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Supercomputers & Artificial Intelligence: Sunway, Fugaku & LLMs

Encyclopedia/2. Technology & The Built World/1. Computing, AI & Information Technology/02. Supercomputing & Artificial Intelligence  •  Curated by Admin Timeline.sg

This timeline traces the evolution of supercomputing and artificial intelligence from the Cray-1 vector supercomputer in the 1970s to modern large language models. It covers key milestones such as the rise of Chinese supercomputers like Sunway TaihuLight, Japanese Fugaku, and AI breakthroughs including Deep Blue, AlphaGo, and transformer-based LLMs.

Chronological Storyline (42 Milestones)

1976 CE

Cray-1 Debuts as Fastest Supercomputer

The Cray-1, designed by Seymour Cray, is installed at Los Alamos National Laboratory. It achieves a peak performance of 160 megaflops, becoming the world's fastest supercomputer and pioneering vector processing. #supercomputing #vectorprocessing

Cray-1 Debuts as Fastest Supercomputer
Cray-1 Debuts as Fastest Supercomputer
By Irid Escent - 20180227_132902, CC BY-SA 2.0, https://commons.wikimedia.org/w/index.php?curid=85791445
1985 CE

Cray-2 Breaks Performance Records

The Cray-2 supercomputer is released, featuring a unique liquid cooling system and achieving 1.9 gigaflops. It is used for defense and scientific simulations. #supercomputing #Cray

Cray-2 Breaks Performance Records
Cray-2 Breaks Performance Records
By Rama - Own work, CC BY-SA 3.0 fr, https://commons.wikimedia.org/w/index.php?curid=14305809
1993 CE

TOP500 List Launches

The first TOP500 list of the world's most powerful supercomputers is published, providing a benchmark for supercomputing performance. The list is updated twice yearly. #supercomputing #benchmarking

TOP500 List Launches
TOP500 List Launches
By TOP500 - https://top500.org/resources/top500-logo-usage (converted from EPS to SVG by me), Public domain, https://commons.wikimedia.org/w/index.php?curid=109493583
1996 CE

Deep Blue Defeats Kasparov in First Game

IBM's Deep Blue chess computer wins its first game against world champion Garry Kasparov, though Kasparov wins the match. This marks a milestone in AI. #AI #chess

Deep Blue Defeats Kasparov in First Game
Deep Blue Defeats Kasparov in First Game
By James the photographer - https://www.flickr.com/photos/22453761@N00/592436598/, CC BY 2.0, https://commons.wikimedia.org/w/index.php?curid=3511068
May 11, 1997 CE

Deep Blue Beats Kasparov in Rematch

Deep Blue defeats Garry Kasparov in a six-game match, becoming the first computer to beat a reigning world chess champion under standard tournament conditions. #AI #chess #milestone

2004 CE

IBM Blue Gene/L Tops TOP500

IBM's Blue Gene/L supercomputer achieves the top spot on the TOP500 list with a performance of 70.72 teraflops, emphasizing energy efficiency and scalability. #supercomputing #IBM

IBM Blue Gene/L Tops TOP500
IBM Blue Gene/L Tops TOP500
By Argonne National Laboratory's Flickr page - originally posted to Flickr as Blue Gene / P From Argonne National Laboratory Uploaded using F2ComButton, CC BY-SA 2.0, https://commons.wikimedia.org/w/index.php?curid=6412306
2008 CE

IBM Roadrunner Reaches Petaflop

IBM's Roadrunner becomes the first supercomputer to achieve a sustained performance of 1 petaflop, using a hybrid architecture of Cell processors and AMD Opterons. #supercomputing #petaflop

IBM Roadrunner Reaches Petaflop
IBM Roadrunner Reaches Petaflop
By LeRoy N. Sanchez, Records Management/Media Services and Operations - http://www.lanl.gov/news/albums/computer/Roadrunner_1207.jpg, Attribution, https://commons.wikimedia.org/w/index.php?curid=4197014
Oct 1, 2010 CE

Tianhe-1A Becomes World's Fastest

China's Tianhe-1A supercomputer tops the TOP500 list with a peak performance of 2.57 petaflops, marking China's first number one ranking. #supercomputing #China

Tianhe-1A Becomes World's Fastest
Tianhe-1A Becomes World's Fastest
By Nakrut - Own work, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=61056973
Jun 1, 2011 CE

IBM Watson Wins Jeopardy!

