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pesenti

3,137 karma · joined November 12, 2012

Founder Sizzle AI. Ex VP of MetaAI, BenevolentAI, IBM Watson, Vivisimo (co-founder).
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pesenti··on The most, and least, walkable cities
Interactive visualization with free access: https://citiesmoving.com/visualizations/
pesenti··on Tool Use (function calling)
What will the cost be? When sending back function calls results, what will be the number of tokens? Just the ones corresponding to the results or that plus the full context?
pesenti··on CICERO: An AI agent that negotiates, persuades, and cooperates with people
Code: https://github.com/facebookresearch/diplomacy_cicero

Blog: https://ai.facebook.com/blog/cicero-ai-negotiates-persuades-...

Site: https://ai.facebook.com/research/cicero/

Expert player vs. Cicero AI: https://www.youtube.com/watch?v=u5192bvUS7k

RFP: https://ai.facebook.com/research/request-for-proposal/toward...

pesenti··on CICERO: An AI agent that negotiates, persuades, and cooperates with people
Paper: https://www.science.org/doi/10.1126/science.ade9097

Code: https://github.com/facebookresearch/diplomacy_cicero

Site: https://ai.facebook.com/research/cicero/

Expert player vs. Cicero AI: https://www.youtube.com/watch?v=u5192bvUS7k

RFP: https://ai.facebook.com/research/request-for-proposal/toward...

The most interesting anecdote I heard from the team: "during the tournament dozens of human players never even suspected they were playing against a bot even though we played dozens of games online."

pesenti··on Meta’s new text-to-video AI generator is like DALL-E for video
Research paper: https://makeavideo.studio/Make-A-Video.pdf

Examples: https://make-a-video.github.io/

Demo site: https://makeavideo.studio/

I am told live demo and open model are on the way.

pesenti··on Make-A-Video: AI system that generates videos from text
Research paper: https://makeavideo.studio/Make-A-Video.pdf

Examples: https://make-a-video.github.io/

Demo site: https://makeavideo.studio/

I am told live demo and open model are on the way.

pesenti··on Meta Accounts: A New Login for VR
Sure, agreed, I try to always submit the exact title for that reason but I got lazy as I was on my phone.
pesenti··on Meta Accounts: A New Login for VR
I do.
pesenti··on Meta Accounts: A New Login for VR
I am actually no longer working for Meta. I do think the title reflects the news and is factually correct. But happy for @dang to change it back as it’s not exactly the title of the article
pesenti··on No Language Left Behind
Are all the 200x200 translations going directly or is English (or another language) used as an intermediate for some of them?
pesenti··on No Language Left Behind
https://datascience.stackexchange.com/questions/62868/high-l...
pesenti··on No Language Left Behind
Blog post: https://ai.facebook.com/blog/nllb-200-high-quality-machine-t...

Paper: https://research.facebook.com/publications/no-language-left-...

Github: https://github.com/facebookresearch/fairseq/tree/nllb/

pesenti··on The singularity is close?
Our intelligence isn't task specific, but that doesn't mean it can solve any problem. It's actually full of biases and very optimized for our survival (vs being a general problem solver). It's ok to talk about more or less narrow/general tasks/intelligence. But what threshold of generality is "general"?

And the problem is that once people assert this "absolute" level of generality, they assume it can do anything, including make itself more intelligent.

pesenti··on The singularity is close?
AGI is a concept that people throw around without defining. Human intelligence is not general, it's highly specialized. So if AGI is not human-level intelligence, what is it? https://twitter.com/ylecun/status/1204013978210320384?s=20&t...
pesenti··on Ask HN: Am I being instructed to do something illegal? (DEI hiring practices)
Legality aside, this is a terrible and naive way to think of DEI. Candidates recruited this way will have a stigma attached to them (“they were recruited because they were X”).

A better way is to enforce DSA - Diverse Slate Approach - which ensure that you don’t recruit anybody without having considered multiple genders and/or ethnicity before making the offer.

The goal of DSA is to recruit the best candidate for the role, but ensure a broad set of candidates has been considered. It’s a win win for all and it works.

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
Which feature are you talking about? This is a research project, not a product. The point of research projects is to investigate and figure out answers we don't have today.
pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
It's hard to elaborate on something that's not developed yet.

Here are the principles we are using when developing these products:

https://about.facebook.com/realitylabs/responsible-innovatio...

In practice, it will mean that some things you will know about, but don't necessarily give consent (i.e., someone taking a picture or a video of you), while other will likely require consent (i.e., recognizing you in these pictures/videos).

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
No, that’s not a reasonable assumption. Photos or videos of you are likely on Facebook’s servers, uploaded by friends or others when you are in public.

What I can assure you though is that if you are not a user, we are not recognizing you in these pictures and videos. We won’t do that without explicit consent from users.

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
These are great points. And yes, we'll only get there if it becomes part of the culture, which this is trying to communicate:

https://about.facebook.com/realitylabs/responsible-innovatio...

but I don't expect you to take it at face value yet, we have a long way to go.

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
Here is a link to all the tools we provide: https://research.fb.com/data/
pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
From https://about.facebook.com/realitylabs/projectaria/

"Participants will only record in either Facebook offices (once they reopen), wearers’ private homes (with consent from all members of the household), or public spaces, and won’t record in private venues without written consent from such places. Before any information gathered in a public place is made available to our researchers, it will be automatically scrubbed to blur faces and vehicle license plates."

So we anonymize all the content collected in public. I don't have the stats for the face blurring algorithm, and while you can ask for your data to be removed, we don't provide locations/times. These are good suggestions though.

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
The question was about opting out of our "utopia", I wouldn't call that a "straightforward question". If you do have a straightforward question, especially about this or another specific project, I can try to provide a straightforward answer.
pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
My point in linking to the settlement wasn't about the fine, it was about the guarantees, oversight, and accountability that came with it. Read the FTC news release, and you'll see that these are pretty extensive.

And I agree completely on the public conversation, this is why we released this dataset and why we are doing project Aria.

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
That’s a good question and I don’t think we have all the answers yet. But I expect that many functionalities will need to request and get consent from 3rd parties.
pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
No but they should:

https://www.ftc.gov/news-events/press-releases/2019/07/ftc-i...

pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
I encourage you to read the details of the news, in particular how the data was collected with full consent from all (something that most research datasets don’t do well). It doesn’t answer your question directly but gives you an idea on how we think about these issues. AI-powered wearables will have stringent privacy guarantees, both for the wearer and the people around.
pesenti··on Facebook is researching AI systems that see, hear, remember everything you do
I support Facebook AI. The actual news is that we are releasing an extensive egocentric dataset with associated tasks for the research community. Collecting such dataset in a private and responsible way is a significant challenge. Happy to answer any questions.

https://ai.facebook.com/blog/teaching-ai-to-perceive-the-wor...

pesenti··on High-performance speech recognition with no supervision at all
Our main usages of speech rec are:

- Understanding for videos for content moderation, ranking and recommendations

- Captioning

- Assistant tech in Portal, Oculus and upcoming glasses

pesenti··on WhatsApp delays privacy changes following backlash
The communication around this change was very poorly handled. This policy update does not affect the privacy of messages with friends or family in any way: https://faq.whatsapp.com/general/security-and-privacy/answer.... I don't believe that was well understood.

Disclosure: I work at FB but unrelated to WhatsApp

pesenti··on FB to curb internal debate over sensitive issues amid employee discord
Facebook employee here. You can definitely continue talking about any company business or decisions, even if they have political relevance, as you did before. This change only applies to discussions completely unrelated to work.
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