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Corporate Info
The Rockstar Games label was founded in 1998 to create the most innovative and progressive interactive entertainment. It is a wholly owned subsidiary of Take-Two Interactive Software, Inc.
PLEASE NOTE: Rockstar Games welcomes input from the gaming community. However, any submissions to Rockstar Games o... |
Rockstar Games
Computer Games
New York, New York
Join a tight-knit team responsible for creating and publishing some of the most popular, innovative and critically acclaimed interactive entertainment in the world including the Grand Theft Auto series, the Red Dead series and many more.
Known for our dedication to qua... |
Rockstar Games
Company »
Rockstar Games publish many original (and sometimes controversial) franchises from their various studios around the world. They are most famous for their work on the Grand Theft Auto series.
Overview
ROCKSTAR GAMES
Rockstar Games are a game developer and publisher responsible for some of the ... |
Rockstar Games Overview
Year Founded
1998
Year Founded
Status
Private
Employees
2,000
Employees
Investments
8
Rockstar Games General Information
Description
Rockstar Games is a multinational video game development and publishing company with a product portfolio that includes game... |
A History of Rockstar Games
I have something a little different than the “Where the developers are now” (One about Hitman: Blood Money is almost done). I decided to write about how Rockstar was formed and the different studios under Rockstar.
I’ve tried to include a lot of links to more in-depth articles when I could... |
Grand Theft Auto, video game created by the American company Rockstar Games and published in 1997 and 1998 by the American Softworks Corporation (ASC Games) for play on video game consoles and personal computers. After an immensely popular debut, Grand Theft Auto went on to generate multiple sequels and expansions, inc... |
Rockstar Games, Inc. is an American video game publisher based in New York City, established in December 1998 as a subsidiary of Take-Two Interactive. It is comprised of studios that have been acquired and renamed as well as others that have been created internally, including the Grand Theft Auto series' developer DMA ... |
The History of Rockstar Games
In the annals of the gaming industry, few names carry the weight and influence of Rockstar Games. Known for pushing the boundaries of interactive entertainment, Rockstar has become synonymous with groundbreaking titles that redefine the gaming experience.
In the annals of the gaming indus... |
Red Dead is a series of Western-themed action-adventure games published by Rockstar Games. The first entry in the series, Red Dead Revolver, was released on the PlayStation 2 and Xbox in May 2004. Originally developed by Capcom, Red Dead Revolver borrowed elements from their 1985 arcade title Gun.Smoke, to which it was... |
Red Dead Redemption 2 is a 2018 action-adventure game developed and published by Rockstar Games. The game is the third entry in the Red Dead series and a prequel to the 2010 game Red Dead Redemption. The story is set in a fictionalized representation of the United States in 1899 and follows the exploits of Arthur Morga... |
reddeadredemption
Buy Now
Red Dead Redemption (Rockstar Presents Ver)
Buy Now
Watch Trailer
Watch Trailer
Now available on PC, Nintendo Switch, PlayStation 4, and Xbox.
Experience the epic Western adventures that defined a generation
Experience the epic Western adventures that defined a generation
Journey across the s... |
Red Dead Redemption is a 2010 western-themed, action-adventure video game developed by Rockstar San Diego and published by Rockstar Games. It is the second game of the Red Dead series and was released for the PlayStation 3 and Xbox 360 on May 18, 2010, in North America, three days later on May 21, 2010, in Europe, for ... |
Step into the vibrant, ever-evolving world of Red Dead Online and experience life across frontier America.
Forge your own path as you battle lawmen, outlaw gangs and ferocious wild animals to build a life on the American frontier. Build a camp, ride solo or form a posse and explore everything from the snowy mountains ... |
Game overview
Explore a vast, atmospheric world in the latest adventure from Grand Theft Auto creators Rockstar Games.
America, 1899. The end of the wild west era has begun as lawmen hunt down the last remaining outlaw gangs. Those who will not surrender or succumb are killed.
