Timeline
A chronological overview of AI inflection points and the increasing abilities of AI over time.
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AI systems already generate and deploy targeted disinformation with alarming effectiveness. The technology exists to create personalized propaganda for millions...
Showing the work, not just the answer. By 2021 LLMs were doing this at near-perfect rates on standard datasets like GSM8K. --- AI can solve high-school math w...
AI solved one of biology’s hardest problems by predicting the 3D structure of proteins with near-experimental accuracy, accelerating drug discovery and biologic...
DALL-E showed the world that an AI could draw 'a 3D rendering of a cat made of cheese' and you'd get exactly that. Stable Diffusion later democratised it. ---...
AlphaFold 2 solved a 50-year grand challenge in biology with near-experimental accuracy at CASP14. It now powers most structural biology pipelines. --- Curren...
Advances in AI have enabled the accurate prediction of protein structures, a problem that had baffled scientists for decades. Systems like AlphaFold leverage de...
Cornell's Merlin app made this a standard tool for birders. The model knows more bird calls than any single human ornithologist. --- AI systems can identify b...
Mammography, lung CT, retinal scans. Specialty by specialty, narrow models keep clearing the human bar. --- Current research suggests that artificial intellig...
Machines often give off subtle acoustic signatures before failing, and AI has recently shown promise in diagnosing issues like bearing wear or misalignment just...
AI has made significant strides in simplifying and conveying complex ideas in accessible ways. Modern language models can break down abstract concepts into dige...
AI can assist in checking electrical blueprints for errors by using computer vision and rule-based systems to detect inconsistencies, missing components, incorr...
AI can generate customized ciphers and shared-secret dialogue tools, but these are not secret in the cryptographic sense unless they combine a newly invented ci...
AI systems can detect certain diseases by analyzing images of the eyes, particularly using retinal scans. They have demonstrated high accuracy in identifying co...
AI models can now generate full orchestral scores indistinguishable from Bach, Mozart, or Beethoven. These compositions adapt to mood, tempo, and instrumentatio...
Not a written one — a live one. With follow-up questions. Body language that doesn't betray you. Real stakes. --- Current AI systems can generate human-like t...
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...
AI systems have been used to model disease spread before, but recent advancements suggest they can now incorporate real-time data streams—like mobility patterns...
AI can analyze images of fingernails and toenails to detect certain medical conditions, leveraging computer vision and machine learning models trained on dermat...
AI can already assist in detecting certain dental conditions by analyzing radiographic images such as panoramic X-rays and cone-beam computed tomography (CBCT)...
Modern AI systems can indeed rate a driver’s skills in real time by processing data from in‐car sensors such as steering‐wheel torque, accelerator/brake inputs,...
AI defeated elite human poker professionals in multiplayer no-limit Texas Hold’em, despite bluffing, incomplete information, and psychological gameplay. --- C...
Machine learning systems now combine satellite views, demographic trends, and historical crime records to forecast where certain crimes are likely to rise in th...
As of 2024, AI tools can assist in converting electrical blueprints into PCB (printed circuit board) layouts, but they typically augment rather than fully autom...
AI can generate faces of people who never existed, complete with realistic skin textures, lighting, and imperfections that fool most observers. --- AI can cre...
DeepMind's AlphaStar reached Grandmaster level on the European ladder, beating professional players in long, real-time strategy games. --- AI systems have mad...
Current AI systems cannot directly "decipher" the historical Enigma code in a creative sense, as that code has already been solved using mathematical and comput...
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...
AI can simulate the growth of a plant based on sunlight hours and watering schedule by utilizing complex algorithms and machine learning models that take into a...
As of 2024, AI tools like Autodesk’s Generative Design, Sidewalk Labs’ Delair, and platforms such as TestFit can generate architecturally sound building designs...
AI systems now identify suspicious transactions and financial fraud patterns in milliseconds across billions of payments globally. --- As of 2024, leading ban...
Modern face-recognition systems handle decades of aging within reasonable error bounds. Not perfect at extreme ranges, but routinely good. --- Current AI syst...
Specialised hardware crossed the half-second mark in 2018. Modern record holders live in single-digit hundredths. --- Robots have been able to solve a Rubik's...
AlphaZero learned chess from scratch in four hours and crushed Stockfish, the previous king of computer chess. The end of the human-vs-engine era. --- AI has...
AI can already generate short aesthetic commentary and suggest small tweaks to an outfit, but it does not reliably discern nuanced cultural context, fabric drap...
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...
Style transfer was the original 'wow' moment of generative AI back in 2015–2017. Now built into most photo apps. --- AI can convert a photo to a chosen painti...
AI can already detect certain skin diseases from images with performance that matches or exceeds dermatologists in controlled studies, especially for common con...
Libratus crushed top professionals over 120,000 hands at Rivers Casino in January 2017. The first time a poker AI clearly surpassed humans at imperfect-informat...
AlphaGo defeated Lee Sedol 4–1 in a five-game match in Seoul, March 2016. The line moved. --- AI has already demonstrated its ability to win a Go match ag...
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...
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