#ai-limitations

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#generative-ai

Google already knows how to make AI in Search helpful, but it's not with AI Overviews

Google AI Overviews in Search facing challenges with misinformation due to generative AI limitations.

The first wave of AI innovation is over. Here's what comes next

AI models are facing limitations due to a lack of good training data, leading to plateauing progress in generative AI technology.

How Close Is AI to Actually Stealing My Job? | Entrepreneur

Generative AI like ChatGPT can simplify daily tasks for busy parents by streamlining schedules and aiding in tasks like meal planning and homework.

Meta, Apple say the quiet part out loud: The genAI emperor has no clothes

Skepticism about generative AI among CIOs is bolstered by expert reports from Apple and Meta, stressing the limitations of AI capabilities.

Google Admits Its AI Search Feature Is a Dumpster Fire, Says It Will Scale Back the Tool

Google's AI-generated search tool is providing nonsensical and unhelpful answers, leading to limitations in responses and the need for improvement.

The One-Shot Generalization Paradox: Why Generative AI Struggles With New Information | HackerNoon

Generative AI excels at generating human-like text but struggles with one-shot learning, highlighting a key limitation in its adaptability to new information.

Google already knows how to make AI in Search helpful, but it's not with AI Overviews

Google AI Overviews in Search facing challenges with misinformation due to generative AI limitations.

The first wave of AI innovation is over. Here's what comes next

AI models are facing limitations due to a lack of good training data, leading to plateauing progress in generative AI technology.

How Close Is AI to Actually Stealing My Job? | Entrepreneur

Generative AI like ChatGPT can simplify daily tasks for busy parents by streamlining schedules and aiding in tasks like meal planning and homework.

Meta, Apple say the quiet part out loud: The genAI emperor has no clothes

Skepticism about generative AI among CIOs is bolstered by expert reports from Apple and Meta, stressing the limitations of AI capabilities.

Google Admits Its AI Search Feature Is a Dumpster Fire, Says It Will Scale Back the Tool

Google's AI-generated search tool is providing nonsensical and unhelpful answers, leading to limitations in responses and the need for improvement.

The One-Shot Generalization Paradox: Why Generative AI Struggles With New Information | HackerNoon

Generative AI excels at generating human-like text but struggles with one-shot learning, highlighting a key limitation in its adaptability to new information.
moregenerative-ai
#chatgpt

Why is ChatGPT so bad at math?

AI struggles with basic math despite proficiency in language due to misrepresentation in tokenization and statistical training limitations.

How to Navigate the Limitations of ChatGPT Effectively I ClickUp

ChatGPT, while popular, has significant limitations leading to high user dissatisfaction reflected in an 87.79% bounce rate.

Why is ChatGPT so bad at math?

AI struggles with basic math despite proficiency in language due to misrepresentation in tokenization and statistical training limitations.

How to Navigate the Limitations of ChatGPT Effectively I ClickUp

ChatGPT, while popular, has significant limitations leading to high user dissatisfaction reflected in an 87.79% bounce rate.
morechatgpt
#machine-learning

Meta's AI chief says world models are key to 'human-level AI' - but it might be 10 years out | TechCrunch

Current AI models do not genuinely remember or reason like humans; human-level AI could still be years to decades away, according to expert Yann LeCun.

Researchers question AI's 'reasoning' ability as models stumble on math problems with trivial changes | TechCrunch

Large language models do not exhibit true reasoning or understanding despite being able to solve straightforward problems.

Meta's AI chief says world models are key to 'human-level AI' - but it might be 10 years out | TechCrunch

Current AI models do not genuinely remember or reason like humans; human-level AI could still be years to decades away, according to expert Yann LeCun.

Researchers question AI's 'reasoning' ability as models stumble on math problems with trivial changes | TechCrunch

Large language models do not exhibit true reasoning or understanding despite being able to solve straightforward problems.
moremachine-learning

Common Pitfalls in LLM Optimization | HackerNoon

Optimizer LLMs show promise for optimization tasks but face critical limitations in accuracy and creativity.
#human-expertise

Where AI falls short in high-stakes B2B industries | MarTech

AI is not a universal solution; marketers must recognize when human expertise is essential.
AI mimics human creativity, but lacks the ability to create truly unique brand messages.
B2B content requires market insight and emotional understanding that AI cannot replicate.
While AI can assist in design, it often fails to adhere to brand aesthetics.

Why IBM's dazzling Watson supercomputer was a lousy tutor

AI cannot effectively replace human tutors in education.