After a robbery goes badly wrong in the ... |
Red Dead Redemption 2 (stylized as Red Dead Redemption II) is a western-themed action-adventure video game developed and published by Rockstar Games. It is the third entry in the Red Dead series and a prequel to 2010's Red Dead Redemption[4] and was released on October 26th, 2018[5] on PlayStation 4, Xbox One[6] and on... |
AMERICA AT THE DAWN OF THE MODERN AGE
America, 1899. After a robbery goes wrong in the town of Blackwater, Arthur Morgan and the Van der Linde gang are forced to flee. With federal agents and bounty hunters massing on their heels, the gang must rob, steal and fight their way to survive.
Outlaws for life
After a botc... |
Red Dead Redemption II
Follows outlaw Arthur Morgan and his gang, led by the charismatic Dutch Van der Linde, as they struggle to cope with the loss of their way of life amidst the decline of the Wild West at the turn of the 20th century.
Writers: Dan Houser, Michael Unsworth, Rupert Humphries
Stars: Benjamin Byron Da... |
Red Dead Redemption 1 feels like a fresh air after RDR2
Patient Review
After finishing RDR2 and, although I loved the story, but found basically little to no enjoyment derived from actually playing it, I had to return to RDR1. Like RDR2, I played RDR1 when it first came out and quit halfway into it, so this is my retu... |
Generative Pre-trained Transformer 1 (GPT-1) was the first of OpenAI's large language models following Google's invention of the transformer architecture in 2017. In June 2018, OpenAI released a paper entitled "Improving Language Understanding by Generative Pre-Training", in which they introduced that initial model alo... |
GPT Image 1
GPT Image 1 is our new state-of-the-art image generation model. It is a natively multimodal language model that accepts both text and image inputs, and produces image outputs. |
The Journey of Open AI GPT models
Generative Pre-trained Transformer (GPT) models by OpenAI have taken natural language processing (NLP) community by storm by introducing very powerful language models. These models can perform various NLP tasks like question answering, textual entailment, text summarisation etc. withou... |
The Evolution of Language Models: From GPT-1 to GPT-4 and Beyond
Last Updated : 06 Sep, 2024
The field of Natural Language Processing (NLP) has seen dramatic advancements over the past few years, largely driven by the evolution of language models. From the inception of GPT-1 to the revolutionary capabilities of GPT-4,... |
Understanding the Evolution of ChatGPT: Part 1—An In-Depth Look at GPT-1 and What Inspired It
Tracing the roots of ChatGPT: GPT-1, the foundation of OpenAI’s LLMs
The GPT (Generative Pre-Training) model family, first introduced by OpenAI in 2018, is another important application of the Transformer architecture. It has... |
Exactly 6 years ago GPT-1 was released.
We’ve come a long way the last 6 years.
I hope 6 years from now (June 2030) we would be deep in the AGI or even ASI era. |
Evolution of AI: From GPT-1 to GPT-4o – Key Features, Milestones, and Applications
Artificial Intelligence (AI) continues to revolutionize various sectors, with significant advancements in language models such as OpenAI’s Generative Pre-trained Transformers (GPT). This article delves into the evolution from GPT-1 to th... |
Generative AI (GenAI)
Generative AI (GenAI) is a type of Artificial Intelligence that can generate a wide variety of data, such as images, videos, audio, text, and 3D models. It does this by learning patterns from existing data, then using this knowledge to generate new and unique outputs. GenAI is capable of producin... |
GPT-1, GPT-2 and GPT-3 models explained
Artificial Intelligence is the foundation of all human activity and the pursuit of intelligent machines has become an important endeavor of humanity. There have been some incredible technological advances in the field of Artificial Intelligence in this century. These revolutionar... |
Large Language Models, GPT-1 – Generative Pre-Trained Transformer
Diving deeply into the working structure of the first ever version of gigantic GPT-models
Introduction
2017 was a historical year in machine learning. Researchers from the Google Brain team introduced Transformer which rapidly outperformed most of the ... |
OpenAI GPT 1
Table of Contents
Model Details
How To Get Started With the Model
Uses
Risks, Limitations and Biases
Training
Evaluation
Environmental Impact
Technical Specifications
Citation Information
Model Card Authors
Model Details
Model Description: openai-gpt (a.k.a. "GPT-... |
A generative pre-trained transformer (GPT) is a type of large language model (LLM) and a prominent framework for generative artificial intelligence. It is an artificial neural network that is used in natural language processing by machines. It is based on the transformer deep learning architecture, pre-trained on large... |
GPT-2, developed by OpenAI, is a large language model that was pre-trained on a massive dataset of text from the internet. It is known for its ability to generate human-quality text, translate languages, answer questions, and summarize text. GPT-2 was a significant advancement in the field of natural language processin... |
GPT-2
Test the whole generation capabilities here: https://transformer.huggingface.co/doc/gpt2-large
Pretrained model on English language using a causal language modeling (CLM) objective. It was introduced in this paper and first released at this page.
