Towards AI

OCTOBER 3, 2024

Yet, despite these advancements, AI still faces significant limitations — particularly in adaptability, energy consumption, and the ability to learn from new situations without forgetting old information. Neuromorphic chips process information in an inherently energy-efficient manner by emulating neural structures.

Neural Network 124

Neural Network Algorithm Continuous Learning AI 124

Unite.AI

OCTOBER 9, 2024

These tools leverage advanced algorithms to create personalized, ATS-friendly cover letters in minutes, helping job seekers craft compelling narratives that resonate with employers while saving valuable time and effort. Artificial Intelligence is being integrated throughout the job application process, and cover letters are no exception.

Auto-complete 298

Auto-complete AI AI Algorithm 298

Unite.AI

JULY 25, 2023

Known as “catastrophic forgetting” in AI terms, this phenomenon severely impedes the progress of machine learning , mimicking the elusive nature of human memories. This insight is pivotal in understanding how continual learning can be optimized in machines to closely resemble the cognitive capabilities of humans.

Neural Network 130

Neural Network Machine Learning Continuous Learning Artificial Intelligence 130

Unite.AI

NOVEMBER 6, 2024

Through AI-driven data analytics, Persefoni streamlines the process of tracking emissions from various operations, allowing businesses to visualize their carbon footprint and make informed decisions on how to reduce their environmental impact.

AI Tools 306

AI Tools AI AI Machine Learning 306

Aiiot Talk

JULY 24, 2024

Traditional methods often miss the subtle shifts in investor attitudes, making it hard to make informed decisions. However, analysis without AI-driven tools takes time and may cause you to miss valuable information and investment opportunities. Everything moves quickly, so timely and precise information is key to improving outcomes.

Natural Language Processing 130

Natural Language Processing Machine Learning AI AI 130

Unite.AI

JULY 25, 2023

An AI feedback loop is an iterative process where an AI model's decisions and outputs are continuously collected and used to enhance or retrain the same model, resulting in continuous learning, development, and model improvement. Typically, users give their feedback on the model outcome, which is then used for retraining.

Data Drift 246

Data Drift AI AI AI Modeling 246

Unite.AI

APRIL 29, 2024

AI systems, informed by behavioral insights, can guide financial analysts away from biased conservative strategies, propel HR platforms to counteract unconscious bias in recruitment, implement marketing campaigns based on patterns influenced by behavioral tendencies, and much more.

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Artificial Intelligence Artificial Intelligence Data Analysis Continuous Learning 189

Unite.AI

JUNE 10, 2024

Healthcare : Digital humans provide support in healthcare by facilitating communication that is not only informative but also empathetic. At its core lies deep learning, a form of artificial intelligence that allows these entities to continuously learn and improve. This goes beyond just the literal meaning of words.

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Natural Language Processing Deep Learning Chatbots Artificial Intelligence 208

Aiiot Talk

JUNE 27, 2024

Recently, machine learning (ML) integration has revolutionized CRM because it brings a new level of sophistication to customer engagement. ML algorithms analyze vast amounts of data, uncover patterns and provide actionable insights, allowing you to predict consumer behaviour, personalize interactions, and automate routine tasks.

Machine Learning 130

Machine Learning Chatbots ML Automation 130

Marktechpost

APRIL 16, 2024

Reinforcement Learning (RL) is expanding its footprint, finding innovative uses across various industries far beyond its origins in gaming. Finance In finance, RL algorithms are revolutionizing investment strategies and risk management. Algorithmic Trading: Executing high-speed trades based on learned strategies from vast market data.

Robotics 119

Robotics Continuous Learning Algorithm Automation 119

Unite.AI

AUGUST 3, 2023

Our generative AI solution employs proprietary algorithms and machine learning techniques to streamline the creation of video-based standard operating procedures (SOPs), optimize workflows, and facilitate quick, efficient access to information via AI-driven chat features. On-Demand Learning : Convenience is king!

Machine Learning 246

Machine Learning Algorithm Natural Language Processing Generative AI 246

Unite.AI

MARCH 27, 2024

Today, AI benefits from the convergence of advanced algorithms, computational power, and the abundance of data. Likewise, ethical considerations, including bias in AI algorithms and transparency in decision-making, demand multifaceted solutions to ensure fairness and accountability.

