Unite.AI

SEPTEMBER 15, 2023

Its versatility is evident in its wide range of applications, from technical problem-solving to creative storytelling. For instance, it could be more patient and accommodating for customer support roles or more direct and concise for technical troubleshooting.

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ChatGPT Prompt Engineer Prompt Engineering Conversational AI 314

Unite.AI

NOVEMBER 30, 2023

This is where our first idea was born. Randy and I both come from finance and algorithmic trading backgrounds, which led us to take the concept of matching requests with answers to build our own NLP for hyper-specific inquiries that would get asked at locations. This led to a quick decision to become OpenAI enterprise partners.

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Large Language Models LLM Conversational AI NLP 147

AssemblyAI

MAY 3, 2023

In this article we give a comprehensive overview of what’s really going on in the world of Language Models, building from the foundational ideas, all the way to the latest advancements. Another common use of fine-tuning is to adapt a pre-trained model to technical or specialized knowledge domains , such as the medical or legal fields.

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Large Language Models Neural Network LLM Chatbots 363

Flipboard

MARCH 3, 2023

I’ve noticed that with dishes that require very technical skills, like baking or using yeast, the AI does okay, as in it’s edible. Technically speaking, I don’t necessarily think AI is violating intellectual property, but, morally, I’m unsure. Michelle Meng: It’s really been a toss-up. Have you seen other creators follow your lead?

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ChatGPT Software Engineer Robotics Artificial Intelligence 123

Viso.ai

JANUARY 16, 2024

Technically, ANNs differ significantly from traditional software. The Patent Office argued that suggesting music based on feelings and perception is not a “technical contribution.” ” The music files recommended by the ANN were more about personal preference and thinking, rather than technical aspects.

Neural Network 52

Neural Network Computer Vision Categorization Algorithm 52

Topbots

JUNE 6, 2023

Specifically, we will cover the topics of task selection for autoregressive models, the evolving trade-offs between commercial and open-source LLMs, as well as LLM integration and the mitigation of failures in production. There is not much to report here technically — rather, the concerns are more on the side of governance and regulation.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105

Towards AI

SEPTEMBER 1, 2023

Steam engines led to a big boom in the cotton trade and transportation in Britain. Due to changes in technology, demand for technically skilled workers was increasing. From research to projects and ideas. Contrary to that, it needed 100 skilled workers to manufacture the same amount of yarn per hour. Thank You!!!

Artificial Intelligence 101

Artificial Intelligence Artificial Intelligence AI AI 101

Pickl AI

FEBRUARY 12, 2024

Technical Proficiency Data Science interviews typically evaluate candidates on a myriad of technical skills spanning programming languages, statistical analysis, Machine Learning algorithms, and data manipulation techniques. Data Science skills that will help you excel professionally. High-bias models tend to underfit the data.

Data Science 52

Data Science Machine Learning Algorithm Explainability 52

AI Impacts

SEPTEMBER 14, 2023

Depends on the policy's scope, enforcement details, and technical questions about how well large training runs can be detected and monitored Depends on whether it's global (and maybe whether labs can move ; regardless, non-global regulation differentially boosts labs outside its jurisdiction); see below Will it suddenly expire or be reversed?

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Algorithm Chatbots AI AI 130

Heartbeat

FEBRUARY 29, 2024

However, these platforms come with trade-offs in terms of customization and flexibility. The Rise of LLMs in Programming In the not-so-distant past, the idea of conversing with a computer in plain English to instruct it on how to perform complex tasks seemed like science fiction.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

Unite.AI

AUGUST 21, 2023

The idea is aligned with standard coding practices, as developers often use unit tests to gauge the efficacy and accuracy of their code. The brilliance of Code Interpreter isn’t just its technical prowess, but its accessibility. High trading volumes on specific days indicate significant market interest or reactions to key events.

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ChatGPT Prompt Engineer Prompt Engineering Python 246

Mlearning.ai

FEBRUARY 10, 2023

From digital wallets and online payments to advanced financial analysis and trading algorithms, fintech has made the world of finance more accessible, convenient, and efficient than ever before. No-code technology refers to platforms that allow users to create, customize, and deploy applications without writing a single line of code.

Software Development 52

Software Development AI AI Algorithm 52

AI Impacts

FEBRUARY 6, 2023

2 Insofar as an agent (not necessarily an actor that can take directly important actions) has distinctive abilities and is likely to try to execute good ideas you have, it can be helpful to focus on what the agent can do or how to leverage the agent's distinctive abilities rather than backchain from what would be good.

