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author | master2gden |
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permlink | lintelligenceartificielleiafacteurdediscrimination-ztxeyj3enq |
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title | "L’intelligence artificielle (IA), facteur de discrimination" |
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body | "<center>http://blog.economie-numerique.net/wp-content/uploads/2020/08/bullying-2171865_1280.png</center> <br/><em>L’intelligence artificielle (IA) connait de nombreux usages, plusieurs domaines ont pu progresser par son action. Toutefois, elle connait aussi des failles qui sont majoritairement dues à son processus d'apprentissage. Des faits ont montré que certains de ses usages se sont avérés discriminatoires. </em>
<h2><a href="http://blog.economie-numerique.net/wp-content/uploads/2020/08/bullying-2171865_1280.png"><div class="pull-right"><img class=" wp-image-43253 alignright" src="http://blog.economie-numerique.net/wp-content/uploads/2020/08/bullying-2171865_1280-300x202.png" alt="" width="278" height="187" data-wp-pid="43253" /></div><br/></a>L’IA, un immense potentiel d'usages</h2>
L’IA se définit comme « <em>l’ensemble de théories et de techniques mises en œuvre en vue de réaliser des machines capables de simuler l'intelligence humaine</em> ». De la reconnaissance d’image automatisée à l’exécution de tâches complexes, ses usages sont multiples tels que déceler des symptômes par imagerie médicale ou proposer des contenus personnalisés en fonction des centres d’intérêts de la personne. Toutefois, ils ne sont pas exempts de reproches. Certaines failles ont mené à des situations discriminantes, traitant de manière défavorable un groupe d'individus par rapport à d'autres.
<h2>Des cas de discriminations constatées</h2>
Plusieurs faits ont pu mettre en évidence ces pratiques contestables. Des actes ont été considérés comme racistes lorsqu'en 2015, un logiciel de reconnaissance faciale de Google a suscité une forte polémique en catégorisant de « <em>gorille</em> » une photo d’un couple d'afro-américain. De même qu’en 2016, il est révélé qu’Amazon excluait de son service de « livraison gratuite en un jour » des quartiers peuplés majoritairement de personnes défavorisées mais qui étaient aussi majoritairement noires, alors que d'autres quartiers de la même ville en bénéficiaient.
Des discriminations de genre sont également constatées. Des chercheurs de l’Université de Carnegie ont démontré que la plateforme publicitaire de Google, « <em>Adsense</em> » contribuait à des inégalités entre les hommes et les femmes. Ces dernières se voyaient proposer des offres d’emploi moins rémunératrices que les hommes, à niveau de qualification et d’expérience similaires.
<h2>L’origine du problème</h2>
Bien que ces faits puissent faire l'objet d'actes volontaires émanant de personnes mal intentionnées ou involontaires, le cœur du problème réside dans les bases de données utilisées pour entraîner les algorithmes de l’IA. Cette dernière a besoin d’être alimentée en données pour se développer et s'améliorer dans ses prises de décisions. A titre d'exemple, en reconnaissance faciale, l'IA s'entraîne avec des données faciales conséquentes afin de reconnaître le genre, l'âge ou l'ethnie d'une personne.
Or, si la base de données n’est pas assez diversifié, l'IA sera mal entraîné et commettra des erreurs, tel que le cas du couple catégorisé de gorille. l'IA a sûrement reçu peu de données concernant les personnes noires.
Ces actes, de nature inconsciente, sont parfois lourdes de conséquences, d'autant plus que l'IA tend à se généraliser dans les pratiques du quotidien. Ainsi, un point de vigilance est de mise.
<br /><center><hr/><em>Posted from my blog with <a href='https://wordpress.org/plugins/steempress/'>SteemPress</a> : http://blog.economie-numerique.net/2020/09/21/lintelligence-artificielle-ia-facteur-de-discrimination/ </em><hr/></center> " |
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author | promiseonyi01 |
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permlink | let-me-tell-you-how-you-can-see-miracles-very-frequently-in-your-life |
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title | "LET ME TELL YOU HOW YOU CAN SEE MIRACLES VERY FREQUENTLY IN YOUR LIFE" |
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body | "Train your mind to recognize miracles as they occur.
