Towards AI

FEBRUARY 15, 2024

AI has proven to be a boon for the modern world, with applications across tech innovations like IoT (Internet of Things), AR/VR, robotics, and more. Choosing to work as a professional AI engineer can be a lucrative career option. Skills Needed as an AI Engineer As an AI engineer, you require a blend of soft and hard skills.

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Unite.AI

APRIL 12, 2024

ReALM, or Reference Resolution as Language Modeling , is a AI model that promises to bring a new level of contextual awareness and seamless assistance. The research paper on Apple's ReALM model delves into the intricate details of how the system encodes on-screen entities and resolves references across various contexts.

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ODSC - Open Data Science

MARCH 11, 2024

AlphaDev This is a system by DeepMind that uses reinforcement learning to discover enhanced computer science algorithms. Universal Speech Model Universal Speech Model is a family of state-of-the-art speech models from DeepMind. They are 2B parameters and trained on 12 million hours of speech.

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IBM Journey to AI blog

APRIL 18, 2024

While these large language model (LLM) technologies might seem like it sometimes, it’s important to understand that they are not the thinking machines promised by science fiction. Achieving these feats is accomplished through a combination of sophisticated algorithms, natural language processing (NLP) and computer science principles.

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Becoming Human

MAY 12, 2023

Image annotation is at the core of artificial intelligence and machine learning, and this note provides an overview of the various approaches and methods required to achieve AI and develop AI-enabled models. It takes creativity, intuition, and problem-solving skills to develop artificial intelligence.

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Mlearning.ai

DECEMBER 31, 2023

Principles of Explainable AI( Source ) Imagine a world where artificial intelligence (AI) not only makes decisions but also explains them as clearly as a human expert. This isn’t a scene from a sci-fi movie; it’s the emerging reality of Explainable AI (XAI). Present the model’s predictions to stakeholders.

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Viso.ai

DECEMBER 18, 2023

An example is a privacy-preserving solution for developing healthcare AI models. Visual synthetic data involves artificially generated images to enhance ML models’ training by providing diverse and privacy-conscious datasets – source. As a result, individual privacy and personal information remain intact.

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Bugra Akyildiz

JULY 29, 2023

As of 2023, multimodal deep learning is still heavily focusing on text-image modeling, while other modalities such as video (and audio) are only sparsely investigated. Despite recent success in large language model (LLM) reasoning, LLMs struggle with hierarchical multi-step reasoning tasks like generating complex programs.

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TensorFlow

MARCH 14, 2023

Today’s post will show you how to use these features, and give you examples of when you might want to use them and how they connect the work of AI developers and engineers to enable domain-specific AI system design. Simulink users have expressed interest in the ability to bring in AI models and simulate entire systems.

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IBM Journey to AI blog

JANUARY 10, 2024

But even with the myriad benefits of AI, it does have noteworthy disadvantages when compared to traditional programming methods. AI development and deployment can come with data privacy concerns, job displacements and cybersecurity risks, not to mention the massive technical undertaking of ensuring AI systems behave as intended.

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Marktechpost

MAY 10, 2024

Obviously AI With Obviously AI’s Machine Learning platform, you can make accurate predictions in minutes and don’t even need to know how to code. This entails creating machine learning algorithms and forecasting their results with a single mouse click.

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Marktechpost

DECEMBER 10, 2023

Obviously AI With Obviously AI’s Machine Learning platform, you can make accurate predictions in minutes and don’t even need to know how to code. This entails creating machine learning algorithms and forecasting their results with a single mouse click.

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Flipboard

MARCH 7, 2023

Start off on the right foot The process of AI development suffers from poor planning, project management, and engineering problems. Most business leaders today learn about AI from the media, which often describes the value of AI as magic or as something that can be put into production with just a few sprinkles.

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Unite.AI

MAY 29, 2023

This far outstrips its predecessor models by a factor of 500, opening the door for developers to construct complex language models for next-generation AI chatbots, craft advanced algorithms for recommender systems, and build sophisticated graph neural networks, vital for fraud detection and data analytics tasks.

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Topbots

DECEMBER 19, 2023

These awards highlight the latest achievements and novel approaches in AI research. Additionally, two Dataset Awards were given, acknowledging the importance of robust and diverse datasets in AI development. Runner-up Awards Scaling Data-Constrained Language Models By Niklas Muennighoff (Hugging Face), Alexander M.

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Cold Takes

JANUARY 13, 2023

(This could result from companies making attempts to prevent the above two failure modes - i.e., AIs might be penalized heavily for saying false and harmful things, and respond by simply refusing to answer lots of questions). The most straightforward way to solve these problems involves training AIs to behave more safely and helpfully.

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Aiiot Talk

JUNE 16, 2023

Traditional privacy regulation faces new challenges in AI. AI systems’ ability to process massive volumes of data can strain conventional privacy norms. AI systems’ ability to process massive volumes of data can strain conventional privacy norms.” Moreover, AI’s ability to “de-anonymize” data provides another challenge.

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NVIDIA

DECEMBER 6, 2023

Deep learning algorithms like OpenAI’s ChatGPT, further trained with corporate data, could add the equivalent of $2.6 Companies won’t have one or two generative AI applications — many will have hundreds of customized applications using proprietary data that is suited to various parts of their business. Enterprises are riding the trend.

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ODSC - Open Data Science

FEBRUARY 29, 2024

The Stanford AI Lab Founded in 1963, the Stanford AI Lab has made significant contributions to various domains, including natural language processing, computer vision, and robotics. Similar to the MIT lab, its approach is multidisciplinary to enhance human-robot interactions using the power of AI.

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Unite.AI

MARCH 8, 2024

Amidst rapid technological advancements, Tiny AI is emerging as a silent powerhouse. Imagine algorithms compressed to fit microchips yet capable of recognizing faces, translating languages, and predicting market trends. Customized Chatbots are leading in a new era of AI development by democratizing access.

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Pickl AI

JULY 31, 2023

AI can be broadly categorized into two types: Narrow AI (Weak AI) This type of AI is designed to perform specific tasks within a limited domain. General AI (Strong AI) General AI refers to AI systems that possess human-like intelligence and can perform any intellectual task that a human can.

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Google Research AI blog

JANUARY 24, 2023

Sociotechnical Research In our quest to include a diverse range of cultural contexts and voices in AI development and evaluation, we have strengthened community-based research efforts, focusing on particular communities who are less represented or may experience unfair outcomes of AI.

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