AI Weekly

SEPTEMBER 28, 2023

Writing emails. Write your follow up emails while adopting your writing style. nextbigfuture.com Sponsor Bring AI to your sales with Attention The story is too familiar for sales teams: reviewing customer calls, writing follow-ups, battling with CRMs… a whooping 41% of your day is swallowed by non-selling tasks!

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Marktechpost

APRIL 24, 2024

Meanwhile, the Tools class comprises a suite of functions enabling MAIA to write modular programs that test hypotheses about system behavior. It is effective in generating descriptions of both real and synthetic neurons, outperforms baseline methods, and approaches human expert labels.

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Mlearning.ai

JANUARY 15, 2024

However, little research has been done on the use of such a model to generate synthetic tabular data, despite its generative nature. In an increasingly data-driven world, synthetic data generation is becoming an indispensable tool for various industries and domains. Outline What is an LLM and how does it work?

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Marktechpost

OCTOBER 8, 2023

It can also be used for creative writing and language translation. It can be put to use, for instance, in the form of hypothesis development, paper summarization, and report writing. Its potential applications include product/service ideation, customer support response writing, and marketing. SynthIA-7B-v1.3 SynthIA-7B-v1.3

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NVIDIA

NOVEMBER 16, 2023

The best place to start bolstering security is on the front end, where developers are writing software. Generative AI models can create synthetic data to simulate never-before-seen attack patterns. This workflow generated synthetic emails to make sure it had plenty of good examples of spear phishing messages. Enter LLMs.

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NYU Center for Data Science

APRIL 19, 2023

In a recent paper, “ A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning ”, the authors present a new dataset two orders of magnitude larger than existing human annotated datasets with VLN instructions close to the quality of human instructions. By Meryl Phair

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Unite.AI

FEBRUARY 28, 2024

Some unique capabilities that have excited both researchers and the public include: Text generation: LLMs can autocomplete sentences, write essays, summarize lengthy articles, and even compose fiction. Question answering: They can provide informative answers to natural language questions across a wide range of topics.

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Marktechpost

OCTOBER 11, 2023

As the first model of its type, it can generate literature, translate languages, write other forms of creative content, and provide enlightening responses to your questions on esoteric and occult matters. Because of this, it’s great for writing about esoteric and occult subjects because it’s grounded in reality.

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Snorkel AI

JULY 6, 2023

Nyla Worker, product manager at NVIDIA gave a presentation entitled “Leveraging Synthetic Data to Train Perception Models Using NVIDIA Omniverse Replicator” at Snorkel AI’s The Future of Data-Centric AI virtual conference in August 2022. First, we’ll talk about what synthetic data is. So let’s go ahead and get it started.

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Snorkel AI

JULY 6, 2023

Nyla Worker, product manager at NVIDIA gave a presentation entitled “Leveraging Synthetic Data to Train Perception Models Using NVIDIA Omniverse Replicator” at Snorkel AI’s The Future of Data-Centric AI virtual conference in August 2022. First, we’ll talk about what synthetic data is. So let’s go ahead and get it started.

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Viso.ai

FEBRUARY 11, 2024

And, while content generation and AI writing tools are extremely impactful on efficiency and idea generation, they do not always result in the creation of high-quality content. How to Identify AI-Generated Text Distinguishing between AI writing and content written by human content writers can be quite challenging.

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Viso.ai

FEBRUARY 11, 2024

And, while content generation and AI writing tools are extremely impactful on efficiency and idea generation, they do not always result in the creation of high-quality content. How to Identify AI-Generated Text Distinguishing between AI writing and content written by human content writers can be quite challenging.

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John Snow Labs

NOVEMBER 28, 2023

This integration covers the already available NER pre-annotation and synthetic task generation but also a new feature: Prompt-based Text Classification with GPT models. offers Azure OpenAI Service integration support, expanding its pre-annotation and synthetic data generation capabilities.

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Marktechpost

JULY 29, 2023

Now, Imagine yourself stuck writing your own scientific paper and facing difficulty in asking the right curious questions. Public and synthetic data could serve as the test bed for QASA, providing full-stack cognitive reasoning on scientific articles and manuscripts. This reasoning can lead one to new discoveries and innovative ideas.

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Marktechpost

SEPTEMBER 9, 2023

They also play pivotal roles in code generation, creative writing, and research, and they are deployed in content recommendation systems, legal research, financial analysis, and content moderation. ” Developers can indicate the desired output type of a task using synthetic prompts with its type system.

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Flipboard

JUNE 8, 2023

Culatta said he’s found educators are very excited about the opportunities and possibilities of using generative AI — a type of artificial intelligence technology with the ability to produce various types of content, including text, images, audio and synthetic data — in their classrooms. They just need context and training.

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Marktechpost

JUNE 13, 2023

The read and write operations to the memory are controlled by the LLM controller, which can be any widely used LLM. The read and write operations to the memory are managed by the LLM controller. ChatDB is the name of the entire framework. Figure 1 below depicts the two parts that makeup ChatDB: an LLM controller and its memory.

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Large Language Models LLM Natural Language Processing AI Tools 98

Robot Writers AI

AUGUST 6, 2023

In other analysis of AI-generated writing news: *Unleashing Your Inner Grammar Snob: In-Depth Guide — Best AI Editing Tools 2023: MarkTechPost offers a great rundown of the top tools you can use for checking grammar, spelling, punctuation and the like. Observes Isador: “Suddenly, my day-to-day was no longer writing ads.

