The buzzword is generative AI. What is it?
Generative AI refers to unsupervised and semi-supervised machine learning algorithms that enable computers to use existing text, audio, and video files, images, and even code to create new possible content. The main idea is to generate original artifacts that look like the real deal.
Here are some of the key Gartner predictions considering generative AI.
- By 2025, generative AI will produce 10 percent of all data (now less than 1 percent) with 20 percent of all test data for consumer-facing use cases.
- By 2025, generative AI will be used by 50 percent of drug discovery and development initiatives.
- By 2027, 30 percent of manufacturers will use generative AI to enhance their product development effectiveness.
AI will probably not replace founders. The soul of any startup is its founder. But, AI can 100X the productivity of the organization. It certainly can help with decision-making, marketing, etc.
- DALL-E
- Stable Diffusion
- Midjourney
- Focus on solving problems, the business logic, the algo, etc.
- Improve reusability
- Reduce technical debt
- AI pair programming
- Can we go beyond just matching keywords?
- Can we search using natural language, just like writing or speaking?
- Can we make the search smart enough to forgive our minor mistakes?
- Can we search for things that aren’t an exact match but are “close enough”?
1. Text to Image - DALL-E
NotePD is already ahead. It lives in the future where AI is embedded in everything ;)
I have tested and shared some images in a previous idealist. There are already great idealists on the applicability of this technology. Here are examples of tools that use AI to turn prompts into images.
My attempt: https://notepd.com/idea/playing-around-with-dalle-2-turning-some-ideas-into-pictures-iohhe
2. Text to Video - Make-A-Video (Meta AI)
And we are just scratching the surface.
"With just a few words or lines of text, Make-A-Video can bring imagination to life and create one-of-a-kind videos full of vivid colors, characters, and landscapes. The system can also create videos from images or take existing videos and create new ones that are similar.", according to Meta AI.
3. Protein-folding - AlphaFold (DeepMind)
"Understanding proteins and their complex 3D shapes is key to understanding life, and especially for developing drugs"
4. Negotiation & Deplomacy - CICERO (Meta AI)
CICERO is the first AI to achieve human-level performance in Diplomacy, a strategy game that requires building trust, negotiating, and cooperating with multiple players.
5. Text to Code - Copilot (Microsoft)
This will not replace developers/coders, but it will augment their capabilities:
6. Copywriting/Ghost
It is already happening.
7. Text to Audio/Voice
AI voice generator that can turn your text into life-like speech.
@sheeraz has a great list about it -> https://notepd.com/idea/10-practical-uses-for-voice-cloning-n701h
8. Neural Search
The next-gen search engines? Neural search attempts to answer these questions:
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