Essex Polisi, ırksal önyargı endişeleri nedeniyle canlı yüz tanıma kameralarının kullanımını duraklattı | İngiltere Haberleri

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Essex Polisi, ırksal önyargı endişeleri nedeniyle canlı yüz tanıma kameralarının kullanımını duraklattı | İngiltere Haberleri

Essex Polisi, yapılan bir araştırmada diğer etnik gruplara göre daha fazla siyahi insan tespit edildiğinin tespit edilmesinin ardından canlı yüz tanıma kameralarının (LFR) kullanımını durdurdu.

Kameralar minibüslere monte ediliyor ve izleme listesindeki kişileri geçmeleri durumunda tespit edecek şekilde tasarlandı.

Geçen yılın sonuna kadar on üç güç bunu kullanıyordu ve içişleri bakanı Ocak ayında şunları söyledi: LFR kamyonetlerinin sayısı 10'dan 50'ye çıkacak.

Ancak Essex Polisi, “pozitif tanımlama oranındaki potansiyel önyargı” sonrasında LFR kullanımını duraklattığını söyledi; ancak artık sorunun algoritmanın güncellenmesiyle düzeltildiğine inanıyor.

Gücün konuşlandırılması sırasında LFR'yi test etmek için Cambridge Üniversitesi araştırmacıları tarafından yaklaşık 200 kişi işe alındı.

İzleme listesindekilerin yaklaşık yarısının doğru bir şekilde tanımlandığını ve listede olmayan birinin işaretlenmesinin “son derece nadir” olduğunu buldular.

Ancak çalışma siyahileri diğer etnik kökenlere göre doğru şekilde tanımlamanın “istatistiksel olarak anlamlı derecede daha muhtemel” olduğunu buldu. Ayrıca erkekleri tespit etme olasılığı kadınlardan daha yüksekti.

Araştırmacılar bunun “sürekli izleme gerektiren adaletle ilgili soruları” gündeme getirdiğini söyledi.

Essex Polisi, Sky News'e, çalışmanın yaptırdığı iki çalışmadan biri olduğunu, ikincisinin ise herhangi bir önyargı önermediğini ancak sistemi güncellemek için “algoritma yazılım sağlayıcısıyla” çalışmak üzere dağıtımları duraklattığını söyledi.

Resim:
Yüz tanıma ilk kez Kasım ayında Leeds'te kullanıldı. Resim: PA

“Daha fazla akademik değerlendirmenin” yapıldığını ve sistemin yeniden sokaklara çıkmaya hazır olduğuna inandığını söyledi.

Bir açıklamada, “Politikalarımızı ve prosedürlerimizi revize ettik ve artık bu önemli teknolojiyi, aranan suçluların izini sürmek ve tutuklamak için polis operasyonlarının bir parçası olarak kullanmaya başlayabileceğimizden eminiz” dedi.

“Topluluğun herhangi bir kesimine karşı önyargı riski olmadığından emin olmak için tüm sonuçları izlemeye devam edeceğiz”.

'Gerçek adaletsizlik riski'

Bazı grupların diğerlerinden daha fazla belirlenmesine ilişkin endişelerin ötesinde, çalışma aynı zamanda LFR'nin şu ana kadar Essex Polisi için nasıl çalıştığını da inceledi.

Ağustos 2024'ten Şubat 2025'e kadar yaklaşık 1,3 milyon yüzün tarandığını ve 48 kişinin tutuklandığını, yaklaşık her 27.000 yüz için bir kişinin tutuklandığını söyledi.

Tek bir hatalı müdahale vardı.

Araştırmacılar, farklı LFR sistemleri ve koşullarının farklı sonuçlar üretebileceğini ve “teknolojinin performansının daha iyi anlaşılması için” daha fazla test yapılması gerektiğini söyledi.

Hükümet teknolojinin kullanımını artırmaya çalışırken, gizlilikle ilgili sorular ve çekilen çok sayıda fotoğraf önemli bir endişe kaynağı olmaya devam ediyor.

Çalışma, LFR'nin ne zaman kullanılacağına karar vermede “orantılılık, şeffaflık ve gözetimin” hayati önem taşıdığını ve Bilgi Komiserliği Ofisi'nin (ICO) de teknolojiyi incelediğini söyledi.

ICO, “Tüm güçler aynı zamanda ister teknoloji tasarımından, ister eğitim verilerinden, ister izleme listesi kompozisyonundan kaynaklansın, önyargı ve ayrımcı sonuçlar için rutin testler yapmalıdır” dedi.

“Bu olmadan, gerçek bir adaletsizlik riski vardır.”

İçişleri Bakanlığı, bir kişinin görüntüsünün izleme listesiyle eşleşmemesi durumunda “hemen ve otomatik olarak” silineceğini ve tüm dağıtımların “hedefli, istihbarat odaklı, zamana bağlı ve coğrafi olarak sınırlı” olduğunu söyledi.

Ocak 2024 ile Eylül 2025 arasında LFR sayesinde Londra'da tecavüz, aile içi şiddet ve GBH dahil olmak üzere ciddi suçlardan şüphelenilen 1.300'den fazla kişinin tutuklandığı belirtildi.

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