If you don't, you will miss out on miracles as they occur in your life.
I know you wonder how anyone can experience a miracle and not recognize it.
'If it's a miracle, it will blow your mind', you might have assumed.
Not so.
Consider what happened to the disciples of Jesus.
They didn't recognize certain miracles that happened right before their eyes, right in their hands.
Mark 6:52
For they considered not the miracle of the loaves: for their heart was hardened.
Their minds didn't register it as a miracle.
Because it didn't happen like abracadabra.
They shared bread and fish to a crowd without running out of the few they started with.
It all happened so ordinarily, it didn't dawn on them this was a notable miracle so they easily forgot about it. Jesus had to remind them and rebuke them for their hardness of heart.
Mark 8:17-21
And when Jesus knew it, he saith unto them, Why reason ye, because ye have no bread? perceive ye not yet, neither understand? have ye your heart yet hardened? [18] Having eyes, see ye not? and having ears, hear ye not? and do ye not remember? [19] When I brake the five loaves among five thousand, how many baskets full of fragments took ye up? They say unto him, Twelve. [20] And when the seven among four thousand, how many baskets full of fragments took ye up? And they said, Seven. [21] And he said unto them, How is it that ye do not understand?
Sometimes a major miracle may be happening right under your nose and you think it's no big deal.
Because it happened over a period of time.
Or it happened in a way you felt it could have been coincidence
That's like the children of Israel.
They ate bread from heaven, drank water from rock, were escorted by the glory cloud and so on.
They became so used to miracles that they saw it as no big deal
Even years later, people saw amazing miracles but somehow it didn't register well in their minds therefore they couldn't see the graciousness of God.
Matthew 11:21
Woe unto thee, Chorazin! woe unto thee, Bethsaida! for if the mighty works, which were done in you, had been done in Tyre and Sidon, they would have repented long ago in sackcloth and ashes.
That's the same thing that happened with the Pharaoh in the days of Moses.
He saw amazing things happen but his heart refused to recognize them as the power of Almighty God at work.
He kept thinking they were mere magic tricks like those of his magicians and so no big deal.
If he had recognized them as the power of Almighty God, he would have repented instantly and would have been saved.
Mark 4:12
That seeing they may see, and not perceive; and hearing they may hear, and not understand; lest at any time they should be converted, and their sins should be forgiven them.
David could have faith to whip Goliath because he kept his heart to remember how God enabled him to defeat a bear.
The reason you don't have faith to believe God for greater things in your life is because you haven't been sensitive to the other things He has done in your life.
Do you remember 6 month ago, how you were so terrified that you may drop out of school because you had no one to help out with your tuition fees.
Do you remember you kept praying "God pls don't let me drop out of school like this"
Have you forgotten that God came through for you?
Maybe your mind didn't register it as a miracle because it happened so 'ordinarily'.
Maybe because you paid with someone else's money and you had to pay the person back over a period of 6 weeks so you felt that wasn't an answer to your prayer.
You didn't see the hand of God in all of that.
Or when you had ulcers.
How you couldn't keep food in your stomach.
Then prayer was made.
But the change wasn't sudden.
It was slowly and gradually but you were no longer throwing up after a while. You can now live normally as though you never had ulcers.
It happened so 'ordinarily' and normally that you felt it went away on its own.
Or you have even forgotten that such ever occurred.
What you're doing is part of what Jesus called hardness of heart.
If you could look at your life well with the right mindset you'll see you actually experience miracles very frequently.
Some of you are living in the midst of notable miracles as we speak.
You just haven't trained your mind to recognize miracles even when they aren't spectacular.
You haven't learnt to be thankful.
How do you train your mind to recognize miracles even when they aren't spectacular?
Take definite note of your challenges as you present them before the Lord so that when they're over, you will remember what the Lord has done and give thanks.
Thanksgiving keeps the heart from being hardened.
Giving thanks keeps your heart sensitive to the workings of God in your life.
Philippians 4:6
Be careful for nothing; but in every thing by prayer and supplication WITH THANKSGIVING let your requests be made known unto God.
You see that?
WITH THANKSGIVING.
THANKSGIVING.
THANKSGIVING.
Practice that habitually!
You will see COUNTLESS MIRACLES in your life" |
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