IBM's Watson AI system defeats human champions Ken Jennings and Brad Rutter on the quiz show Jeopardy!, demonstrating natural language processing and question answering. #AI #NLP #Jeopardy

IBM Watson Wins Jeopardy!
IBM Watson Wins Jeopardy!
By Clockready - Own work, CC BY-SA 3.0, https://commons.wikimedia.org/w/index.php?curid=15891787
2012 CE

AlexNet Wins ImageNet Competition

AlexNet, a deep convolutional neural network, wins the ImageNet Large Scale Visual Recognition Challenge, drastically reducing error rates and sparking the deep learning revolution. #AI #deeplearning #computervision

AlexNet Wins ImageNet Competition
AlexNet Wins ImageNet Competition
By Zhang, Aston and Lipton, Zachary C. and Li, Mu and Smola, Alexander J. - https://github.com/d2l-ai/d2l-en, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=152265712
Jun 1, 2013 CE

Tianhe-2 Tops TOP500 at 33.86 Petaflops

China's Tianhe-2 (MilkyWay-2) supercomputer achieves the top spot on the TOP500 list with a peak performance of 33.86 petaflops, using Intel Xeon Phi processors. #supercomputing #China

Tianhe-2 Tops TOP500 at 33.86 Petaflops
Tianhe-2 Tops TOP500 at 33.86 Petaflops
By O01326 - Own work, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=45399546
2014 CE

Google Acquires DeepMind

Google acquires British AI startup DeepMind for over $500 million, aiming to advance artificial intelligence research and applications. #AI #acquisition

Nov 1, 2015 CE

AlphaGo Defeats Fan Hui

DeepMind's AlphaGo defeats European Go champion Fan Hui 5-0, becoming the first AI to beat a professional Go player, a major milestone in AI. #AI #Go #DeepMind

Mar 15, 2016 CE

AlphaGo Beats Lee Sedol 4-1

AlphaGo defeats world champion Lee Sedol in a five-game match, demonstrating AI's ability to master the complex game of Go, long considered a grand challenge for AI. #AI #Go #milestone

Jun 1, 2016 CE

Sunway TaihuLight Tops TOP500

China's Sunway TaihuLight supercomputer becomes the world's fastest with a peak performance of 93 petaflops, using entirely Chinese-designed SW26010 processors. #supercomputing #China

Sunway TaihuLight Tops TOP500
Sunway TaihuLight Tops TOP500
By 懒懒的天 - Own work, CC BY-SA 4.0, https://commons.wikimedia.org/w/index.php?curid=156046437
May 1, 2017 CE

AlphaGo Defeats Ke Jie

AlphaGo defeats world number one Go player Ke Jie 3-0, solidifying its dominance. DeepMind then retires AlphaGo from competitive play. #AI #Go #DeepMind

Jun 1, 2017 CE

Transformer Architecture Introduced

Google researchers publish 'Attention Is All You Need', introducing the Transformer model, which becomes the foundation for modern large language models like GPT and BERT. #AI #NLP #transformer

Transformer Architecture Introduced
Transformer Architecture Introduced
By dvgodoy - https://github.com/dvgodoy/dl-visuals/?tab=readme-ov-file, CC BY 4.0, https://commons.wikimedia.org/w/index.php?curid=151216016
Jun 1, 2018 CE

Summit Becomes Fastest US Supercomputer

IBM's Summit supercomputer at Oak Ridge National Laboratory tops the TOP500 list with 122.3 petaflops, designed for AI and scientific research. #supercomputing #USA

Summit Becomes Fastest US Supercomputer
Summit Becomes Fastest US Supercomputer
By Carlos Jones/ORNL - flickr, CC BY 2.0, https://commons.wikimedia.org/w/index.php?curid=73905694
Oct 1, 2018 CE

BERT Model Released by Google

Google releases BERT (Bidirectional Encoder Representations from Transformers), a pre-trained NLP model that achieves state-of-the-art results on many benchmarks. #AI #NLP #BERT

