#machine-learning

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#ai

WTF is agentic AI?

Agentic AI represents a paradigm shift towards AI systems capable of independent actions and decision-making, signaling a new phase in business adoption of AI.

5 reasons why Google's Trillium could transform AI and cloud computing - and 2 obstacles

Google's Trillium TPU redefines AI cloud infrastructure, offering unmatched performance and cost efficiency for training large models.

Combating the rising threat of AI-powered phishing attacks

AI is intensifying phishing threats by enabling highly personalized and automated attacks, making detection difficult for traditional security systems.

Google DeepMind boffins build a 'better' weather model

GenCast is a machine learning model that improves 15-day weather forecasts by using historical data, outperforming traditional models with fewer computational resources.

Aging AI Chatbots Show Signs of Cognitive Decline in Dementia Test

Some leading AI chatbots display signs of cognitive impairment, raising doubts about their reliability for medical diagnostics.

OpenAI teases new reasoning model-but don't expect to try it soon

OpenAI's new o3 models enhance reasoning capabilities, outperform previous benchmarks, and set a new standard in AI reasoning and safety processing.

WTF is agentic AI?

Agentic AI represents a paradigm shift towards AI systems capable of independent actions and decision-making, signaling a new phase in business adoption of AI.

5 reasons why Google's Trillium could transform AI and cloud computing - and 2 obstacles

Google's Trillium TPU redefines AI cloud infrastructure, offering unmatched performance and cost efficiency for training large models.

Combating the rising threat of AI-powered phishing attacks

AI is intensifying phishing threats by enabling highly personalized and automated attacks, making detection difficult for traditional security systems.

Google DeepMind boffins build a 'better' weather model

GenCast is a machine learning model that improves 15-day weather forecasts by using historical data, outperforming traditional models with fewer computational resources.

Aging AI Chatbots Show Signs of Cognitive Decline in Dementia Test

Some leading AI chatbots display signs of cognitive impairment, raising doubts about their reliability for medical diagnostics.

OpenAI teases new reasoning model-but don't expect to try it soon

OpenAI's new o3 models enhance reasoning capabilities, outperform previous benchmarks, and set a new standard in AI reasoning and safety processing.
moreai
#artificial-intelligence

Nobel Prize: Hopfield, Hinton win 2024 physics award DW 12/10/2024

The Nobel Prize in Physics was awarded to John Hopfield and Geoffrey Hinton for pioneering work in artificial neural networks and machine learning.

Will artificial intelligence help or hinder progress on the SDGs?

AI has the potential to significantly aid in achieving the UN's Sustainable Development Goals, but it also presents challenges that must be addressed.

How philosopher Shannon Vallor delivered the year's best critique of AI

AI acts as a mirror reflecting human biases rather than providing objective data, according to Shannon Vallor.

Opinion | How Does A.I. Think? Here's One Theory.

AI has advanced faster than our ability to manage its complexities and risks, particularly concerning manipulation and deception.

AWS wants to drastically cut down AI hallucinations - here's how it plans to do it

AWS' Automated Reasoning checks aim to enhance the accuracy of AI outputs, though experts advise this is not a complete fix for hallucinations.

Gemini 2.0 is Google's most capable AI model yet and available to preview today

Google's Gemini 2.0 model is designed to enhance AI capabilities across applications, with a focus on efficiency and multi-modal functionalities.

Nobel Prize: Hopfield, Hinton win 2024 physics award DW 12/10/2024

The Nobel Prize in Physics was awarded to John Hopfield and Geoffrey Hinton for pioneering work in artificial neural networks and machine learning.

Will artificial intelligence help or hinder progress on the SDGs?

AI has the potential to significantly aid in achieving the UN's Sustainable Development Goals, but it also presents challenges that must be addressed.

How philosopher Shannon Vallor delivered the year's best critique of AI

AI acts as a mirror reflecting human biases rather than providing objective data, according to Shannon Vallor.

Opinion | How Does A.I. Think? Here's One Theory.

AI has advanced faster than our ability to manage its complexities and risks, particularly concerning manipulation and deception.

AWS wants to drastically cut down AI hallucinations - here's how it plans to do it

AWS' Automated Reasoning checks aim to enhance the accuracy of AI outputs, though experts advise this is not a complete fix for hallucinations.

