Capabilities that have crossed the line. Oldest flip first — a chronology of the frontier.
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...
Sarcasm and irony are complex aspects of human communication, and detecting them requires an understanding of tone, context, and intent. AI systems have been ab...
Autonomous Sensory Meridian Response (ASMR) is a complex phenomenon that involves triggering a relaxing response in a listener. Creating a personalized ASMR exp...
Developing a fair and unbiased algorithm for ranking job candidates is a challenging task. The algorithm must be able to evaluate candidates based on their qual...
Att skapa en unik parfymdoft som passar en persons smak är en komplex uppgift som kräver förståelse för mänsklig luktuppfattning och preferenser. AI kan potenti...
När människors fitnessnivåer och hälsotillstånd förändras, måste även deras träningsrutiner utvecklas. Ett personligt tillvägagångssätt kan hjälpa individer att...
Social movements can have a significant impact on society, and understanding what makes them successful is crucial. By analyzing the message and audience demogr...
Mental health is a critical aspect of overall well-being, and AI can potentially play a role in helping people overcome phobias and anxiety disorders. However,...
Multiple-choice + free-response exams are firmly in LLM territory. Scoring 5s on AP exams is now a benchmark, not an achievement. --- Currently, AI systems ar...
The task requires understanding the user's fashion preferences and physical characteristics to suggest a cohesive and flattering wardrobe. This involves analyzi...
Nutrition is a critical aspect of overall health, and personalized nutrition plans can help people achieve their health goals. AI can be used to create personal...
Decades of NLP research, mature by the time of large multilingual transformers. DeepL, Google Translate, and modern LLMs all do this above semi-pro human level...
Midjourney, DALL-E and a thousand fine-tuned variants made 'logo from a paragraph' table stakes for anyone with five dollars. --- AI can generate professional...
Music has the power to evoke strong emotions in people, but creating music that elicits a particular emotional response is a complex task. It requires an unders...
Creating an effective learning plan requires understanding a student's strengths, weaknesses, and learning style. This task would test an AI's ability to make j...
A personalized mindfulness plan requires understanding the individual's mental health needs, goals, and preferences to create a tailored practice. This involves...
Mushroom identification requires a deep understanding of mycology and the ability to analyze visual characteristics such as shape, size, color, and texture. Thi...
Emotional intelligence is critical in many areas of life, including personal relationships and professional interactions. AI can be used to develop systems that...
Fashion is a highly personal and subjective aspect of human expression, and AI has the potential to create personalized fashion collections that take into accou...
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...
Meta's Cicero combined an LLM with strategic reasoning to play Diplomacy at human-expert level — including coalition building, lying, and persuasion via natural...
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