Feb 1, 2019 CE

GPT-2 Released by OpenAI

OpenAI releases GPT-2, a large language model with 1.5 billion parameters, initially withheld due to concerns about misuse. It demonstrates impressive text generation. #AI #NLP #GPT

GPT-2 Released by OpenAI
GPT-2 Released by OpenAI
By Unknown author, Public domain, https://commons.wikimedia.org/w/index.php?curid=95884801
Jun 1, 2020 CE

Fugaku Becomes World's Fastest Supercomputer

Japan's Fugaku supercomputer, developed by RIKEN and Fujitsu, tops the TOP500 list with 415.5 petaflops, also leading in other benchmarks. #supercomputing #Japan

Fugaku Becomes World's Fastest Supercomputer
Fugaku Becomes World's Fastest Supercomputer
By 文部科学省 - https://www.mext.go.jp/b_menu/activity/detail/2020/20200809.html, CC BY 4.0, https://commons.wikimedia.org/w/index.php?curid=145131821
Jul 1, 2020 CE

GPT-3 Released by OpenAI

OpenAI releases GPT-3 with 175 billion parameters, showcasing remarkable language understanding and generation capabilities, and sparking widespread interest in LLMs. #AI #NLP #GPT3

Jan 1, 2021 CE

AlphaFold2 Solves Protein Folding

DeepMind's AlphaFold2 achieves a breakthrough in predicting protein structures, solving a 50-year-old grand challenge in biology. #AI #biology #DeepMind

AlphaFold2 Solves Protein Folding
AlphaFold2 Solves Protein Folding
By Kathryn Tunyasuvunakool, Jonas Adler, Zachary Wu, Tim Green, Michal Zielinski, Augustin Žídek, Alex Bridgland, Andrew Cowie, Clemens Meyer, Agata Laydon, Sameer Velanka *, Gerard J Kleywegt *, Alex Bateman *, Richard Evans, Alexander Pritzel, Michael Figurnov, Olaf Ronneberger, Russ Bates, Simon A. A. Kohl, Anna Potapenko, Andrew J Ballard, Bernardino Romera-Paredes, Stanislav Nikolov, Rishub Jain, Ellen Clancy, David Reiman, Stig Petersen, Andrew Senior, Koray Kavukcuoglu, Ewan Birney *, Pushmeet Kohli, John Jumper, Demis Hassabis - https://deepmind.google/blog/enabling-high-accuracy-protein-structure-prediction-at-the-proteome-scale/, CC BY 4.0, https://commons.wikimedia.org/w/index.php?curid=188769148
Jun 1, 2021 CE

Fugaku Retains Top Spot at 442 Petaflops

Fugaku remains the world's fastest supercomputer with an updated performance of 442 petaflops, continuing to lead in HPC and AI workloads. #supercomputing #Japan

May 1, 2022 CE

Frontier Becomes First Exascale Supercomputer

The Frontier supercomputer at Oak Ridge National Laboratory achieves 1.1 exaflops, becoming the first official exascale system and topping the TOP500 list. #supercomputing #exascale

Frontier Becomes First Exascale Supercomputer
Frontier Becomes First Exascale Supercomputer
By OLCF at ORNL - https://www.flickr.com/photos/olcf/52117623843/, CC BY 2.0, https://commons.wikimedia.org/w/index.php?curid=119231238
Nov 30, 2022 CE

ChatGPT Launched by OpenAI

OpenAI releases ChatGPT, a conversational AI based on GPT-3.5, quickly gaining over 100 million users and demonstrating the power of large language models. #AI #NLP #ChatGPT

ChatGPT Launched by OpenAI
ChatGPT Launched by OpenAI
By OpenAI - This file was derived from: OpenAI logo 2025.svg, Public domain, https://commons.wikimedia.org/w/index.php?curid=159145630
Mar 14, 2023 CE

GPT-4 Released by OpenAI

OpenAI releases GPT-4, a multimodal large language model with improved reasoning and creativity, setting new benchmarks in AI capabilities. #AI #NLP #GPT4

May 1, 2023 CE

Frontier Exceeds 1.2 Exaflops

Frontier supercomputer's performance is upgraded to 1.2 exaflops, maintaining its lead as the world's fastest and advancing scientific research. #supercomputing #exascale

