Capabilities that have crossed the line. Oldest flip first — a chronology of the frontier.
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...
Creating a unique perfume fragrance that suits a person's taste is a complex task that involves understanding human olfaction and preferences. AI can potentiall...
As people's fitness levels and health conditions change, their exercise routines must also evolve. A personalized approach can help individuals achieve their go...
Social movements can have a significant impact on society, and understanding what makes them successful is crucial. By analyzing the message and audience demogr...
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...
ChatGPT's release in November 2022 was the moment the average user could talk to a machine and forget for stretches that they were doing so. --- Current AI sy...
Image-from-text models eat this for breakfast — feed in lyrics, get a usable cover. --- AI can generate album cover art from a song's mood by using deep learn...
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