Artificial Corner

JANUARY 25, 2024

complete def fibonacci Another thing I really like is that Copilot doesn't just stop after giving a response. Here are some of my favorite commands: Diving deeper into the code: /explain Getting unstuck or fixing code snags: /fix Conducting tests on the code: /tests I have to say Copilot is one of my favorite tools.

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Flipboard

JUNE 13, 2023

So we taught a LLM to explain to us in plain language why the Redfin Estimate may have priced a specific home in a particular way, and then we can pass those insights via our customer service team back to the customer to help them understand what’s going on. It’s helpful with generating much of the boilerplate for unit tests.

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Robot Writers AI

AUGUST 6, 2023

How AI Took My Copywriting Job: Writer Graham Isador explains that once ChatGPT showed-up at his corporate copywriting gig, it was only a matter of time before his job was history. Introducing ChatGPT to the team, Isador’s boss explained that copywriters would no longer be needed for writing. YouTube has a solution.

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IBM Journey to AI blog

JULY 17, 2023

Generative AI auto-summarization creates summaries that employees can easily refer to and use in their conversations to provide product, service or recommendations (and it can also categorize and track trends). Watsonx.governance is providing an end-to-end solution to enable responsible, transparent and explainable AI workflows.

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Dlabs.ai

JULY 19, 2023

While AI systems can automate many tasks, they should not completely replace human judgment and intuition. By analyzing anonymized data, they can create safe and beneficial products and features, such as search query auto-completion, while preserving user identities.

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Marktechpost

JULY 11, 2023

The best example is OpenAI’s ChatGPT, the well-known chatbot that does everything from content generation and code completion to question answering, just like a human. Auto-GPT, the free-of-cost and open-source in nature Python application, uses GPT-4 technology. The range of functions provided by Auto-GPT is limited.

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Robot Writers AI

DECEMBER 31, 2023

And Zoom clocked its own personal best, announcing it had auto-written a million text summaries of video meetings conducted on its service. For instance, the video’s YouTube description explains that ‘for the purposes of this demo, latency has been reduced and Gemini outputs have been shortened for brevity.’ “In

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Flipboard

JUNE 8, 2023

For his class on mathematical statistics, Ross asked his students to research theorems, their inventors and explain how the theorems were proved — without the help of AI. This past semester, Ross incorporated generative AI into two of his classes in very different ways.

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Robot Writers AI

SEPTEMBER 24, 2023

*Text-to-Art: Speak Clearly, Image Cleverly, Get Nuance — New With DALL-E 3: AI pioneer OpenAI is coming out with an experimental upgrade to its AI-powered auto-image generator — DALL-E 3 — in October. Plus, it will also auto-generate an original clause for you if need be, on-the-fly.

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Google Research AI blog

JUNE 6, 2023

prompt": " →", "completion": " of " from " ; of " from " ; ?"} Visual Captions provides three levels of proactivity when suggesting visuals: Auto-display (high-proactivity): The system autonomously searches and displays visuals publicly to all meeting participants. System workflow of Visual Captions. No user interaction required.

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Mlearning.ai

OCTOBER 2, 2023

It completely depends on your data and the goal of the project itself. If there are too many missing pieces, then it might be hard to complete the puzzle and understand the whole picture. The overview is below, familiarize yourself with each approach, and then we explain each one. Here’s the overview.

Machine Learning 98

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Towards AI

SEPTEMBER 27, 2023

Governance & Compliance] How do you track the model boundaries allowing you to explain the model decisions and detect bias? While we want the model to have access to a larger dataset, we need to ensure that the model isn’t trained on the complete dataset. Data quality and coverage play a key role in the outcomes of the model.

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AWS Machine Learning Blog

JANUARY 5, 2024

The suite of services can be used to support the complete model lifecycle including monitoring and retraining ML models. Query training results: This step calls the Lambda function to fetch the metrics of the completed training job from the earlier model training step.

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deepsense.ai

OCTOBER 8, 2023

We compare the existing solutions and explain how they work behind the scenes. General purpose coding agents Auto-GPT Auto-GPT was one of the first AI agents using Large Language Models to make waves, mainly due to its ability to independently handle diverse tasks. It can be augmented or replaced by human feedback.

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Mlearning.ai

JULY 22, 2023

the UI for annotation, image ref: [link] The base containers that run when we put the CVAT stack up (not included auto annotation) (Semi) automated annotation The CVAT (semi) automated annotation allow user to use something call nuclio , which is a tool aimed to assist automated data science through serverless deployment.

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NVIDIA

JUNE 14, 2023

Dietschy explained in a recent video how five AI tools helped save over 100 hours of work, powered by NVIDIA Studio technology. “If Plus, Auto Reframe and Unsharp Mask are popular AI features in Premiere Pro that are worth looking into. No need for me to hop back and forth. AI detects pauses and jump cuts.

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AWS Machine Learning Blog

APRIL 4, 2024

Explainability – Providing transparency into why certain stories are recommended builds user trust. When the ETL process is complete, the output file is placed back into Amazon S3, ready for ingestion into Amazon Personalize via a dataset import job. Amazon Personalize model endpoints natively auto scale to meet increased traffic.

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Towards AI

FEBRUARY 13, 2023

Let me explain. Our model gets a prompt and auto-completes it. Transformers is a library in Hugging Face that provides APIs and tools. It allows you to easily download and train state-of-the-art pre-trained models. You may ask what pre-trained models are. The goal of text generation is to generate meaningful sentences.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

This post explains how to integrate the Amazon Personalize Search Ranking plugin with OpenSearch Service to enable personalized search experiences. Complete the following steps to deploy the stack: Sign in to the AWS Management Console with your credentials in the account where you want to deploy the CloudFormation stack.