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AI Strategy AI AI ML 130

AWS Machine Learning Blog

NOVEMBER 22, 2023

Then we go through each focus area from a technical perspective. When you encounter a trade-off between two implementations, you can revisit the design principles with the business priorities of your organization so that you can make decisions effectively. The metrics should include business metrics and technical metrics.

IDP 88

IDP ML Machine Learning Automation 88

deepsense.ai

NOVEMBER 30, 2023

We will go through the technicalities, safety issues, the tools built around it, and the possibilities of using the model. The smallest model has 7 billion parameters, followed by a 13 billion parameter model and a staggering 70 billion parameter one, so you get a great trade-off between accuracy and the speed/cost of your system.

Artificial Intelligence 99

Artificial Intelligence Artificial Intelligence AI AI 99

Unite.AI

SEPTEMBER 18, 2023

The value at which Bitcoin is trading today, and it crossing the Trillion-dollar market cap mark indicates that blockchain has the potential to generate substantial revenue and profits for the industry. On the basis of research findings, technical approaches, and application scenarios, they can be classified into three categories.

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Deep Learning Artificial Intelligence Artificial Intelligence AI 321

Bugra Akyildiz

MARCH 30, 2024

Articles We covered Mamba as an introduction in one of the previous newsletter: This article from Gradient expands a lot more about the advantages and technical details with comparison to Transformers: Limitations of Transformers(now it should be obvious to everyone as talked in the previous newsletter!):

Explainability 52

Explainability Prompt Engineer Prompt Engineering Machine Learning 52

AWS Machine Learning Blog

JANUARY 26, 2024

The goal of this post is to empower AI and machine learning (ML) engineers, data scientists, solutions architects, security teams, and other stakeholders to have a common mental model and framework to apply security best practices, allowing AI/ML teams to move fast without trading off security for speed.

Generative AI 116

Generative AI LLM ML AI 116

BAIR

APRIL 25, 2022

Conditional BC methods are based on the idea that every transition or trajectory is optimal when conditioned on the right variable. maximize rider comfort in autonomous driving; maximize profits in automatic stock trading) using a dataset collected from a mixture of suboptimal policies (e.g.,

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Robotics Algorithm Explainability 130

The MLOps Blog

DECEMBER 7, 2022

Those were the questions that the guys at CTF Capital —a trading fund— had. At that time, we received a message from a friend and colleague of ours working at a crypto trading fund: “ I managed to assemble an amazing data team, but we lack direction and focus ”. With that out of the way, let’s dig in!

ML 52

ML ETL Data Scientist Automation 52

Mlearning.ai

FEBRUARY 15, 2024

Thus, 60% of all occupations have at least 30% technically automatable processes. Trade Finance Operations By implementing robotic process automation in investment banking, banks can scale their trade operations and facilitate their presence in the financial supply chain. What is Robotic Process Automation in Banking?

Robotics 52

Robotics Automation Software Engineer Software Development 52

AWS Machine Learning Blog

MARCH 14, 2024

2022) introduced an idea of zero-shot CoT by using FMs’ untapped zero-shot capabilities. The retrieved information provides useful context and ideas. Creative writing and storytelling – RAG can pull plot ideas, characters, settings, and creative elements from existing stories to inspire AI story generation models. Kojima et al.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering AI 98

ML @ CMU

MAY 12, 2023

If you are feeling adventurous, checkout the extended version of this post with more technical details! As we discuss below, this alternate privacy granularity affects how we consider modeling federated data to improve privacy/utility trade-offs. How can we be better prepared for the next pandemic?

Explainability 52

Explainability Algorithm Neural Network ML 52

deepsense.ai

NOVEMBER 30, 2023

We will go through the technicalities, safety issues, the tools built around it, and the possibilities of using the model. The smallest model has 7 billion parameters, followed by a 13 billion parameter model and a staggering 70 billion parameter one, so you get a great trade-off between accuracy and the speed/cost of your system.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

deepsense.ai

MARCH 28, 2023

One of the relatively new ideas for this family of models is that the formulation of this forward process is fixed. The idea of a text encoder is quite simple – we wish to take the textual input and represent it efficiently in a space that would allow the model to generate an image based on the prompt.