Gemini 2.0 is Google's most capable AI model yet and available to preview today

Google's Gemini 2.0 model is designed to enhance AI capabilities across applications, with a focus on efficiency and multi-modal functionalities.
moreartificial-intelligence
#speech-synthesis

Conducting Ablation Studies to Verify the Effectiveness of Each Component in HierSpeech++ | HackerNoon

HierSpeech++ leverages advanced architecture improvements for enhanced zero-shot voice synthesis and voice conversion capabilities.

The Limitations of HierSpeech++ and a Quick Fix | HackerNoon

The model enhances zero-shot speech synthesis but faces challenges with background noise and speech clarity.

A Deeper Look at Speech Super-Resolution | HackerNoon

SpeechSR improves speech super-resolution by upsampling from 16 kHz to 48 kHz with superior performance and efficiency over existing models.

Conducting Ablation Studies to Verify the Effectiveness of Each Component in HierSpeech++ | HackerNoon

HierSpeech++ leverages advanced architecture improvements for enhanced zero-shot voice synthesis and voice conversion capabilities.

The Limitations of HierSpeech++ and a Quick Fix | HackerNoon

The model enhances zero-shot speech synthesis but faces challenges with background noise and speech clarity.

A Deeper Look at Speech Super-Resolution | HackerNoon

SpeechSR improves speech super-resolution by upsampling from 16 kHz to 48 kHz with superior performance and efficiency over existing models.
morespeech-synthesis
#openai

OpenAI's next-generation o3 model will arrive early next year

OpenAI's o3 model promises enhanced capabilities and accuracy, set for limited initial rollout for researcher testing.

ChatGPT Pro comes with unlimited access to o1 model and a $200 price tag

ChatGPT Pro offers unlimited access to OpenAI's powerful o1 model for a subscription fee of $200 per month.

The last day of '12 days of OpenAI' is expected to bring biggest drop yet

OpenAI's o1 models enhance reasoning in solving complex problems but take longer to process.

Sora Is Finally Here

Sora's launch highlights that hype does not always correlate with capability; the model's practical applications are limited despite impressive surface features.

OpenAI's next-generation o3 model will arrive early next year

OpenAI's o3 model promises enhanced capabilities and accuracy, set for limited initial rollout for researcher testing.

ChatGPT Pro comes with unlimited access to o1 model and a $200 price tag

ChatGPT Pro offers unlimited access to OpenAI's powerful o1 model for a subscription fee of $200 per month.

The last day of '12 days of OpenAI' is expected to bring biggest drop yet

OpenAI's o1 models enhance reasoning in solving complex problems but take longer to process.

Sora Is Finally Here

Sora's launch highlights that hype does not always correlate with capability; the model's practical applications are limited despite impressive surface features.
moreopenai
#natural-language-processing

How AI Marketing Agencies Can Transform Your Digital Strategy

AI marketing enhances campaign efficiency and client outcomes by utilizing machine learning and NLP.
Digital marketing agencies leverage AI for data-driven solutions and predictive analytics.
The future of AI marketing will focus on AR/VR innovations and ethical considerations.

How to Do Sentiment Analysis With Large Language Models | The PyCharm Blog

Large language models (LLMs) significantly enhance the accuracy of sentiment analysis in text compared to traditional approaches.

Zero-shot Prompts for Logical Reasoning Tasks in Biological Pathways | HackerNoon

The article details a structured process for evaluating logical conclusions in biological pathways using natural language prompts.

Accessing and Utilizing Pretrained LLMs: A Guide to Mistral AI and Other Open-Source Models" | HackerNoon

The article discusses a domain-specific pipeline for leveraging various LLMs for generating natural language instances.

How AI Marketing Agencies Can Transform Your Digital Strategy

AI marketing enhances campaign efficiency and client outcomes by utilizing machine learning and NLP.
Digital marketing agencies leverage AI for data-driven solutions and predictive analytics.
The future of AI marketing will focus on AR/VR innovations and ethical considerations.

How to Do Sentiment Analysis With Large Language Models | The PyCharm Blog

Large language models (LLMs) significantly enhance the accuracy of sentiment analysis in text compared to traditional approaches.

Zero-shot Prompts for Logical Reasoning Tasks in Biological Pathways | HackerNoon

The article details a structured process for evaluating logical conclusions in biological pathways using natural language prompts.