Disclaimer: The team releasing GPT-2 also wrote a model card for... |
Status: Archive (code is provided as-is, no updates expected)
gpt-2
Code and models from the paper "Language Models are Unsupervised Multitask Learners".
You can read about GPT-2 and its staged release in our original blog post, 6 month follow-up post, and final post.
We have also released a dataset for researchers ... |
Generative Pre-trained Transformer 2 (GPT-2) is a large language model by OpenAI and the second in their foundational series of GPT models. GPT-2 was pre-trained on a dataset of 8 million web pages. It was partially released in February 2019, followed by full release of the 1.5-billion-parameter model on November 5, 20... |
As the final model release of GPT‑2’s staged release, we’re releasing the largest version (1.5B parameters) of GPT‑2 along with code and model weights(opens in a new window) to facilitate detection of outputs of GPT‑2 models. While there have been larger language models released since August, we’ve continued with our o... |
Better language models and their implications
We’ve trained a large-scale unsupervised language model which generates coherent paragraphs of text, achieves state-of-the-art performance on many language modeling benchmarks, and performs rudimentary reading comprehension, machine translation, question answering, and summ... |
GPT-2 is a scaled up version of GPT, a causal transformer language model, with 10x more parameters and training data. The model was pretrained on a 40GB dataset to predict the next word in a sequence based on all the previous words. This approach enabled the model to perform many downstream tasks in a zero-shot setting... |
The Illustrated GPT-2 (Visualizing Transformer Language Models)
This year, we saw a dazzling application of machine learning. The OpenAI GPT-2 exhibited impressive ability of writing coherent and passionate essays that exceed what we anticipated current language models are able to produce. The GPT-2 wasn’t a particular... |
GPT-3 powers the next generation of apps
Over 300 applications are delivering GPT‑3–powered search, conversation, text completion, and other advanced AI features through our API.
Nine months since the launch of our first commercial product, the OpenAI API(opens in a new window), more than 300 applications are now usi... |
Generative Pre-trained Transformer 3 (GPT-3) is a large language model released by OpenAI in 2020.
Like its predecessor, GPT-2, it is a decoder-only transformer model of deep neural network, which supersedes recurrence and convolution-based architectures with a technique known as "attention". This attention mechanism ... |
What is GPT-3? Everything you need to know
GPT-3, or the third-generation Generative Pre-trained Transformer, is a neural network machine learning (ML) model trained using internet data to generate any type of text. Developed by OpenAI, it requires a small amount of input text to generate large volumes of relevant and ... |
OpenAI GPT-3, the most powerful language model: An Overview
Utilizing Machine Learning technology is not so tough now. It doesn't require a deep understanding of the algorithm, statistics and probability. At present, it’s as simple as calling an API. Thanks to the magical invention done by OpenAI.
What is OpenAI?
Op... |
Meet GPT-3. It Has Learned to Code (and Blog and Argue).
The latest natural-language system generates tweets, pens poetry, summarizes emails, answers trivia questions, translates languages and even writes its own computer programs.
