AWS Machine Learning Blog

JANUARY 24, 2025

Lets create an Amazon S3 gateway endpoint and attach it to VPC with custom IAM resource-based policies to more tightly control access to your Amazon S3 files. The following code is a sample resource policy. Under Specify permissions use the following JSON to provide access on S3 buckets, VPC, and KMS keys. Choose Create roles.

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Unite.AI

JANUARY 8, 2025

My passion for video creation began in 2012 while I was in grad school at the University of Michigan. At the time, creating high-quality video content required editing skills or a creative background, and was reserved for those with pro-skills, which inspired me to develop a simpler solution.

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Flipboard

MAY 2, 2023

Dr Geoffrey Hinton, who with two of his students at the University of Toronto built a neural net in 2012, quit … The man often touted as the godfather of AI has quit Google, citing concerns over the flood of fake information, videos and photos online and the possibility for AI to upend the job market.

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Unite.AI

OCTOBER 7, 2023

First coined by Cisco in 2012, the Internet of Everything builds on IoT by extending connections beyond machine-to-machine communication. In this article, we’ll look at the concept of the Internet of Everything in detail and shed some light on the relationship between AI and 6G technologies to enable global connectivity.

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Unite.AI

SEPTEMBER 27, 2023

In 2012, The McKinsey Global Institute (MGI) estimated that knowledge workers spent about a fifth of their time, or one day each work week, searching for and gathering information. This allows me to reduce the time spent in meetings and on routine decisions.

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AI News

OCTOBER 25, 2024

The posts, which were uploaded on X between 2012 and 2015 when Schofield was a teenager, contained a string of racist profanities and insulting jokes about Black people’s hairstyles. In one post, she vigorously defended George Zimmerman, a white American who was controversially acquitted of the murder of the Black teenager Trayvon Martin.

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SAS Software

DECEMBER 9, 2024

In 2012, Harvard Business Review declared the data scientist the sexiest job of the 21st century. Heres what we knew at the time: big data was (and still is to this day) an enormous opportunity to make new discoveries. We were in the boom of user-generated content from social platforms, [.]

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Data Scientist Big Data AI AI 52

Flipboard

APRIL 19, 2023

Back in 2012, I was a junior in college and had just started a blog. Here's my PimEyes review—plus, what an expert says about the AI technology.

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Unite.AI

MAY 30, 2024

Developing a social blogging community and running a company as the CEO of thoughts.com from 2007-2012 was a great learning experience and career transformer for me. In 2012, I had a specific & detailed vision of a new technology I planned on inventing circa 2012, which I call “Digital Capital Mining”.

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Extreme Tech

SEPTEMBER 27, 2024

The Control Panel has been part of Windows since 1985, making it nearly 40 years old—and even the 'new' Settings app was introduced in 2012 with Windows 8.

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Microsoft AI

SEPTEMBER 26, 2024

In 2012, a child’s drawing of her appointment with a physician was published in the Journal of the American Medical Association (JAMA). In the brightly colored sketch, the girl is sitting on the exam table accompanied by her mother and siblings. To those of us working in healthcare, her doctor is the most notable part.

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AI Weekly

JANUARY 25, 2024

forbes.com AI and Nuclear Stability The United States has been extremely transparent and forward-leaning in establishing and communicating its policies on military AI and autonomous systems, publishing its policy on autonomy in weapons in 2012, adopting ethical principles for military AI in 2020. decrypt.co

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Flipboard

NOVEMBER 15, 2024

The following is an example inline policy: { "Version": "2012-10-17", "Statement": [ { "Effect": "Allow", "Action": [ "s3:GetObject", "s3:PutObject" ], "Resource": [ "arn:aws:s3:::aws-gen-ai-glue-metadata-*/*" ] } ] } An IAM role for your notebook environment. The following is an example policy.

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AWS Machine Learning Blog

MARCH 27, 2025

The following code is an example of how to modify an existing SCP that denies access to all services in specific Regions while allowing Amazon Bedrock inference through cross-Region inference for Anthropics Claude 3.5 Create an IAM role with an IAM policy that will allow Amazon Bedrock inference using cross-Region inference.