Accessing and Utilizing Pretrained LLMs: A Guide to Mistral AI and Other Open-Source Models" | HackerNoon

The article discusses a domain-specific pipeline for leveraging various LLMs for generating natural language instances.
morenatural-language-processing
#innovation

Study: Scientists make more discoveries with help from AI

AI tools can significantly enhance scientific discovery and patent creation among researchers.

Hugging Face and Entalpic Unveil LeMaterial: Transforming Materials Science Through AI

LeMaterial creates a unified dataset to accelerate materials science research and innovation.

Meet the robot with two Guinness World Records for basketball | TechCrunch

Toyota's Q robot uses advanced machine learning to achieve high-level performance in basketball shooting.

Study: Scientists make more discoveries with help from AI

AI tools can significantly enhance scientific discovery and patent creation among researchers.

Hugging Face and Entalpic Unveil LeMaterial: Transforming Materials Science Through AI

LeMaterial creates a unified dataset to accelerate materials science research and innovation.

Meet the robot with two Guinness World Records for basketball | TechCrunch

Toyota's Q robot uses advanced machine learning to achieve high-level performance in basketball shooting.
moreinnovation

LAPACK in your web browser: high-performance linear algebra with stdlib

LAPACK support has been added to stdlib to enhance web-based scientific computation and AI applications.
#ai-models

This New AI Model Is Excelling in Understanding and Interacting with Images | HackerNoon

Advancements in AI models enhance image description tasks with region-specific understanding and conversational capabilities.

Anthropic's 3.5 Haiku model comes to Claude users | TechCrunch

Claude 3.5 Haiku enhances coding and content tasks while introducing a pricing controversy due to increased capabilities compared to its predecessor.

This New AI Model Is Excelling in Understanding and Interacting with Images | HackerNoon

Advancements in AI models enhance image description tasks with region-specific understanding and conversational capabilities.

Anthropic's 3.5 Haiku model comes to Claude users | TechCrunch

Claude 3.5 Haiku enhances coding and content tasks while introducing a pricing controversy due to increased capabilities compared to its predecessor.
moreai-models
#ai-development

Google releases its own 'reasoning' AI model | TechCrunch

Gemini 2.0 Flash Thinking Experimental is an experimental AI model developed by Google aimed at enhancing reasoning through self-fact-checking capabilities.

OpenAI cofounder Ilya Sutskever says the way AI is built is about to change

AI model pre-training is reaching its limit with existing data resources.
Future AI will be agentic and able to reason, leading to increased unpredictability.

Cartesia claims its AI is efficient enough to run pretty much anywhere | TechCrunch

The rising costs of AI development are prompting researchers to seek more efficient model architectures, such as state space models (SSMs) for scalability.

Google releases its own 'reasoning' AI model | TechCrunch

Gemini 2.0 Flash Thinking Experimental is an experimental AI model developed by Google aimed at enhancing reasoning through self-fact-checking capabilities.

OpenAI cofounder Ilya Sutskever says the way AI is built is about to change

AI model pre-training is reaching its limit with existing data resources.
Future AI will be agentic and able to reason, leading to increased unpredictability.

Cartesia claims its AI is efficient enough to run pretty much anywhere | TechCrunch

The rising costs of AI development are prompting researchers to seek more efficient model architectures, such as state space models (SSMs) for scalability.
moreai-development
#technology

How Machine Learning Enhances Fraud Detection in Online Gambling Platforms

Machine learning is essential for enhancing security and combating fraud in the rapidly growing online gambling industry.

The HackerNoon Newsletter: Understanding the Twitter API So You Can Design Your Own (12/16/2024) | HackerNoon

Today's tech landscape shows the dynamic and evolving nature of APIs, tariffs, and efficiency models across various sectors.

How Machine Learning Enhances Fraud Detection in Online Gambling Platforms

Machine learning is essential for enhancing security and combating fraud in the rapidly growing online gambling industry.

The HackerNoon Newsletter: Understanding the Twitter API So You Can Design Your Own (12/16/2024) | HackerNoon

Today's tech landscape shows the dynamic and evolving nature of APIs, tariffs, and efficiency models across various sectors.
moretechnology
#state-space-models

How Mamba and Hyena Are Changing the Way AI Learns and Remembers | HackerNoon

Selective state space models improve efficiency and performance through innovative selection mechanisms.

Cutting-Edge Techniques That Speed Up AI Without Extra Costs | HackerNoon

Selective State Space Models enhance computational efficiency by incorporating strategic selection mechanisms to balance expressivity and performance on modern hardware.