This summer, an artificial intelligence lab in San Francisco called OpenAI unveiled a ... |
GPT-3
Introduced by Brown et al. in Language Models are Few-Shot Learners
GPT-3 is an autoregressive transformer model with 175 billion parameters. It uses the same architecture/model as GPT-2, including the modified initialization, pre-normalization, and reversible tokenization, with the exception that GPT-3 uses alte... |
Building GPT-3 applications — beyond the prompt
Large Language Models (LLMs), notably OpenAI’s GPT-3, have been growing in popularity with both academics and industry practitioners. With the recent release of ChatGPT, built on top of a variation of GPT-3, these models have even reached considerable fame amid the genera... |
What Is GPT-3 And Why Is It Revolutionizing Artificial Intelligence?
There’s been a great deal of hype and excitement in the artificial intelligence (AI) world around a newly developed technology known as GPT-3. Put simply; it's an AI that is better at creating content that has a language structure – human or machine l... |
Mukesh Dhirubhai Ambani (born 19 April 1957) is an Indian billionaire and businessman who is the chairman and managing director of Reliance Industries. As of May 2025, he is the richest person in Asia and 13th richest in the world, with a net worth of US$108 billion.
Sometimes characterized as a plutocrat, he has attr... |
Mukesh Ambani (born April 19, 1957, Aden, Yemen) is an Indian business mogul who serves as chairman and managing director of the Indian conglomerate Reliance Industries Limited (RIL), a multinational conglomerate with businesses across sectors such as petrochemicals, energy, textiles, retail, and telecommunications. Wi... |
Mukesh Ambani
Chairman and managing director, Reliance Industries
$109.5B
$2.5B (2.33%)
Real Time Net Worth
as of 6/21/25
#16 in the world today
From the Editor
Mukesh Ambani chairs and runs $120 billion (revenue) Reliance Industries, which has interests in petrochemicals, oil and gas, telecom, retail, media and finan... |
FOUNDER Shri Mukesh Ambani
Chairman and Managing Director, Reliance Industries Limited
Shri Mukesh Ambani is a globally renowned Indian business magnate and the Chairman & Managing Director of Reliance Industries Limited (RIL), Fortune Global 500® company, and India’s largest private-sector corporation.
Shri Mukesh A... |
"The one common, unifying thread that runs through everything we have ever done at Reliance is the spirit of CARE & EMPATHY. This is what the true Reliance spirit was, is, and will always be." ~ Mukesh Ambani
Chairman & Managing Director
RIL Chairman and Managing Director, Mukesh D. Ambani, is a chemical engineer fro... |
Mukesh Ambani $109.53 B image $2.5 B (2.28%) Ranked #16 in World Born April 19, 1957 in Aden, Yemen Age 68 years Source Of Wealth Diversified Industries Diversified Citizenship India Residence Mumbai Education Drop Out, Stanford University; Bachelor of Science in Engineering, University of Mumbai Spouse Nita Ambani (Ma... |
Ubisoft is a French video game company known for developing and publishing popular franchises like Assassin's Creed, Far Cry, and Just Dance. It was founded in 1986 by the Guillemot brothers and has since grown into a global leader in the entertainment industry. Ubisoft has studios worldwide, including two in India, Ub... |
ABOUT US
Enrich players' lives by creating original and memorable gaming experiences
Small Beginnings, Big Ideas
Ubisoft’s story begins with a family. The five Guillemot brothers, who saw an opportunity in the growing software development business, founded Ubisoft in 1986 to create and distribute video games around ... |
Ubisoft Entertainment SA (/ˈjuːbisɒft/; French: ; formerly Ubi Soft Entertainment SA) is a French video game publisher headquartered in Saint-Mandé with development studios across the world. Its video game franchises include Anno, Assassin's Creed, Driver, Far Cry, Just Dance, Prince of Persia, Rabbids, Rayman, Tom C... |
Ubisoft India Studios
Computer Games
Pune, Maharashtra 148,742 followers
Enriching players' lives by creating memorable and meaningful gaming experiences.