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Machine Learning Generative AI Computer Vision Large Language Models 96

NVIDIA

MARCH 19, 2025

In 2012, Dally submitted a research proposal to the U.S. Achieving Breakthroughs in Chip Design, Networking, Quantum and More AI and graphics are only some of the fields NVIDIA Research tackles several teams are achieving breakthroughs in chip architecture , electronic design automation , programming systems , quantum computing and more.

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Deep Learning Neural Network Robotics Large Language Models 106

Flipboard

FEBRUARY 28, 2025

For example, Instagramwhich Facebook acquired for $1 billion in 2012, according to the New York Times, was able to grow rapidly to 30 million users with a mere 13 employees before it joined Do you actually need more money, or do you need to start innovating? Scaling with a tiny team is nothing new.

Artificial Intelligence 105

Artificial Intelligence Artificial Intelligence Machine Learning 105

AI Weekly

SEPTEMBER 7, 2023

theverge.com Inside Elon Musk's Struggle for the Future of AI At a conference in 2012, Elon Musk met Demis Hassabis, the video-game designer and artificial--intelligence researcher who had co-founded a company named DeepMind that sought to design computers that could learn how to think like humans. invideo.io

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Robotics Artificial Intelligence Artificial Intelligence Machine Learning 264

AssemblyAI

JUNE 3, 2024

Around 2012 to 2014, developers proposed updating these modules, but were told to use third party libraries instead. **The history of asynchronous I/O in Python** In the late 1990s and early 2000s, the Python standard library included modules for asynchronous I/O and networking. However, over time these modules became outdated.

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Unite.AI

DECEMBER 12, 2024

I spent time at Stripe in 2012 and I saw what it takes to design and support a great API. From real-time voice sales agents to advanced training simulations and multilingual chat, these testimonials highlight the platforms versatility and potential to shape how enterprises use voice technology.

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Unite.AI

SEPTEMBER 12, 2024

Yehuda was also a co-founder of the software company ExploreGate, where he served as CEO from 2012 to 2016, as well as co-founder of MobileAccess, where he served as President of the company through its acquisition by Corning Incorporated In 2011.

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Unite.AI

OCTOBER 5, 2023

The second chapter dives deep into the history of AI, from the myth of Talos, a giant robot meant to guard a Pheonecian princess, to Alan Turing 1950s paper, “Computing Machinery and Intelligence”, To the advent of the Deep Learning revolution in 2012. My intention to show that AI didn’t just fall from the sky.

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AWS Machine Learning Blog

OCTOBER 30, 2023

On the JSON tab, modify the policy as follows: { "Version": "2012-10-17", "Statement": [ { "Sid": "eniperms", "Effect": "Allow", "Action": [ "ec2:CreateNetworkInterface", "ec2:DescribeNetworkInterfaces", "ec2:DeleteNetworkInterface", "ec2:*VpcEndpoint*" ], "Resource": "*" } ] } Choose Next. You’re redirected to the IAM console.

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AWS Machine Learning Blog

OCTOBER 15, 2024

The following identity-based policy specifies the minimum permissions required for your IAM user to perform all the steps in this post (provide the name of the S3 bucket where your data is stored: { "Version": "2012-10-17", "Statement": [ { "Sid": "VisualEditor0", "Effect": "Allow", "Action": [ "groundtruthlabeling:ListProjects", "groundtruthlabeling:GetIntakeFormStatus", (..)

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ML Machine Learning Software Development Artificial Intelligence 77

IBM Journey to AI blog

JANUARY 10, 2023

After looking at the historical flight delay data from 2003–2018 at a high level, it was determined that the historical data should be separated into two separate time periods: 2003–2012 and 2013–2018. Only the oldest historical data (2003–2012) had flight delays comparable to 2022.