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AI AI Natural Language Processing Computer Vision 278

Unite.AI

JUNE 2, 2023

In the age of information overload, managing emails can be a daunting task. EmailTree is also renowned for its ability to extract relevant information from complex emails and integrate them into your existing business workflow. The system continuously learns from user behavior, improving its performance over time.

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Categorization Natural Language Processing Automation AI 261

Unite.AI

SEPTEMBER 12, 2023

Schools are utilizing AI algorithms to automate everything from attendance tracking to identifying students at risk of falling behind. Based on this data, AI can identify strengths and weaknesses, learning styles, and preferences. Continuous Learning AI tools are continuously updated and improved.

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AI Tools Automation AI AI 321

Unite.AI

JUNE 15, 2023

By exploring these elements, individuals considering a career in NLP can make informed decisions about their future and understand the steps required to excel as an NLP Engineer. This requires a deep understanding of machine learning techniques, linguistic concepts, and relevant programming languages.

Natural Language Processing 245

Natural Language Processing NLP Machine Learning Data Scientist 245

Unite.AI

SEPTEMBER 4, 2024

Our multi-layered approach combines proprietary algorithms with third-party data to stay ahead of evolving fraud tactics. The Dynamic Multi-object Bid Optimizer is a sophisticated system that goes beyond traditional bid shading algorithms. These signals provide valuable targeting information without requiring personal data.

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Neural Network Machine Learning ML Continuous Learning 237

Unite.AI

SEPTEMBER 18, 2024

AI-driven lead scoring systems use algorithms to evaluate the likelihood that a lead will convert based on behaviour, demographics, and interactions. AI systems continuously learn and improve by analysing outcomes and adjusting their algorithms, ensuring the lead-scoring process remains accurate and relevant.

Automation 147

Automation AI AI Algorithm 147

IBM Journey to AI blog

JANUARY 10, 2024

AI operates on three fundamental components: data, algorithms and computing power. Data: AI systems learn and make decisions based on data, and they require large quantities of data to train effectively, especially in the case of machine learning (ML) models. What is artificial intelligence and how does it work?

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Artificial Intelligence Artificial Intelligence Neural Network Algorithm 235

Becoming Human

JUNE 5, 2023

Adaptive AI represents a breakthrough in artificial intelligence by introducing continuous learning capabilities. This adaptability is achieved through model retraining and continuous learning from newly obtained information. The inability to adapt to new data streams has been a significant limitation of ML models.

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Continuous Learning Artificial Intelligence Artificial Intelligence Automation 106

Unite.AI

MAY 31, 2023

A neural network (NN) is a machine learning algorithm that imitates the human brain's structure and operational capabilities to recognize patterns from training data. Since LLM neurons offer rich connections that can express more information, they are smaller in size compared to regular NNs.

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Neural Network Convolutional Neural Networks Artificial Intelligence Artificial Intelligence 354

Marktechpost

JULY 7, 2024

Unlike traditional chatbots that rely on pre-programmed responses, ChatGPT leverages sophisticated natural language processing (NLP) algorithms to provide more human-like interactions. This integration allows for a flow of information, enabling more efficient and effective customer service operations.

ChatGPT 126

ChatGPT Natural Language Processing Artificial Intelligence Artificial Intelligence 126

Unite.AI

JUNE 19, 2024

In world of Artificial Intelligence (AI) and Machine Learning (ML), a new professionals has emerged, bridging the gap between cutting-edge algorithms and real-world deployment. Staying Up-to-Date and Continuous Learning The field of AI and ML is rapidly evolving, with new technologies, tools, and best practices emerging continuously.

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Software Engineer DevOps Machine Learning ML 182

Unite.AI

JUNE 14, 2024

Over the course of his career, Erik has been at the forefront of integrating building large-scale platforms and integrating AI into search technologies, significantly enhancing user interaction and information accessibility. I have been immersed in the Information Retrieval domain throughout my entire career.

Large Language Models 130

Large Language Models Generative AI AI AI 130

Unite.AI

NOVEMBER 11, 2024

Our team maintains its technological edge through continuous learning and the participation in leading AI conferences. Our team continuously evolves how we leverage data, whether it is through more efficient mining of the data we have access to or augmenting the data with state-of-the-art generation technology.

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AI AI Machine Learning Natural Language Processing 162

Pickl AI

JUNE 24, 2024

Introduction In the age of big data, where information flows like a relentless river, the ability to extract meaningful insights is paramount. Association rule mining (ARM) emerges as a powerful tool in this data-driven landscape, uncovering hidden patterns and relationships between seemingly disparate pieces of information.