About us
Ubisoft is one of the entertainment industry's leaders, packing a remarkable slate of globally recognised brands. Its mission is to enrich players' lives... |
Life at Ubisoft in India
Discover a diverse, young, and welcoming environment at Ubisoft in India, where all our team members can learn, grow, and thrive. We are a community-driven, creative studio with an open-door policy that fuels collaboration and a tightly knit culture. Work with and grow among brilliant industry... |
Ubisoft Entertainment SA: Overview
Ubisoft Entertainment SA (Ubisoft) is involved in the production, publishing, distribution, and operation of video games for various platforms including consoles, PC, and mobile devices. The company's product portfolio includes a wide range of video games such as Assassin’s Creed, Th... |
Ubisoft
Montreal, Canada
From the Editor
Ubisoft is the creator and distributor of interactive entertainment and services and the maker of blockbuster favorites Assassin’s Creed and Wii Just Dance. The company was founded by the five Guillemot brothers in 1986 in Brittany, France. It went public on the Paris stock exc... |
About: Ubisoft
An Entity of Type: Public company, from Named Graph: http://dbpedia.org, within Data Space: dbpedia.org
Ubisoft Entertainment SA (/ˈjuːbisɒft/; French: [ybisɔft]; formerly Ubi Soft Entertainment SA) is a French video game publisher headquartered in Saint-Mandé with development studios across the world. ... |
Far Cry, electronic game released for personal computers (PCs) in 2004 by Ubisoft Entertainment SA, an entertainment-software company based in France. Far Cry enjoyed strong sales and impressed critics with its mix of stealth and “shoot-’em-up” first-person action. The game also was noted for its superior graphics, whi... |
Assassin’s Creed, computer and console video game created and distributed in 2007 by the French game developer Ubisoft Entertainment. Assassin’s Creed became one of the premier titles in the third-person stealth genre, praised for its stunning visuals and original storyline, and it spawned a game and media franchise.
... |
historical novel, a novel that has as its setting a period of history and that attempts to convey the spirit, manners, and social conditions of a past age with realistic detail and fidelity (which is in some cases only apparent fidelity) to historical fact. The work may deal with actual historical personages, as does R... |
electronic adventure game, electronic game genre characterized by exploring, puzzle solving, narrative interactions with game characters, and, for action-adventure games, running, jumping, climbing, fighting, and other intense action sequences. Many modern electronic games, such as role playing games (RPGs) and shooter... |
Prince of Persia, electronic action-adventure game series, originally developed by the American game company Brøderbund Software in 1989 for Apple Inc.’s Apple II home computer. (Brøderbund was acquired by the Learning Company [a division of Mattel, Inc., an American toy company] in 1998.) The Prince of Persia franchis... |
electronic platform game, electronic game genre characterized by maneuvering a character from platform to platform by jumping, climbing, and swinging in order to reach some final destination. The first genuine platform game was Nintendo Company Ltd.’s Donkey Kong (1981), an arcade game in which Jumpman climbed up and d... |
Twitter, officially known as X since 2023, is an American microblogging and social networking service. It is one of the world's largest social media platforms and one of the most-visited websites. Users can share short text messages, images, and videos in short posts commonly known as "tweets" (officially "posts") an... |
What is Twitter? Twitter is a free social networking site where users broadcast short posts known as tweets.... |
Twitter, Inc. was an American social media company based in San Francisco, California, which operated and was named for its flagship social media network prior to its rebrand as X. In addition to Twitter, the company previously operated the Vine short video app and Periscope livestreaming service. In April 2023, Twitte... |
X, formerly Twitter (2006–2023), is an online social media platform and microblogging service that distributes short messages of no more than 280 characters. The service was influential in shaping politics and culture in the early 21st century. The successor to Twitter, X Corp., is a wholly owned subsidiary of X Holdin... |
X.AI Corp., doing business as xAI, is an American public-benefit corporation working in the area of artificial intelligence (AI), social media and technology. It was founded by Elon Musk in March 2023.
