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A lightning talk from YAPC::Europe 2010.
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The presentation explores the development and application of artificial intelligence (AI) from its inception to its current status in the modern world. The term "artificial intelligence" was first coined by John McCarthy in 1956 to describe efforts to develop computer programs capable of performing tasks that typically require human intelligence. This concept was first introduced at a conference held at Dartmouth College, where programs demonstrated capabilities such as playing chess, proving theorems, and interpreting texts. In the early stages, Alan Turing contributed to the field by defining intelligence as the ability of a being to respond to certain questions intelligently, proposing what is now known as the Turing Test to evaluate the presence of intelligent behavior in machines. As the decades progressed, AI evolved significantly. The 1980s focused on machine learning, teaching computers to learn from data, leading to the development of models that could improve their performance based on their experiences. The 1990s and 2000s saw further advances in algorithms and computational power, which allowed for more sophisticated data analysis techniques, including data mining. By the 2010s, the proliferation of big data and the refinement of deep learning techniques enabled AI to become mainstream. Notable milestones included the success of Google's AlphaGo and advancements in autonomous vehicles by companies like Tesla and Waymo. A major theme of the presentation is the application of generative AI, which has been used for tasks such as natural language text generation, translation, and question answering. Generative AI uses large datasets to train models that can then produce new, coherent pieces of text or other media. The presentation also discusses the ethical implications and the need for regulation in AI, highlighting issues such as privacy, bias, and the potential for misuse. These concerns have prompted calls for comprehensive regulations to ensure the safe and equitable use of AI technologies. Artificial intelligence has also played a significant role in healthcare, particularly highlighted during the COVID-19 pandemic, where it was used in drug discovery, vaccine development, and analyzing the spread of the virus. The capabilities of AI in healthcare are vast, ranging from medical diagnostics to personalized medicine, demonstrating the technology's potential to revolutionize fields beyond just technical or consumer applications. In conclusion, AI continues to be a rapidly evolving field with significant implications for various aspects of society. The development from theoretical concepts to real-world applications illustrates both the potential benefits and the challenges that come with integrating advanced technologies into everyday life. The ongoing discussion about AI ethics and regulation underscores the importance of managing these technologies responsibly to maximize their their benefits while minimizing potential harms.
Artificial Intelligence: Facts and Myths
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Joaquim Jorge
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Perl Vogue
1.
Perl Vogue
2.
Italy is a
very fashion-concious country
3.
The Perl Community
is very fashion-concious too
4.
5.
6.
7.
OK
8.
Maybe not THAT
kind of fashion
9.
But we care
about the modules we use
10.
If you're seen
using last year's module
11.
People will point
and laugh
12.
Who still uses...
13.
Oraperl
14.
Maypole
15.
Class::DBI
16.
Fashions change
17.
Fashionable modules change
18.
How do you
keep up to date?
19.
No-one wants to
be seen using last season's modules
20.
The (real) fashion
world has magazines
21.
22.
Maybe we need
something similar
23.
Something to tell
us what to think
24.
Imagine the articles
25.
“ Have you
made time for DateTime?”
26.
“ A module
to autodie for”
27.
“ Is Plack
the new black?”
28.
It might look
a bit like this
29.
30.
Except it would
probably be a web site
31.
Maybe like perlvogue.com
32.
Please submit articles
33.
Dave Cross [email_address]
34.
35.
http://www.flickr.com/photos/randal-schwartz/623200837/
36.
http://www.flickr.com/photos/ranguard/2620910158/
37.
http://www.flickr.com/photos/freeparking/730928562/
38.
http://www.flickr.com/photos/scragz/429695535/
39.
http://www.flickr.com/photos/asboluv/2578925500/
40.
Photo of Matt
Trout by Aurynn Shaw
41.
Baixar agora