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Extreme Tech

MARCH 13, 2025

This vulnerability affects older Windows versions like Windows Server 2012 R2 and Windows 8.1,

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TheSequence

JANUARY 19, 2025

Though program synthesis is still in its infancy—comparable to the early stages of deep learning in 2012—Ndea believes in its transformative potential. This method promises superior generalization with significantly greater data efficiency, enabling models to learn from minimal examples.

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Deep Learning Large Language Models LLM Machine Learning 104

Towards AI

MARCH 11, 2025

Ilya first demonstrated GPU-driven neural network scaling with AlexNet in 2012 alongside Geoffrey Hinton and Alex Krizhevsky, paving the way for dramatically accelerating model depth, performance, and computational intensity. Ilya himself in September mentioned discovering a different mountain to climb, hinting at a new scaling law.

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AWS Machine Learning Blog

SEPTEMBER 27, 2024

Ref S3BucketName, '/*']] - PolicyName: SNSPublish PolicyDocument: Version: '2012-10-17' Statement: - Effect: Allow Action: - 'sns:Publish' Resource: !Ref Ref S3BucketName, '/*']] - PolicyName: SNSPublish PolicyDocument: Version: '2012-10-17' Statement: - Effect: Allow Action: - 'sns:Publish' Resource: !Ref Join ['', ['arn:aws:s3:::',

Metadata 117

Metadata Generative AI LLM Large Language Models 117

Unite.AI

AUGUST 3, 2023

Augmedix Augmedix, a San Francisco-based company founded in 2012, provides automated medical documentation and data services to healthcare facilities nationwide. Using its Ambient Automation Platform, Augmedix converts the natural interaction between physicians and patients into comprehensive medical notes.

Natural Language Processing 246

Natural Language Processing Robotics Automation AI 246

IBM Journey to AI blog

AUGUST 9, 2023

A notable example of the importance of observability occurred in 2012 when a financial services firm lost $400+ million in less than an hour due to a software glitch. By using real-time monitoring to see relevant events and metrics during development and testing, they can spot problems early, leading to more robust and reliable applications.

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Towards AI

SEPTEMBER 29, 2024

The network won the EM segmentation challenge at ISBI 2012 due to its localization capabilities and larger training data in patches than images. Sliding window approaches aid in estimating the class label of each pixel by using a local region (patch) around that pixel as input.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Policy 3 – Attach AWSLambda_FullAccess , which is an AWS managed policy that grants full access to Lambda, Lambda console features, and other related AWS services.

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Unite.AI

JANUARY 9, 2024

Amazon's acquisition of Kiva Systems in 2012, for example, encountered resistance and a prolonged implementation process for warehouse robots. Instagram, for example, remained culturally aligned with Facebook after its acquisition in 2012, and its co-founders continued to be involved until 2018.

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AWS Machine Learning Blog

SEPTEMBER 23, 2024

Limit access to all Amazon Bedrock models To restrict access to all Amazon Bedrock models, you can modify the SageMaker role to explicitly deny these APIs. This makes sure no user can invoke any Amazon Bedrock model through SageMaker Canvas. This way, users can only invoke the allowed models.

Generative AI 107

Generative AI Data Scientist ML LLM 107

Unite.AI

AUGUST 23, 2023

For various reasons (most likely because of its ubiquity on Amazon's Echo devices ) Alexa is the best-known and most popular voice assistant technology – but even in that sphere, Apple was first , releasing its Siri voice assistant in 2011 – predating Google Now (2012), Cortana (2013), and Alexa (2014).

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AWS Machine Learning Blog

MARCH 13, 2024

Don’t change or edit any Block Public Access settings for this access point (all public access should be blocked). You can define the actions as per your requirements or use case.

Data Scientist 107

Data Scientist Big Data Artificial Intelligence Artificial Intelligence 107

Flipboard

NOVEMBER 6, 2024

The model is trained on abdominal scans from Far Eastern Memorial Hospital (January 2012–December 2021) and evaluated using a simulated test set (14,039 scans) and a prospective test set (6351 scans) collected from the same center between December 2022 and May 2023.

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