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.

AI 139

AI AI ChatGPT Artificial Intelligence 139

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.

AI 123

AI AI Artificial Intelligence Artificial Intelligence 123

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.

Computer Vision 101

Computer Vision AI AI Artificial Intelligence 101

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 124

Metadata Generative AI LLM Large Language Models 124

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 116

Generative AI Data Scientist ML LLM 116

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.

Data Analysis 130

Data Analysis Python AI AI 130

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.

Automation 214

Automation AI AI Large Language Models 214

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.

Generative AI 140

Generative AI Big Data ML Computer Vision 140

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 116

Data Scientist Big Data Artificial Intelligence Artificial Intelligence 116

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.

Computer Vision 278

Computer Vision Metadata Algorithm Explainability 278

Flipboard

JANUARY 31, 2023

Together with Krieger, Systrom launched Instagram in 2010, and in 2012, they sold it to Meta for $1 billion. Kevin Systrom and Mike Krieger, who were the creators of Instagram, are back with a new project after staying out of the public eye for four years. Leaving Instagram in 2018 was reportedly …

Artificial Intelligence 65

Artificial Intelligence Artificial Intelligence Machine Learning 65

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.

Data Drift 125

Data Drift Auto-complete ML Automation 125

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

Robotics 230

Robotics Artificial Intelligence Artificial Intelligence Neural Network 230

Towards AI

MARCH 14, 2024

All the way back in 2012, Harvard Business Review said that Data Science was the sexiest job of the 21st century and recently followed up with an updated version of their article. Okay, let’s get started! So, before we look at how to learn data science, we need to know: what really is a data scientist?

Data Science 83

Data Science ML Engineer Data Scientist ML 83

Marktechpost

SEPTEMBER 24, 2024

CNN’s performance improved in the ILSVRC-2012 competition, achieving a top-5 error rate of 15.3%, compared to 26.2% In the ILSVRC-2012 competition, the model reached a top-5 validation error rate of 18.2%, which improved to 16.4% by the next-best model. and 28.2%). when predictions from five CNNs were averaged.

Convolutional Neural Networks 64

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 64

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.

Artificial Intelligence 324

Artificial Intelligence Artificial Intelligence Automation AI 324

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.

AI 349

AI AI Artificial Intelligence Artificial Intelligence 349

NVIDIA

NOVEMBER 18, 2024

Milestones like Tokyo Tech’s Tsubame supercomputer in 2008, the Oak Ridge National Laboratory’s Titan supercomputer in 2012 and the AI-focused NVIDIA DGX-1 delivered to OpenAI in 2016 highlight NVIDIA’s transformative role in the field. Since CUDA’s inception, we’ve driven down the cost of computing by a millionfold,” Huang said.

Neural Network 136

Neural Network AI AI Explainability 136

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", (..)

ML 85

ML Machine Learning Artificial Intelligence Artificial Intelligence 85

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.

Python 278

Python LLM Algorithm Machine Learning 278

Viso.ai

MARCH 12, 2024

Papers Based on Deep-Learning Models ImageNet Classification with Deep Convolutional Neural Networks (2012) Alex Krizhevsky and his team won the ImageNet Challenge in 2012 by researching deep convolutional neural networks. After fine-tuning on ImageNet-2012 it gave an error rate of 16.6%. Find the ImageNet paper here.

Computer Vision 52

Computer Vision Convolutional Neural Networks Neural Network Deep Learning 52

Marktechpost

NOVEMBER 10, 2024

The dataset included contrast-enhanced abdominal CT scans from Far Eastern Memorial Hospital, gathered between 2012 and 2021. Data collected during this period, including model predictions, were later extracted for analysis.

Deep Learning 84

Deep Learning NLP ML AI 84

AWS Machine Learning Blog

APRIL 16, 2024

IAM role that is used by the bot at runtime BotRuntimeRole: Type: AWS::IAM::Role Properties: AssumeRolePolicyDocument: Version: "2012-10-17" Statement: - Effect: Allow Principal: Service: - lexv2.amazonaws.com

Automation 113

Automation Deep Learning Artificial Intelligence Artificial Intelligence 113

AI Impacts

JULY 9, 2024

Each survey presented readers with a measured number of some statistic: the number of unemployed people in the UK, the net number of migrants between the EU and UK, the amount the Earth’s average global temperature increased between 1880 & 2012, and the number of tigers in India.

