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Malicious Life

Hacking Language Models

Malicious Life

Malicious Life

Technology

4.81K Ratings

🗓️ 5 September 2022

⏱️ 28 minutes

🧾️ Download transcript

Summary

Language models are everywhere today: they run in the background of Google Translate and other translation tools; they help operate voice assistants like Alexa or Siri; and most interestingly, they are available via several experiential projects trying to emulate natural conversations, such as OpenAI’s GPT-3 and Google’s LaMDA. Can these models be hacked to gain access to the sensitive information they learned from their training data?



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Transcript

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0:00.0

What if I told you we're not alone?

0:07.0

Because we're really not alone anymore.

0:15.0

Ten years ago, the only beings you could talk with, no matter how far you travelled and how hard you tried were humans.

0:24.4

Perrots could repeat us, and electronic toys could exclaim one or two rehearsed sentences,

0:31.4

but humans were the only known things in the wide universe with which

0:36.2

we could have a real conversation. That's no longer the truth.

0:43.0

Since 2001, a new form of communication has slowly revealed itself.

0:49.0

Language models.

0:50.0

These are elaborate algorithms that can translate written language into mathematical terms

0:57.0

and then produce new words and sentences based on a given entry.

1:02.0

These language models are everywhere today.

1:06.0

They run in the background of Google Translate and other translation tools

1:11.0

helping us decipher foreign languages.

1:14.0

They help operate voice assistants like Alexa or Siri.

1:18.2

And most interestingly, they are available via several experimental projects trying to emulate natural conversations.

1:27.0

From open AI's GPT3 to Google's Lambda, these advanced language models made waves across the world when excerpts of their

1:36.1

conversations were widely publicized. People were stunned to realize that language models can participate in complicated

1:45.4

meaningful conversations. The moment these language models became

1:50.1

known to the general public people people started asking all the philosophical existential questions.

1:57.2

Are these models intelligent? Will they replace us?

2:01.7

Important questions, no doubt, but our episode today deals with a different set of questions.

2:08.7

Could these models get hacked?

...

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