History
Financial history
xAI was founded by Musk on March 9, 2023, and has since been headquartered in the San F... |
Grok
[ Our Mission ]
Understand the Universe
AI’s knowledge should be all-encompassing and as far-reaching as possible. We build AI specifically to advance human comprehension and capabilities.
[ Our principles ]
At our core
We’re a focused and mighty team connected by our curiosity, commitment, and unwavering drive.... |
Explainable AI (XAI), often overlapping with interpretable AI, or explainable machine learning (XML), is a field of research within artificial intelligence (AI) that explores methods that provide humans with the ability of intellectual oversight over AI algorithms.[1][2] The main focus is on the reasoning behind the de... |
What We Know About XAI As It Bolsters Itself For AI Race—With $6 Billion In New Funding
Elon Musk’s artificial intelligence startup xAI disclosed Thursday it raised $6 billion in equity financing—the company’s latest step forward as it raises funding and expands its rapidly growing supercomputer site in hopes of cemen... |
Instagram is an American photo and short-form video sharing social networking service owned by Meta Platforms. It allows users to upload media that can be edited with filters, be organized by hashtags, and be associated with a location via geographical tagging. Posts can be shared publicly or with preapproved follower... |
About Instagram
Instagram is a free photo and video sharing app available on iPhone and Android. People can upload photos or videos to our service and share them with their followers or with a select group of friends. They can also view, comment and like posts shared by their friends on Instagram. Anyone 13 and older c... |
Instagram, online social media platform and social network service for photograph and video sharing. The app was launched in 2010 by cofounders Kevin Systrom and Mike Krieger, and it is now owned by Meta Platforms, Inc., the parent company of Facebook. One of the biggest social media platforms in the world, Instagram s... |
Instagram: What It Is, Its History, and How the Popular App Works
Since its beginnings in 2010, Instagram has evolved as a photo-sharing app to become a social media powerhouse with 2 billion monthly active users worldwide.12 While Instagram started as a platform for sharing personal moments and filtered photos, it h... |
About Us
Head of Instagram
Adam Mosseri (@mosseri) is the Head of Instagram where he oversees all functions of the business including engineering, product and operations. A designer at heart, Adam is known for balancing sharp design thinking with thoughtful product strategy to create experiences that bring people toge... |
Instagram 101: A Step-By-Step Guide on How to Use Instagram
In this beginner’s guide, learn everything you need to know about getting started with Instagram
Imagine a place where you can stay updated on your college roommate’s life, get book recommendations, discover new brands, and learn more about anything you like... |
Spotify is a popular online music and podcast streaming service that offers a vast library of audio content, including over 100 million songs and millions of podcasts. It provides both free, ad-supported access and a premium subscription service with additional features like offline listening. Spotify was founded in 20... |
About Spotify
Since its launch in 2008, Spotify has revolutionised music listening. Our move into podcasting brought innovation and a new generation of listeners to the medium. In 2022, we took the next leap, entering the fast-growing audiobook market—continuing to shape the future of audio.
Today, more listeners tha... |
Spotify (/ˈspɒtɪfaɪ/; Swedish: ) is a Swedish audio streaming and media service provider founded on 23 April 2006 by Daniel Ek and Martin Lorentzon. As of December 2024, it is one of the largest providers of music streaming services, with over 678 million monthly active users comprising 268 million paying subscriber... |
About Spotify
Since its launch in 2008, Spotify has revolutionised music listening. Our move into podcasting brought innovation and a new generation of listeners to the medium. In 2022, we took the next leap, entering the fast-growing audiobook market—continuing to shape the future of audio. Today, more listeners than... |
Spotify, audio streaming service that offers users access to music tracks, podcasts, and other media through a subscription model. It is a publicly traded company that was founded by Swedish entrepreneurs Daniel Ek and Martin Lorentzon in 2006. Spotify is headquartered in Stockholm and has more than a dozen other offic... |
Anthropic PBC is an American artificial intelligence (AI) startup company founded in 2021. Anthropic has developed a family of large language models (LLMs) named Claude as a competitor to OpenAI's ChatGPT and Google's Gemini. According to the company, it researches and develops AI to "study their safety properties at ... |
Anthropic: What We Know About the Company Behind Claude AI
Anthropic is bringing safety and interpretability to the generative AI space. Get to know the history behind Anthropic, what it does, its Claude models and how it differs from OpenAI.