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Heartbeat

SEPTEMBER 6, 2023

Image by Author If you want to end the experiment, you can use the end method of the Experiment object to mark the experiment as complete. # End the experiment experiment.end() Ending an experiment this way will make Comet stop logging information about the experiment and mark it as complete on the platform.

Machine Learning 52

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ODSC - Open Data Science

AUGUST 24, 2023

Evaluating Prompt Completion: The goal is to establish effective evaluation criteria to gauge LLMs’ performance across tasks and domains. Auto Eval Common Metric Eval Human Eval Custom Model Eval 3. Various prompting techniques, such as Zero/Few Shot, Chain-of-Thought (CoT)/Self-Consistency, ReAct, etc.

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Unite.AI

NOVEMBER 17, 2023

It also offers a wide range of features, like over 50 diverse AI avatars, over 70 languages, and the ability to auto-translate to dozens of languages with the click of a button. Business Owners: Colossyan Creator is perfect for all types of videos that benefit businesses, like promotional videos, explainer videos, or training videos.

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Unite.AI

DECEMBER 18, 2023

In this Sudowrite review, I will explain what Sudowrite is and who it's best for. Sudowrite did an excellent job clearly explaining how to use the canvas, which can initially feel overwhelming. In my case, I stuck with the default Auto write but feel free to experiment! But the question is, will it sound human?

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Viso.ai

DECEMBER 18, 2023

1: Variational Auto-Encoder. A Variational Auto-Encoder (VAE) generates synthetic data via double transformation, known as an encoded-decoded architecture. Block diagram of Variational Auto-Encoder (VAE) for generating synthetic images and data – source. Technique No.1: Then, it decodes this data back into simulated data.

Computer Vision 52

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TheSequence

MAY 24, 2023

Could you explain the data curation and training process required for building such a model? data or auto-generated files). cell outputs) for code completion in Jupyter notebooks (see this Jupyter plugin ). StarChat (alpha) is even better at that since it was specifically fine-tuned on conversations and instructions.

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Unite.AI

OCTOBER 20, 2023

I'll explain what each feature does, as well as how to use each one so you get a good understanding of how to use Speechify and what it's capable of. I hit “Next” to continue and “Try for free” once complete. In this Speechify review, I'll discuss what exactly Speechify is and who would use it.

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AWS Machine Learning Blog

NOVEMBER 9, 2023

Create a KMS key in the dev account and give access to the prod account Complete the following steps to create a KMS key in the dev account: On the AWS KMS console, choose Customer managed keys in the navigation pane. Choose Create key. For Key type , select Symmetric. For Script Path , enter Jenkinsfile. Choose Save.

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Robot Writers AI

APRIL 9, 2023

Prompted with just a snippet of text from a human operator, the software can effortlessly auto-generate extremely fluid, college-level prose that gets-to-the-point, stays-on-point and generally produces extremely usable copy. ad Granted, ChatGPT is a wondrous phenomena.

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Unite.AI

APRIL 20, 2024

In this Wondershare Filmora review, I'll explain what Wondeshare Filmora is and who it's best for, and list its features so you know what it's capable of. It's a complete video editing suite with everything you need to create professional videos without the technical know-how. But how user-friendly is it? What is Wondershare Filmora?

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Robot Writers AI

OCTOBER 15, 2023

The Software Industry Re-Tools With AI Writers are King When It Comes to Getting the Most From the New Apps Responding to a new hunger for AI, some of the biggest titans in software — including Microsoft, Google and Salesforce — are coming out with new versions of their software suites that will be completely reworked by AI.

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Mlearning.ai

AUGUST 10, 2023

As someone who has little experience in app design, I found it unfortunate that reference [1] did not explain or give references for how the data is sent from [link] such that readers could have confidence that the data source and data are correct. $TABLE_name,javascriptTextTransformGcsPath=gs://$BUCKET_NAME/dataflow_udf_transform.js,javascriptTextTransformFunctionName=process

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Flipboard

FEBRUARY 13, 2023

Furthermore, we define the autotune parameter ( AUTO ) with the help of tf.data.AUTOTUNE on Line 17. dnn.blobFromImage function, check out our blog post , which explains this function in detail. All you need to master computer vision and deep learning is for someone to explain things to you in simple, intuitive terms.

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The MLOps Blog

FEBRUARY 27, 2023

Michal, to warm you up for all this question-answering, how would you explain to us managing computer vision projects in one minute? You would address it in a completely different way, depending on what’s the problem. Michal: As I explained at some point to me, I wouldn’t say it’s much more complex.

Computer Vision 52

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AWS Machine Learning Blog

APRIL 8, 2024

This version offers support for new models (including Mixture of Experts), performance and usability improvements across inference backends, as well as new generation details for increased control and prediction explainability (such as reason for generation completion and token level log probabilities).

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Jay Alammar

DECEMBER 16, 2020

This article focuses on auto-regressive models, but these methods are applicable to other architectures and tasks as well. input saliency is a method that explains individual predictions. A breakdown of this architecture is provided here. We illustrate how some key interpretability methods apply to transformer-based language models.

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Viso.ai

APRIL 24, 2023

Multilingual OCR text recognition demo – Link The Process of OCR In the following, we will show how optical character recognition works and explain the main steps of traditional OCR technologies. Such image processing tasks are essential in all types of vision pipelines, to sharpen or auto-brighten images.

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PyImageSearch

FEBRUARY 6, 2023

def callbacks(): # build an early stopping callback and return it callbacks = [ tf.keras.callbacks.EarlyStopping( monitor="val_loss", min_delta=0, patience=2, mode="auto", ), ] return callbacks On Lines 12-22 , the function callbacks defines an early stopping callback and returns it. def normalize_layer(factor=1./127.5): That’s not the case.

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