Capabilities that have crossed the line. Oldest flip first — a chronology of the frontier.
ResNet surpassed human performance on the ImageNet benchmark in 2015. Today's models do this on phones in milliseconds. --- Current AI systems can identify ob...
Shazam-class fingerprinting plus modern ML have made song ID a solved problem on any modern phone. --- AI can identify a song from a short audio clip, includi...
Modern face-recognition systems handle decades of aging within reasonable error bounds. Not perfect at extreme ranges, but routinely good. --- Current AI syst...
A solved problem since the 2017 Stanford Dogs benchmark. Now a default in every camera roll. --- Current AI systems can identify dog breeds from photos with a...
PlantNet, Seek, iNaturalist — apps that turn any walk into a field guide. --- AI can identify plant species from leaf photographs with a high degree of accura...
DeepMind showed this in 2022 with a transformer-based model that outperformed professional lip-readers on TV news clips. --- Researchers have made significant...
Perfume is a complex mixture of scents, and what one person finds appealing, another might not. AI systems have been used to generate new perfumes, but can they...
Autonomous Sensory Meridian Response (ASMR) is a complex phenomenon that involves triggering a relaxing response in a listener. Creating a personalized ASMR exp...
Criar uma fragrância de perfume única que se adapte ao gosto de uma pessoa é uma tarefa complexa que envolve a compreensão da olfação humana e das preferências....
Mushroom identification requires a deep understanding of mycology and the ability to analyze visual characteristics such as shape, size, color, and texture. Thi...
Vision models trained on banking datasets are deployed at every major bank. Imperfect, but better than the average teller. --- AI can detect counterfeit curre...
OpenAI's Whisper open-sourced industrial-grade speech recognition for 99 languages. Phone-quality audio went from research-only to drag-and-drop. --- Current...
Detectors and generators are in an arms race, but for most current deepfakes, off-the-shelf detectors flag them above chance — often well above. --- AI can de...
Cursive, print, mixed scripts, even sloppy notebook scrawl. iOS Notes and Apple Pencil OCR have become genuinely magical. --- AI can convert handwritten notes...
O Latin, Cirílico, Devanagari, Árabe, caracteres Han e Hangul — os OCR modernos lidam essencialmente com todos os sistemas de escrita com uma precisão maioritar...
Art history apps use this for visitor experiences in major museums. --- Current deep learning models have made significant progress in image recognition tasks...
Happy/sad/angry/surprised — solved at video-call quality. Subtler microexpressions are still hard. --- AI systems can recognise emotions in faces at a coarse-...
Os auriculares de tradução da Apple, os Google Pixel Buds Pro 2, os Ray-Ban da Meta — a tradução de fala para fala tornou-se uma funcionalidade de consumo em 20...
Research models picked up Alzheimer's markers in 30-second voice recordings years before clinical diagnosis. Not yet a routine clinical tool. --- Researchers...
Ferramentas de grau de investigação, maioritariamente usadas em rastreio e não como diagnóstico autónomo. Suficientemente eficazes para que várias universidades...
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