147

147

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

Robotics 234

Robotics Artificial Intelligence Artificial Intelligence Machine Learning 234

Marktechpost

MAY 19, 2024

Researchers from Central Research Institute, 2012 Laboratories Huawei Technologies Co., The last one is the Hopfield model, in which the classical Hopfield networks were developed as an example of associative memory.

Neural Network 135

Neural Network Machine Learning AI AI 135

AWS Machine Learning Blog

SEPTEMBER 3, 2024

Additionally, make sure you scope down the resources in the runtime policies to adhere to the principle of least privilege. { "Version": "2012-10-17", "Statement": [ { "Sid": "ReadAccessForEMRSamples", "Effect": "Allow", "Action": [ "s3:GetObject", "s3:ListBucket" ], "Resource": [ "arn:aws:s3:::*.elasticmapreduce",

Big Data 116

Big Data Data Scientist ML Machine Learning 116

Towards AI

FEBRUARY 18, 2024

This historical sales data covers sales information from 2010–02–05 to 2012–11–01. As the sales for Dept 4 are pretty consistent, we can induce some changes like a rise in sales due to the Marketing Campaign for Q3–2012, i.e., months of July to September.

Python 101

Python Algorithm AI AI 101

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.

Software Engineer 189

Software Engineer Automation 189

NVIDIA

OCTOBER 11, 2024

In 2012, a breakthrough came when Alex Krizhevsky from the University of Toronto used NVIDIA GPUs to win the ImageNet image recognition competition. Researchers at Google, Stanford and New York University began using NVIDIA GPUs to accelerate AI development, achieving performance that previously required supercomputers.

Neural Network 136

Neural Network Deep Learning AI AI 136

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.

Neural Network 298

Neural Network Deep Learning Machine Learning AI 298

Viso.ai

FEBRUARY 11, 2024

2012 – A deep convolutional neural net called AlexNet achieves a 16% error rate. This research brought up significant contributions: they trained one of the largest CNNs at that moment over the ImageNet dataset used in the ILSVRC-2010 / 2012 challenges and achieved the best results reported on these datasets.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Computer Vision Deep Learning 52

Viso.ai

APRIL 29, 2024

It was introduced by Geoffrey Hinton and his team in 2012, and marked a key event in the history of deep learning, showcasing the strengths of CNN architectures and its vast applications. Performance and Impact The AlexNet architecture dominated in 2012 by achieving a top-5 error rate of 15.3%, significantly lower than the runner-up’s 26.2%.

Deep Learning 52

Deep Learning Neural Network Convolutional Neural Networks Machine Learning 52

NVIDIA

JUNE 3, 2024

Founded in 2012, it was the first bank to obtain a European banking license in over three decades. Through the bunq app, users can handle all their financial needs exclusively online, without needing to visit a physical bank. To meet growing customer needs, bunq turned to generative AI to help detect fraud and money laundering.

Generative AI 103

Generative AI Data Science Large Language Models AI 103

Ehud Reiter

OCTOBER 6, 2024

of Hunter et al 2012. I then looked for the most common themes, and by far the most common was guidelinesAndTraining ( blog ), which other people have also identified as a major issue (eg, Ruan et al 2024 ). A more complex example of structured analysis of free-text comments is discussed in Section 4.4

Computer Scientist 111

Computer Scientist NLP LLM AI 111

AWS Machine Learning Blog

OCTOBER 1, 2024

Use the least privilege principal to provide only the minimum set of permissions needed to run the application.

Chatbots 87

Chatbots Machine Learning LLM Generative AI 87

IBM Journey to AI blog

JULY 15, 2024

A brief history of scaling “Bigger is better” stems from the data scaling laws that entered the conversation with a 2012 paper by Prasanth Kolachina applying scaling laws to machine learning. Kolachina and his colleagues showed that as models got larger, they generally got more accurate and performed better.

Large Language Models 133

Large Language Models Generative AI Deep Learning AI Chatbots 133