AI News

DECEMBER 19, 2024

In 2021, they introduced regulation on recommendation algorithms, which [had] increased their capabilities in digital advertising. This trade-off is especially pronounced in AI-related sectors such as targeted advertising, where algorithmic bias is increasingly scrutinised.

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Big Data AI AI Algorithm 317

Unite.AI

NOVEMBER 28, 2024

The invention of the backpropagation algorithm in 1986 allowed neural networks to improve by learning from errors. 2000s – Big Data, GPUs, and the AI Renaissance The 2000s ushered in the era of Big Data and GPUs , revolutionizing AI by enabling algorithms to train on massive datasets.

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Robotics Algorithm AI AI 290

Unite.AI

NOVEMBER 7, 2024

Despite the advancements of AI algorithms, the physical chips that run these algorithms are becoming bottlenecks. Designing optimal chip layouts relies on complex algorithms and vast amounts of data. As new chip architectures emerge, its algorithms may need regular adjustments and fine-tuning.

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Algorithm Artificial Intelligence Artificial Intelligence AI Modeling 255

Unite.AI

MARCH 20, 2025

Unlike conventional AI that relies on vast datasets and backpropagation algorithms, IntuiCell's technology enables machines to learn through direct interaction with their environment. Instead of programming behaviors or feeding data through conventional algorithms, IntuiCell plans to employ dog trainers to teach their AI agents new skills.

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Robotics Machine Learning Neural Network Algorithm 261

AI News

APRIL 7, 2025

ML algorithms can analyse large data volumes and make important predictions about investment opportunities and market trends. Predictive analytics : Businesses can use machine learning techniques and AI algorithms to identify the likelihood of certain outcomes based on historical data.

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Data Mining Chatbots Automation Machine Learning 254

Analytics Vidhya

DECEMBER 1, 2024

Here, algorithms are the creative minds behind eye-catching visuals and compelling campaigns. What if your next favorite ad wasn’t made by humans? Welcome to the era of Generative AI! Generative AI (GenAI) is revolutionizing the media and advertising industry, turning traditional ad creation on its head.

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Generative AI Algorithm AI AI 267

Unite.AI

APRIL 18, 2025

Deepfakes use generator and discriminator algorithms to create a digital duplicate and evaluate realism, enabling them to convincingly mimic someones facial features and voice. An algorithm could tailor send times based on a persons routine, shopping habits or message preferences, making them more likely to engage.

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AI AI Algorithm Prompt Engineer 259

Unite.AI

JANUARY 15, 2025

Unlike traditional machines, AI involves algorithms, machine learning models, and vast amounts of data. Modern AI systems involve physical hardware and complex software algorithms, data models, and machine learning frameworks. The same principles should apply as AI has become a significant part of everyday life.

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Artificial Intelligence Artificial Intelligence Algorithm AI 279

Unite.AI

MARCH 9, 2025

What sets AI apart is its ability to continuously learn and refine its algorithms, leading to rapid improvements in efficiency and performance. AI scaling is driven by cutting-edge hardware and self-improving algorithms, enabling machines to process vast amounts of data more efficiently than ever.

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Neural Network Deep Learning Algorithm AI 320

AI News

JANUARY 17, 2025

Traditional algorithms often fail to distinguish between similar structures when deciding what counts as a truly novel material. To address this, Microsoft devised a new structure-matching algorithm that incorporates compositional disorder into its evaluations.

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Big Data Generative AI Algorithm Explainability 324

Analytics Vidhya

JANUARY 29, 2025

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization. In this blog, we will dive deep into the […] The post What is Beam Search in NLP Decoding?

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NLP Natural Language Processing Machine Learning Algorithm 291

AI News

NOVEMBER 8, 2024

It’s not unusual for a company to employ AI algorithms to filter job applicants, for example, and the risk is that a biased system could unfairly exclude a subset of candidates based on their ethnicity, age or location. The worry is that algorithms, either by accident or design, might end up suppressing free speech.