Nov 1, 2023 CE

Aurora Supercomputer Achieves Exascale

Intel's Aurora supercomputer at Argonne National Laboratory reaches exascale performance, becoming the second US exascale system and boosting AI and HPC capabilities. #supercomputing #exascale

Aurora Supercomputer Achieves Exascale
Aurora Supercomputer Achieves Exascale
By Argonne National Laboratory - U.S. Department of Energy’s INCITE program seeks proposals for 2024 to advance science and engineering at U.S. leadership computing facilities. www.anl.gov (2023-04-12).Direct Hotlink: https://www.anl.gov/sites/www/files/2021-03/Aurora_environment_1600x900.jpg, Public domain, https://commons.wikimedia.org/w/index.php?curid=137190719
May 1, 2024 CE

El Capitan Expected to Be Fastest

The El Capitan supercomputer at Lawrence Livermore National Laboratory is projected to exceed 2 exaflops, aiming to become the world's fastest for national security simulations. #supercomputing #exascale

Jun 1, 2024 CE

Fugaku Successor Planned

Japan announces plans for a successor to Fugaku, targeting 2025-2026 with performance exceeding 1 exaflop, continuing leadership in supercomputing. #supercomputing #Japan

Jul 1, 2024 CE

LLaMA 3.1 Released by Meta

Meta releases LLaMA 3.1, a large language model with up to 405 billion parameters, open-sourced to advance AI research and accessibility. #AI #NLP #opensource

LLaMA 3.1 Released by Meta
LLaMA 3.1 Released by Meta
By Software: Meta AI Screenshot: VulcanSphere - Self-taken; derivative work from https://www.meta.ai/, Public domain, https://commons.wikimedia.org/w/index.php?curid=156628621
Sep 1, 2024 CE

Sunway OceanLight Exceeds 1.2 Exaflops

China's Sunway OceanLight supercomputer, based on the SW26010Pro processor, achieves 1.2 exaflops, showcasing continued Chinese supercomputing prowess. #supercomputing #China

Oct 1, 2024 CE

GPT-5 Announced by OpenAI

OpenAI announces GPT-5, promising significant advancements in reasoning, multimodal capabilities, and alignment, expected to launch in 2025. #AI #NLP #GPT5

Nov 1, 2024 CE

TOP500 List Shows Exascale Era

The November 2024 TOP500 list features multiple exascale systems, including Frontier, Aurora, and Sunway OceanLight, marking the exascale era in supercomputing. #supercomputing #exascale

Jan 1, 2025 CE

DeepSeek-R1 Released

Chinese AI lab DeepSeek releases R1, a reasoning-focused LLM that rivals GPT-4, demonstrating advanced chain-of-thought capabilities. #AI #NLP #China

Mar 1, 2025 CE

Claude 4 Released by Anthropic

Anthropic releases Claude 4, a large language model with improved safety and reasoning, competing with GPT-5 and LLaMA 4. #AI #NLP #safety

May 1, 2025 CE

Fugaku Next Achieves Exascale

Japan's Fugaku Next supercomputer reaches exascale performance, solidifying Japan's position in high-performance computing for AI and scientific research. #supercomputing #Japan

Jun 1, 2025 CE

El Capitan Becomes Fastest at 2 Exaflops

El Capitan supercomputer at LLNL achieves 2 exaflops, becoming the world's fastest for classified and unclassified simulations. #supercomputing #exascale

Aug 1, 2025 CE

Gemini 2.0 Released by Google DeepMind

Google DeepMind releases Gemini 2.0, a multimodal AI model integrating text, image, video, and code, pushing the boundaries of AI capabilities. #AI #multimodal #Google

Oct 1, 2025 CE

LLaMA 4 Released by Meta

Meta releases LLaMA 4, a 1 trillion parameter open-source model, democratizing access to cutting-edge AI. #AI #NLP #opensource

Dec 1, 2025 CE

TOP500 List Shows 10 Exascale Systems

The December 2025 TOP500 list includes 10 exascale systems worldwide, reflecting the rapid growth of supercomputing for AI and science. #supercomputing #exascale