Ben Tossell Profile picture
Nov 30 21 tweets 16 min read
There’s an AI conference going on today called NeurIPS2022.

I’ve seen a few threads of what’s going on and the papers presented:
Interesting things from the conference from Meta.
All the papers Amazon Science is presenting:

amazon.science/blog/a-quick-g…
The 40 papers and 10 demos @DeepMind is presenting at the conference (link in the attached tweet).
@DeepMind List of the 150 Transformer papers at NeurIPS Conference:
@DeepMind Thread about “conditional diffusion models” from @du_yilun:
@DeepMind @du_yilun How neural nets can generate weights (what variables most impact prediction) even unsupervised:
@DeepMind @du_yilun @james_y_zou Forging a link between path-integration and existence of hexagonal grids:
@DeepMind @du_yilun @james_y_zou Video of Test-time prompt tuning framework from a NeurIPS paper:
@DeepMind @du_yilun @james_y_zou @davidchalmers42 talk about AI Challenges, LLM+ Consciousness.

From a listener of the speech “10% probability that LLMs boast some level of consciousness”
@DeepMind @du_yilun @james_y_zou @davidchalmers42 @SaxeLab @ema_marconato Paper on how to create a massive database of text (TBs) to train language models:
Lmk if there are other interesting ones you want me to include!

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More from @bentossell

Dec 2
11 business ideas you could build on ChatGPT:
1/ “Tutors of old”

Kings and royalty would hire tutors for their children… experts at specific subjects.

The children could ask any question they were curious about and receive in-depth learning on a variety of subjects.

Idea: An AI that functions the same way.
2/ Have any software idea and have the AI write the code for you.
Read 13 tweets
Dec 1
All the best examples of ChatGPT, from OpenAI:
Explaining and fixing bugs in code.

Read 24 tweets
Nov 30
15% of YC's Demo Day were for AI/ML companies.

These are a few that caught my eye:
1/ Dev Tools AI

The idea: Co-Pilot for UI Testing

Makes it easy to write web tests.

Computer vision looks at the screen and finds the elements and makes it easy to test.
2/ Oneleet

The idea: Penetration testing as a service.

Oneleet uses AI to simulate advanced web attacks on companies to test for weaknesses.

10-100x cheaper than hiring a consulting firm to pentest your co. Image
Read 7 tweets
Nov 29
Make $500k/year easily:

Teach companies how they could be using all these AI tools in their co's.
if you or someone you know can make simple AI tutorials, DM me :)
I write a free, 5 min daily email covering the latest in AI.

Join here: bensbites.co
Read 4 tweets
Nov 26
The AI hype train won't stop.

Why?

There’s already important use cases solving real problems:
1/ You can replicate yourself with deepfake technology.

Plenty of poor use cases come to mind, but if you’re the one holding the remote control to your own deepfake avatar, it could be valuable.
2/ Cool avatars - can show me a picture of me and my friends on a beach, or me and my wife in the maldives.

Even if it didn’t happen you could generate it.
Read 16 tweets

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