Facebook is Working on the Development of Artificial Intelligence

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Mahfuz321T
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Joined: Thu Jan 19, 2023 4:01 am

Facebook is Working on the Development of Artificial Intelligence

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Facebook's new artificial intelligence, which is instantly trained in a few steps, is intended as an addition to current methods of evaluating and removing harmful content. Although this is an addition to current methods, it is not a small, simple addition, but a significant addition. The impact of new artificial intelligence is one of scale as well as speed. "This new ai system uses a relatively new method called 'few-shot learning', in which models start with a large, general understanding of many different subjects and then use much fewer, and in some cases zero, labeled examples to learn new tasks. If traditional systems depend on a fishing line that can catch a certain type of fish, the fsl is an additional net that can also catch other types of fish." new facebook ai live facebook revealed that the new system is currently deployed and active on facebook. The ai ​​system was tested to detect harmful misinformation about the covid-19 vaccination.

It was also used to identify content intended to incite violence or simply portray extreme incidents. Facebook used the following example of harmful content that stops short of inciting violence: “does this guy need all his teeth?” the announcement claims that the new ai system has already helped reduce the amount of hate Cambodia Phone Number List speech posted on facebook. Facebook shared a chart showing how the amount of hate speech on facebook decreased as each new technology was implemented. Entailment few-shot learning facebook calls its new technology entailment few-shot learning. He has a remarkable ability to correctly flag written text that exhibits hate speech. The related research paper entailment as few-shot learner pdf) states that it outperforms other “few-shot” learning techniques by up to 55% and achieves an average improvement of .

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Facebook's article about the research used this example: we can rephrase an obvious pair of input and sentiment classification label love your national team. You should all be six meters under the earth positive as the following sample of textual implication I love your national team. You should all be six meters underground. This is hate speech implication. Facebook is working on the development of artificial intelligence, which approaches human intelligence the announcement of this new technology made it clear that the goal is a human-like “flexibility and learning efficiency” that will allow it to evolve with trends and enforce new facebook content policies on short notice, just like a human. The technology is in its infancy, and over time, facebook envisions it becoming more sophisticated and widespread. A teachable ai system like the few-shot learner can greatly improve the flexibility of our ability to detect and adapt to emerging situations.
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