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AI AI Algorithm Automation 307

AI News

NOVEMBER 14, 2024

The AI algorithms examined market patterns, assessed risk factors, and dynamically altered the portfolio. AI’s algorithmic training will execute decisions quickly, decreasing human intervention and cutting costs. The end result was a notable improvement in portfolio performance and increased forecasting accuracy.

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Automation AI AI Algorithm 313

Unite.AI

DECEMBER 18, 2024

This foundation supports automated chord recognition systems that process musical patterns through sophisticated algorithms, creating accurate, synchronized chord progressions that adapt to different skill levels. The platform builds on sophisticated neural networks that process multiple musical parameters simultaneously.

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Neural Network AI Tools Deep Learning Algorithm 245

Unite.AI

MARCH 12, 2025

Many algorithms cannot think critically, reason or understand context. Instead of taking the time to consider it, they plug it into a generative model and insert the algorithms response into the answer field. Algorithms are trained to predict the next word in a string of words. Algorithmic models often struggle with overfitting.

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Algorithm AI AI Machine Learning 179

AI News

APRIL 2, 2025

Stouthuysen and Willems then compared these human-made decisions to those produced by an AI algorithm using the same financial data. The controlled experiment was achieved by running a management simulation where experienced managers were asked to allocate budgets for a hypothetical automotive parts company.

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Big Data AI AI Algorithm 306

AI News

NOVEMBER 5, 2024

When left unchecked, generative AI algorithms, which are meant to produce content based on patterns rather than factual accuracy, can easily produce misleading citations. For example, some legal professionals have faced consequences for using AI-generated, fictitious case citations in court.

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Big Data Artificial Intelligence Artificial Intelligence AI 321

Unite.AI

FEBRUARY 8, 2025

To create an artificial dataset, AI engineers train a generative algorithm on a real relational database. Sometimes, algorithms reference nonexistent events or make logically impossible suggestions. The algorithm performs well initially but will hallucinate when presented with new data points. Thats the idea, anyway.

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Large Language Models Algorithm AI AI 195

AI News

FEBRUARY 28, 2025

Machine learning algorithms can predict network congestion as seen with tools like Chainlink’s off-chain computation, which offers dynamic fee adjustments or transaction prioritisation. AI algorithms and training datasets can be recorded on-chain so they’re auditable.

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Artificial Intelligence Artificial Intelligence AI AI 284

AI News

APRIL 22, 2025

The rise of automated detection To address scale and consistency, early stages of automated detection software surfaced chiefly, keyword filters and nave algorithms. Rather than just flagging keywords, algorithms can detect intent, tone, and emergent abuse patterns. AI-creators now offer robust tools for image anomaly detection.

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Neural Network Automation Algorithm AI 187

Unite.AI

MARCH 12, 2025

Adaptive algorithms update themselves with new fraud patterns, feature engineering improves predictive accuracy, and federated learning enables collaboration between financial institutions without compromising sensitive customer data. These advanced algorithms help detect and prevent fraudulent activities effectively.

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Algorithm AI AI Deep Learning 194

Flipboard

APRIL 11, 2025

Modern-day workers are facing a triple threat from the joint epidemics of algorithms, attention theft, and burnout. Algorithms reinforce biases More and more, our capacity to think, create, and problem-solve is being challenged by algorithms delivered through social media. Heres why: 1.

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Algorithm AI AI 169

Unite.AI

APRIL 8, 2025

The findings challenge the assumption that algorithm exploitationthe tendency to take advantage of cooperative AIis a universal phenomenon. “Our present findings temper the generalization of these results and show that algorithm exploitation is not a cross-cultural phenomenon,” the researchers conclude.

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Robotics Explainability Algorithm Artificial Intelligence 264

Analytics Vidhya

NOVEMBER 21, 2024

It plays a crucial role in improving data interpretability, optimizing algorithm efficiency, and preparing datasets for tasks like classification and clustering. Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs.

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Machine Learning Data Analysis Algorithm 208

Unite.AI

MARCH 20, 2025

Algorithmic Bias in Decision-Making AI-powered recruitment tools can reinforce biases, impacting hiring decisions and creating legal risks. Similarly, criminal justice algorithms used in sentencing and parole decisions can diffuse racial disparities. Techniques like adversarial debiasing and re-weighting can reduce algorithmic bias.