How Mamba's Design Makes AI Up to 40x Faster | HackerNoon

Selective state space models indicate substantial advances in computational efficiency compared to traditional Transformers, streamlining both speed and memory usage during inference.

Mamba Solves Key Sequence Tasks Faster Than Other AI Models | HackerNoon

Mamba demonstrates significant efficiency and effectiveness in sequence modeling tasks across multiple domains.

Why Compressing Information Helps AI Work Better | HackerNoon

Selective state space models improve sequence modeling by efficiently compressing context, contrasting with traditional methods like attention that require extensive storage.

Princeton and CMU Push AI Boundaries with the Mamba Sequence Model | HackerNoon

Selective State Space Models enhance performance in deep learning applications by enabling content-based reasoning and improving information management.

How Mamba and Hyena Are Changing the Way AI Learns and Remembers | HackerNoon

Selective state space models improve efficiency and performance through innovative selection mechanisms.

Cutting-Edge Techniques That Speed Up AI Without Extra Costs | HackerNoon

Selective State Space Models enhance computational efficiency by incorporating strategic selection mechanisms to balance expressivity and performance on modern hardware.

How Mamba's Design Makes AI Up to 40x Faster | HackerNoon

Selective state space models indicate substantial advances in computational efficiency compared to traditional Transformers, streamlining both speed and memory usage during inference.

Mamba Solves Key Sequence Tasks Faster Than Other AI Models | HackerNoon

Mamba demonstrates significant efficiency and effectiveness in sequence modeling tasks across multiple domains.

Why Compressing Information Helps AI Work Better | HackerNoon

Selective state space models improve sequence modeling by efficiently compressing context, contrasting with traditional methods like attention that require extensive storage.

Princeton and CMU Push AI Boundaries with the Mamba Sequence Model | HackerNoon

Selective State Space Models enhance performance in deep learning applications by enabling content-based reasoning and improving information management.
morestate-space-models

PlayStation's Mark Cerny did a deep-dive on the PS5 Pro and Sony's new partnership with AMD

The PS5 Pro features an advanced GPU that combines technologies from RDNA 2 and RDNA 3, enhancing graphics and machine learning capabilities.

Spatial transcriptomic clocks reveal cell proximity effects in brain ageing - Nature

High-throughput spatial omics aids in understanding the spatial interactions in brain ageing, crucial for tackling neurodegenerative diseases.
#apple

A New Photo Editing Hack, Custom Emojis, & Other New Apple Tools

Apple's Clean Up tool improves photo quality by enabling users to remove distracting background objects with ease.

Apple shops at Amazon for Apple Intelligence services

Apple's Senior Director endorsed AWS at a major event, highlighting a strong partnership.
Apple's use of AWS reflects its need for scalable cloud services.
Deploying Amazon's hardware has significantly improved Apple's machine learning efficiency.

A New Photo Editing Hack, Custom Emojis, & Other New Apple Tools

Apple's Clean Up tool improves photo quality by enabling users to remove distracting background objects with ease.

Apple shops at Amazon for Apple Intelligence services

Apple's Senior Director endorsed AWS at a major event, highlighting a strong partnership.
Apple's use of AWS reflects its need for scalable cloud services.
Deploying Amazon's hardware has significantly improved Apple's machine learning efficiency.
moreapple

Denys Linkov on Micro Metrics for LLM System Evaluation

Micro metrics are crucial for connecting technical metrics to actual user experience and business value.

The Science Behind AI's Ability to Recreate Art Styles | HackerNoon

Fine-tuning is the most effective method for performing style mimicry in digital art.

Blood Tests Are Far From Perfect - But Machine Learning Could Change That

Current CBC interpretations are based on universal reference ranges, which can miss individual health nuances.
Machine learning can personalize blood count assessments for more accurate health predictions.
#bias-in-ai

How Abeba Birhane is cleaning up AI's dirty data

AI models trained on unfiltered data may perpetuate bias and hate, necessitating rigorous auditing for accountability.

Explainable AI Is Just Rebranding the Chaos, Not Solving It | HackerNoon

Explainable AI (XAI) may provide insights but ultimately does not resolve inherent issues like bias and misuse in machine decision-making.

How Abeba Birhane is cleaning up AI's dirty data

AI models trained on unfiltered data may perpetuate bias and hate, necessitating rigorous auditing for accountability.