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Data Mining Algorithm Continuous Learning Big Data 52

Unite.AI

JANUARY 5, 2024

Continuous learning is the way to go. Thanks to the potential of AI algorithms to process information of this magnitude, analyzing consumer sentiments (from social media platforms, forums, etc.) That is to say, it’s necessary that we identify ways to work alongside AI and not away from it. What are the limitations of AI?

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UX Design Artificial Intelligence Artificial Intelligence Algorithm 182

IBM Journey to AI blog

AUGUST 7, 2023

In this article, we outline how biopharma companies can potentially harness an AI-driven approach to make informed decisions based on evidence and increase the likelihood of success of a clinical trial site. AI can also empower trial managers and executives with the data to make strategic decisions.

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AI AI Algorithm Artificial Intelligence 188

Unite.AI

OCTOBER 4, 2024

Instead of relying on a standard Social Security number, proof of address, and other traditional identity verification methods, two-factor verification can be employed, based on: Client information from external sources. The algorithm decides if the rental service can be provided to the person in question, and whether a deposit is required.

Automation 173

Automation AI AI Data Analysis 173

Becoming Human

MARCH 12, 2024

Legal professionals now leverage powerful AI tools with sophisticated algorithms for more efficient and precise processing of vast information repositories. Automated document analysis AI tools designed for law firms use advanced technologies like NLP and machine learning to analyze extensive legal documents swiftly.

Automation 105

Automation Artificial Intelligence Artificial Intelligence NLP 105

Unite.AI

AUGUST 20, 2024

This immediate access to information enhances customer satisfaction and reduces the need for human intervention, allowing for a more seamless shopping experience. It highlights the pros and cons of different items, helping users make informed purchasing decisions. For example, queries like “ Where has my order arrived ?”

Chatbots 150

Chatbots AI Chatbots Machine Learning AI 150

Unite.AI

OCTOBER 23, 2024

Given that the number of characters is limited for SMS, we started thinking about text messages as a mathematical problem that has some finite number of alternative messages, and with the right algorithm we could find the optimal ones. We evaluated some approaches and saw that there is a way…and the rest is history.

Machine Learning 147

Machine Learning Continuous Learning Generative AI Algorithm 147

Unite.AI

JUNE 13, 2024

In the past decade, along with the explosive growth of information technology, the dark reality of cybersecurity threats has also evolved dramatically. Experts can interpret AI-generated insights to make informed decisions about resource allocation, policy changes, and strategic initiatives.

Automation 195

Automation AI Automation AI AI 195

Marktechpost

NOVEMBER 15, 2024

Agentic AI combines AI approaches like machine learning algorithms, reinforcement learning, and large language models (LLMs) to attain near-human cognition. With little human assistance, these agents function in dynamic contexts where they continuously learn and develop via interactions. What is Agentic AI?

Artificial Intelligence 84

Artificial Intelligence Artificial Intelligence AI AI 84

Aiiot Talk

FEBRUARY 1, 2024

Marketing, for instance, can benefit from its data processing and learning abilities to convert potential leads into verified customers. Discover how you can use machine learning to increase paid conversions. Insight generation: Machine learning is a powerful tool used to generate valuable insights from collected data.

Machine Learning 130

Machine Learning Chatbots Artificial Intelligence Artificial Intelligence 130

Marktechpost

JUNE 18, 2024

This new system builds upon the success of its predecessor, incorporating advanced algorithms and enhanced sensor integration to provide a more robust and reliable experience. Llama3-70B-SteerLM-RM incorporates robust reinforcement learning mechanisms to fine-tune its performance based on user feedback.

Natural Language Processing 104

Natural Language Processing Artificial Intelligence Artificial Intelligence Conversational AI 104

Unite.AI

AUGUST 24, 2023

With continuous learning and improvement, these systems can evolve to handle complex defect patterns and provide increasingly reliable and efficient quality control. It consists of an encoder pathway to capture contextual information and a symmetric decoder pathway to recover spatial details.

Deep Learning 246

Deep Learning Artificial Intelligence Artificial Intelligence Continuous Learning 246

BAIR

JANUARY 20, 2023

Can we instead devise reinforcement learning systems for robots that allow them to learn directly “on-the-job”, while performing the task that they are required to do? In this blog post, we will discuss ReLMM, a system that we developed that learns to clean up a room directly with a real robot via continual learning.

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Robotics Continuous Learning Algorithm 275