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Algorithm AI AI Explainability 162

Unite.AI

NOVEMBER 19, 2024

In the 1960s, researchers developed adaptive techniques like genetic algorithms. These algorithms replicated natural evolutionary process, enabling solutions to improve over time. Turing proposed that machines could learn and improve through experience.

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Automation AI AI Neural Network 278

AI News

APRIL 14, 2025

While a Pixel 6 initially handled this, the next generation CHAT system (planned for summer 2025) will utilise a Pixel 9, integrating speaker/microphone functions and running both deep learning models and template matching algorithms simultaneously for enhanced performance.

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AI Modeling Big Data AI AI 340

Unite.AI

NOVEMBER 14, 2024

“Our signal processing and machine learning algorithms are able to extract rich 3D information from the environment.” The team developed advanced machine learning algorithms to interpret the collected data. The real innovation, however, lies in the sophisticated processing of these radio signals.

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Robotics Machine Learning Explainability Algorithm 275

Flipboard

FEBRUARY 7, 2025

A federal judge will soon decide whether a class action lawsuit against UnitedHealth Group and its algorithm-based care denials can move forward, which would potentially open the door for attorneys to sift through the company’s internal communications. The lawsuit, in U.S.

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Algorithm AI AI Artificial Intelligence 179

AI News

MARCH 24, 2025

This makes them invaluable for spotting biases in AI algorithms and datasets. That’s why incorporating diverse perspectives, including neurodivergent talent, is crucial for identifying and mitigating biases in our AI algorithms. Our focus on accessibility is inherently linked to incorporating neurodivergent talent.

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AI Developer AI Development Big Data Automation 299

Analytics Vidhya

DECEMBER 22, 2024

Imagine a world where algorithms help doctors diagnose illnesses in seconds, self-driving cars navigate effortlessly, and gadgets anticipate our needs before we even ask. Sounds like science fiction? As we approach 2025, machine learning is turning these visions into reality.

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Machine Learning Chatbots Algorithm 207

Unite.AI

JANUARY 1, 2025

A hiring algorithm trained on data from male-dominated industries might unintentionally favour male candidates, excluding qualified women from consideration. Companies like Twitter and Apple have faced public backlash for biased algorithms. AI models can reinforce discrimination when they inherit biases from their training data.

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AI AI Algorithm Large Language Models 182

Unite.AI

NOVEMBER 11, 2024

By leveraging machine learning algorithms, companies can prioritize leads, schedule follow-ups, and handle customer service queries accurately. By leveraging ML algorithms, organizations can optimize their processes and drive ongoing improvements in customer relationship management.

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Data Ingestion AI AI Natural Language Processing 222

AI News

NOVEMBER 28, 2024

Addressing unexpected delays and complications in the development of larger, more powerful language models, these fresh techniques focus on human-like behaviour to teach algorithms to ‘think. OpenAI and other leading AI companies are developing new training techniques to overcome limitations of current methods.

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Large Language Models Big Data OpenAI AI Modeling 333

AI News

FEBRUARY 12, 2025

” Container security with machine learning The specific challenges of container security can be addressed using machine learning algorithms trained on observing the components of an application when it’s running clean.

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Machine Learning Algorithm Automation ML 332

Unite.AI

FEBRUARY 15, 2025

For example, a corrupted self-driving algorithm may fail to notice pedestrians. While not all machine learning algorithms can actively train on encrypted data, you can encrypt and decrypt it during analysis. Research shows that poisoning just 0.001% of a dataset is enough to corrupt an AI model. Remember to encrypt all backups, too.

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Machine Learning Algorithm AI AI 191

Unite.AI

MARCH 3, 2025

Imandra is an AI-powered reasoning engine that uses neurosymbolic AI to automate the verification and optimization of complex algorithms, particularly in financial trading and software systems. This feature is based on a mathematical technique called Cylindrical Algebraic Decomposition, which weve lifted to algorithms at large.

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Algorithm Automation Explainability Large Language Models 165