Ellen Glover
Written by Ellen Glover
A photo of an smartphone with Anthropic... |
Anthropic
Research Services
Anthropic is an AI safety and research company working to build reliable, interpretable, and steerable AI systems.
We're an AI research company that builds reliable, interpretable, and steerable AI systems. Our first product is Claude, an AI assistant for tasks at any scale.
Our research ... |
Who is Anthropic, the company behind Claude?
Anthropic is a San Francisco-based AI company that develops safe and beneficial artificial intelligence systems (well, according to them ;)).
Founded by machine learning, physics, and policy experts, Anthropic takes an interdisciplinary approach to AI research and developme... |
What’s Anthropic AI? Here’s Everything To Know [2025]
This article will cover everything you need to know about OpenAI’s largest rival, Anthropic AI, and explore how its technology will impact your life and work.
You might have heard of Amazon’s $4 billion investment into Anthropic AI in March 2024, the viral story of... |
Claude: Everything you need to know about Anthropic’s AI
Anthropic, one of the world’s largest AI vendors, has a powerful family of generative AI models called Claude. These models can perform a range of tasks, from captioning images and writing emails to solving math and coding challenges.
With Anthropic’s model ecos... |
In cosmology, the anthropic principle, also known as the observation selection effect, is the proposition that the range of possible observations that could be made about the universe is limited by the fact that observations are only possible in the type of universe that is capable of developing observers in the first ... |
Anthropic
San Francisco, California
From the Editor
Anthropic has continued to be the OpenAI challenger with the most staying power. In February, the $61.5 billion-valued AI model builder released a “hybrid reasoning” model called Claude 3.7 Sonnet that can automatically decide how to approach a question—either taking... |
In machine learning, a neural scaling law is an empirical scaling law that describes how neural network performance changes as key factors are scaled up or down. These factors typically include the number of parameters, training dataset size, and training cost.
Introduction
In general, a deep learning model can be cha... |
Explaining neural scaling laws
Significance
The population loss of trained deep neural networks has been empirically observed to improve as a power law in a variety of large models and datasets. We investigate the origins behind such “scaling laws” and provide a taxonomy for different scaling regimes. Our findings are ... |
Neural scaling of deep chemical models
Abstract
Massive scale, in terms of both data availability and computation, enables important breakthroughs in key application areas of deep learning such as natural language processing and computer vision. There is emerging evidence that scale may be a key ingredient in scientif... |
Explaining Neural Scaling Laws
Ethan S Dyer
Jaehoon Lee
Jared D Kaplan
Utkarsh Sharma
Yasaman Bahri
arxiv (2021)
The test loss of well-trained neural networks often follows precise power-law scaling relations with either the size of the training dataset or the number of parameters in the network. We propose a theory t... |
Neural Scaling Laws For AGI
Discussion
The argument in support of LLM that they will become truly intelligent is based on Neural Scaling Laws.
In simple terms, the law basically states that as we keep throwing more compute, data and increase the size of the model, the intelligence capacity of the system will keep inc... |
Scaling Laws Literature Review
I have collected a database of scaling laws for different tasks and architectures, and reviewed dozens of papers in the scaling law literature.
Executive summary
Scaling laws are predictable relations between the scale of a mode and performance or other useful properties.
I hav... |
Zepto is an Indian quick-commerce company headquartered in Bengaluru. It was founded in July 2021 by Aadit Palicha and Kaivalya Vohra. As of August 2024, the company is valued at over $5 billion and operates over 250 dark-stores across ten metropolitan areas in India.
History
Aadit Palicha started KiranaKart with Kaiv... |
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