Neural Network 52

Neural Network Large Language Models Deep Learning Explainability 52

Topbots

SEPTEMBER 11, 2023

Often, companies assume that all they need to include AI in their offering is to hire AI experts and let them play the technical magic. Over the years, I have seen a great deal of frustration from data scientists and engineers whose technically outstanding AI implementations did not find their way into user-facing products.

AI 59

AI AI UX Design Automation 59

AWS Machine Learning Blog

JULY 31, 2023

Well, the idea is to actually use historical data where the results are already known and compare the these values to the model’s predicted values. The F1 score combines precision and recall to provide a single score that balances the trade-off between them.

Auto-classification 77

Auto-classification Machine Learning ML Auto-complete 77

Marktechpost

JUNE 27, 2023

There’s no need for technical know-how thanks to the A.I.’s Companies like Sony Music Entertainment Denmark and Phoenix Trading Company and media outlets like TechCrunch have also voiced their approval of the technology. ’s automation of turning blog posts into videos or Zoom recordings into compelling clips.

AI Tools 80

AI Tools Convolutional Neural Networks Artificial Intelligence Artificial Intelligence 80

AWS Machine Learning Blog

NOVEMBER 22, 2023

Building a production-ready solution in the cloud involves a series of trade-offs between resources, time, customer expectation, and business outcome. The IDP Well-Architected Custom Lens outlines the steps for performing an AWS Well-Architected review that allows you to assess and identify technical risks of your IDP workloads.

IDP 76

IDP Automation Machine Learning ML 76

Mlearning.ai

JUNE 16, 2023

which is used to plan the basic project approach and to conduct product feasibility study in the economical, operational and technical areas. The best use cases for ChatGPT-like models are refactoring, reformatting, and improving small code snippets or quickly prototype an idea. It can help you be productive, but it can’t be trusted.

Software Development 52

Software Development Generative AI ChatGPT Prompt Engineer 52

Mlearning.ai

JUNE 10, 2023

Some will be technical, others not really. The ideas and findings presented here lay a foundation for using LLMs sustainably and efficiently. This work presents a significant step towards reconciling the trade-offs between computational efficiency and model performance in sequence processing tasks.

Large Language Models 52

Large Language Models LLM AI AI 52

Snorkel AI

MARCH 21, 2023

This is the idea that data becomes the place where companies or enterprises need to invest more and more, and they are. Additionally, the idea of the MLOps ecosystem and being able to facilitate some of the fine-tuning and prompting approaches that foundation models need for task-tailoring and increased accuracy.

ML 52

ML Auto-complete Natural Language Processing Explainability 52

Snorkel AI

MARCH 21, 2023

This is the idea that data becomes the place where companies or enterprises need to invest more and more, and they are. Additionally, the idea of the MLOps ecosystem and being able to facilitate some of the fine-tuning and prompting approaches that foundation models need for task-tailoring and increased accuracy.

ML 52

ML Auto-complete Natural Language Processing Explainability 52

DataRobot Blog

JULY 28, 2022

Rapid advances in machine learning in recent years have begun to lower the technical hurdles to implementing AI, and various companies have begun to actively use machine learning. Companies are emphasizing the accuracy of machine learning models while at the same time focusing on cost reduction, both of which are important.

Data Science 72

Data Science Machine Learning Data Analysis Python 72

AI Impacts

FEBRUARY 1, 2023

But many of them fail to confront the technical and strategic realities of safely creating powerful AI, and they often fail in similar ways. This is at odds with the basic idea behind the product safety model, which is that we prevent harm by only granting influence to AI that has been verified as safe. link] Published September 2022.

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AI AI OpenAI Large Language Models 130

AWS Machine Learning Blog

NOVEMBER 22, 2023

Building a production-ready solution in the cloud involves a series of trade-off between resources, time, customer expectation, and business outcome. Focus areas The design principles and best practices of the Cost Optimization pillar are based on insights gathered from our customers and our IDP technical specialist communities.

IDP 77

IDP Auto-classification Machine Learning Auto-complete 77

AI Impacts

DECEMBER 22, 2022

But in technical alignment, mountainous challenges are met with enthusiasm for mountainous efforts. Is slowing down AI a good idea at all? Scott Alexander wrote a post a little while back raising reasons to dislike the idea, roughly: Do you want to lose an arms race? Are there great reasons for dismissing it?

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