Explainable AI Is Just Rebranding the Chaos, Not Solving It | HackerNoon

Explainable AI (XAI) may provide insights but ultimately does not resolve inherent issues like bias and misuse in machine decision-making.
morebias-in-ai

Mist v2 Fails to Defend Against Robust Mimicry Methods Like Noisy Upscaling | HackerNoon

Mist v2 fails to enhance digital security against advanced mimicry techniques.
#airbnb

Airbnb is deploying "anti-party technology" to ruin your NYE party

Airbnb is using machine learning to prevent unauthorized parties, especially during New Year's Eve by blocking risky bookings.

Airbnb's anti-party tech is cracking down on 'unauthorized' get togethers

Airbnb is employing machine learning to prevent unauthorized party bookings, particularly during New Year's Eve celebrations.
High-risk bookings may be blocked or redirected, helping to maintain safe hosting environments over holidays.

Airbnb is deploying "anti-party technology" to ruin your NYE party

Airbnb is using machine learning to prevent unauthorized parties, especially during New Year's Eve by blocking risky bookings.

Airbnb's anti-party tech is cracking down on 'unauthorized' get togethers

Airbnb is employing machine learning to prevent unauthorized party bookings, particularly during New Year's Eve celebrations.
High-risk bookings may be blocked or redirected, helping to maintain safe hosting environments over holidays.
moreairbnb

Former ByteDance Intern Accused of Sabotage Among Winners of Prestigious AI Award

A former ByteDance intern won a prestigious AI award despite allegations of misconduct, raising concerns about ethical standards in research evaluation.

Are LLMs capable of non-verbal reasoning?

The COCONUT model enhances reasoning efficiency by using "latent thoughts" instead of traditional logical sequences.

AI helps ID paint chemistry of Berlin Wall murals

Machine learning enhances the precision of handheld Raman spectroscopy for on-site pigment analysis.

This Bot Adds Events to Your Calendar Automatically. Just Forward It an Email

Fwd2cal automates calendar entries by parsing appointment details from forwarded emails and adding them directly to Google Calendar.

10 Best AI Art Generators & Tools for Designers in 2024 | ClickUp

AI art generators make creating art easy and accessible, allowing various styles to be generated quickly.

Microsoft Researchers Say New AI Model Can 'See' Your Phone Screen | HackerNoon

MM-Navigator, utilizing GPT-4V, excels in smartphone GUI navigation, showing promising accuracy in action execution and interpretation.

Google Gemini 2.0 Flash shines with real-time conversation

Google's release of Gemini 2.0 Flash aims to boost the development of advanced AI applications through its powerful capabilities.

3 takeaways from the Ultralytics AI Python library hack

Python's software supply chain is increasingly susceptible to cyberattacks due to its popularity and unique usage in process automation and machine learning.

DefectDojo Adds Ability to Normalize DevSecOps Data to ASPM Platform - DevOps.com

DefectDojo's new universal parser simplifies data integration for AppSec teams, promoting better collaboration in vulnerability management.

Not so simple machines: Cracking the code for materials that can learn

Research shows that mechanical systems can learn, not just digital algorithms; new findings indicate the potential for materials to compute and solve problems.

Mathematical Proofs for SPD Inner Products and Pseudo-Gyrodistances in Manifold Layers | HackerNoon

The article explores mathematical concepts in machine learning, focusing on specific propositions related to SPD manifolds and the application of inner product definitions.

New AI Speaks Two Languages at Once and Just Might Crack AGI | HackerNoon

Neuro-Symbolic AI achieves progress in human-like reasoning using an intermediate language to link Neural Networks and Symbolic Systems.

Ai2 Launches OLMo 2, a Fully Open-Source Foundation Model

OLMo 2 redefines open-source language modeling with better training stability and performance benchmarks.
New architectures and datasets significantly enhance the capabilities and robustness of language models.

PUBG creator reveals his ambitious new 3-game plan, which starts with Prologue

PlayerUnknown Productions unveils ambitious three-game plan, starting with free demo Preface: Undiscovered World, which uses machine learning technology for dynamic world generation.

Helping robots make good decisions in real time

Caltech's new algorithm helps autonomous robots make optimal decisions in real-world navigation by dynamically simulating various movement scenarios.

Optimizing Amazon ECS with Predictive Scaling

AWS's Predictive Scaling for Amazon ECS optimizes resource management by leveraging machine learning to anticipate application demand, improving performance and reducing latency.
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