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Towards AI

JULY 17, 2023

For example, if we are working on a face recognition system, our first step is to define the problem as a function to map an input image to an identifier: For a medical diagnosis system, we can define a function to map symptoms to diagnostics: We can write a model to provide an image given a sequence of words: This is an endless list.

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Bitext

OCTOBER 11, 2023

We are writing this post because we have found a solution to the problems Blake raises. One of chatbots’ most common use cases is repetitive questions , such as order status or account information. These questions require a set answer, which ChatGPT can’t provide consistently.”

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Defined.ai blog

AUGUST 1, 2023

The generator continually improves its outputs in an attempt to fool the discriminator, resulting in the creation of realistic synthetic data. This can be used for tasks such as drafting emails, writing reports, or creating content. Data Augmentation Generative AI has the ability to produce synthetic data to enhance datasets.

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Mlearning.ai

JANUARY 3, 2024

Synthetic Test Data Generation Generating hundreds of QA (Question-Context-Answer) samples from documents manually can be a time-consuming and labor-intensive task. Synthetic Data Generation uses Large Language Models to generate a variety of Questions/Prompts and Responses/Answers from the Documents (Context).

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Google Research AI blog

JUNE 29, 2023

For this, we will make available as part of the starting kit a dataset of synthetic faces (samples shown below) and we'll also use several real-face datasets for evaluation of submissions. Excerpt images from the Face Synthetics dataset together with age annotations.

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Towards AI

APRIL 3, 2024

While writing this article I have also found a paper-stack with face-swap papers, you might want to check it out! It also requires computational resources to achieve high-quality results, making it hard for the current methods to operate in real-time at scale. What has been done in the past? And what to do in practice? What matters?

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Topbots

MARCH 2, 2023

Whether a synthetic or natural process, this combinatorial process creates the variety to potentially improve outcomes. ML could analyze the synthetic combinations of components to determine the best theoretical solutions. This use of synthetic data as training data has many uses, including to make users anonymous.

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Snorkel AI

APRIL 9, 2024

I recommend that you watch my interview with Matt (embedded below), but I also wanted to share some of my thoughts in writing. Instead of trying to find or create a large, human-created preference data set, we decided to create synthetic alignment data. Our model has fallen quite a bit—down to 12th place, as of this writing.

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Bugra Akyildiz

DECEMBER 18, 2022

If you have been spending a lot of time with ChatGPT, you my want to take a look at the awesome prompts: [link] You can open full-fledged terminal, write Python, JS in various terminals and then debug your code further. Dramatron is conceived as a writing tool and as a source of inspiration and exploration for writers.

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NVIDIA

AUGUST 9, 2023

Testing algorithms with synthetic data. These digital twin environments, as well as synthetic data generation, can be used to develop, test and validate AVs at incredible scale. Generating content and code. Creating images and videos. Text-to-image generative AI is helping to support visual efforts in marketing and sales.

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Marktechpost

JULY 16, 2023

Synthesia is a synthetic video creation tool that generates videos from plain text in minutes. Mostly AI The Synthetic Data Engine provided by Mostly AI enables the simulation of realistic & representative synthetic data at scale by autonomously deriving patterns, structure, and variation from pre-existing data.

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IBM Journey to AI blog

JULY 19, 2023

Content creation : Personas, user stories, synthetic data, generating images, personalized UI, marketing copy, email and social responses and more. Conversational Knowledge: Reviews, knowledge base, product descriptions and more. Code creation: Code co-pilot, code conversion, create technical documentation, test cases and more.

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Pickl AI

SEPTEMBER 18, 2023

Here are some Generative models in Machine Learning Artificial Intelligence examples of use cases that I have acquired for you to understand the algorithm better: Image Generation: StyleGAN: Used for generating high-quality synthetic images, particularly in the field of art and entertainment. Can an AI model generate data?

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Viso.ai

MAY 10, 2024

The fourth approach is to create synthetic data. This is an advanced technique that should be used with caution since using synthetic data incorrectly can lead to bad models that perform fantastically on assessments but terribly in the real world. For example, changing from Euclidean x-y coordinates to polar r-theta coordinates.

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Towards AI

FEBRUARY 12, 2024

They are typically trained by using a corpus of synthetic datasets that are derived from the output of large models like Llama2. SLMs like Orca mimic the reasoning process of larger AI models despite exhibiting a lesser number of parameters than conventional models.

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Flipboard

OCTOBER 28, 2023

From the audience, we get questions about adapting AI to account for emotional intelligence; advice for aspiring engineers; preventing synthetic content from corrupting human experiences; protecting proprietary corporate data; and the prospects for improving work-life balance as AI increases productivity.

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Flipboard

APRIL 30, 2023

” Once quantum computers take hold, researchers could design synthetic molecules for medicines that address specific maladies. That hope is what led him to write “Quantum Supremacy” in the first place. They’ll be replaced by chemists who do use quantum computers. This means all medicine.

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IBM Journey to AI blog

APRIL 18, 2024

The prospect of developing synthetic minds that can learn and solve complex problems promises to revolutionize and disrupt many industries as machine intelligence continues to assume tasks once thought the exclusive purview of human intelligence and cognitive abilities.

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ODSC - Open Data Science

JANUARY 12, 2024

Judges in England and Wales Have Given the Green Light for the Use of AI in Writing Legal Opinions The Courts and Tribunals Judiciary said that AI can now be used to help write legal opinions. This paper introduces a novel method for generating high-quality text embeddings using synthetic data and less than 1,000 training steps.

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