Where AI falls short in high-stakes B2B industries | MarTech

AI is not a universal solution; marketers must recognize when human expertise is essential.
AI mimics human creativity, but lacks the ability to create truly unique brand messages.
B2B content requires market insight and emotional understanding that AI cannot replicate.
While AI can assist in design, it often fails to adhere to brand aesthetics.

Why IBM's dazzling Watson supercomputer was a lousy tutor

AI cannot effectively replace human tutors in education.
morehuman-expertise
from Fast Company
2 months ago

AI can't understand cultural nuance. This is how leaders can use the right prompts to mitigate risk

AI has limitations in understanding cultural nuances, which can impact businesses' global strategies.
#artificial-intelligence

Meta AI boss slams Elon Musk: 'He is wrong about Artificial Intelligence being...'

AI will not be smarter than humans due to differences in perception and understanding of reality.

Your market research may be suffering with AI-here's why

AI reshapes market research by enabling faster data collection, but caution is needed regarding its accuracy and the sources of its information.

Forget the AI doom and hype, let's make computers useful

AI progress may not be as significant as perceived due to certain limitations in current systems compared to those in the 1980s.

Meta AI boss slams Elon Musk: 'He is wrong about Artificial Intelligence being...'

AI will not be smarter than humans due to differences in perception and understanding of reality.

Your market research may be suffering with AI-here's why

AI reshapes market research by enabling faster data collection, but caution is needed regarding its accuracy and the sources of its information.

Forget the AI doom and hype, let's make computers useful

AI progress may not be as significant as perceived due to certain limitations in current systems compared to those in the 1980s.
moreartificial-intelligence

When Deductive Reasoning Fails: Contextual Ambiguities in AI Models | HackerNoon

Natural Program-based deductive reasoning verification shows promise but has limitations, particularly in handling contextual ambiguities affecting interpretation and reasoning accuracy.

Meta's AI Says Trump Wasn't Shot

AI limitations exposed in Meta's chatbot error

5 myths about AI website builders that you shouldn't pay attention to

AI website builders lack the nuanced understanding and emotional intelligence of human designers.

Council Post: Three Clever Ways To Humanize AI Content And Five Mistakes To Avoid

AI models like ChatGPT may have limitations due to biases in training data.

AI Will "Grade" Your Relationship For You... But Should You Let It?

AI apps are entering the relationship space, but their efficacy is questionable. Using AI can both create pain and improve communication in relationships.

Philosophy class: It's not only AI that hallucinates

Highlighting the importance of memory and content reception in reasoning over AI capabilities.

Fix Your SDLC Before Adopting Gen AI in Your Organisation: Bannon's Call to Action at QCon London

AI can enhance SDLC, but currently at 'code completion' not 'code generation' phase.

Jon Stewart Skewers AI Industry for Salivating Over Replacing Jobs

AI industry leaders criticized for making false promises about AI capabilities.
AI's impact on the human job market is a significant concern raised by Jon Stewart.

Maybe We've Got The Artificial Intelligence In Law 'Problem' All Wrong

Lawyers have an obligation to verify citations, whether produced by AI or humans.
The perception of AI as a human-like tool can lead to overlooking its limitations and potential issues.

CONSIDER PURSUING THESE IN-DEMAND CREATIVE CAREERS

The demand for creative positions is high due to the evolving digital world.
Building a portfolio with previous creative work is essential for a career in the creative field.

AI Is Inherently Racist and Sexist-Dr. Safiya Noble Is Working to Change That

AI is not superior to humans in terms of judgment and equity.
Dr. Safiya Umoja Noble is a tech justice advocate focusing on the intersection of technology and human rights.

Judges in England and Wales can now use AI in writing legal opinions

UK courts have given judges permission to use artificial intelligence (AI) to help produce rulings, but with limitations on its use for research or legal analyses. The approach is seen as a cautious step in a legal system steeped in tradition.
The judiciary's guidance on AI in the legal system has been applauded by legal experts, who believe it will be widely viewed and potentially adopted by courts and jurists around the world.
#human-creativity

Why AI won't take your job

AI is not poised to replace jobs due to limitations in problem-solving, multidisciplinary design, and human creativity.

Can AI have a place in comedy? Comedians put it to the test

AI can assist comedians in certain tasks like brainstorming but falls short in creating actually funny material.

Why AI won't take your job

AI is not poised to replace jobs due to limitations in problem-solving, multidisciplinary design, and human creativity.

Can AI have a place in comedy? Comedians put it to the test

AI can assist comedians in certain tasks like brainstorming but falls short in creating actually funny material.
morehuman-creativity

How to safeguard your brand during a digital transformation | MarTech

The importance of digital transformation in 2024 is immense, but must be balanced with protecting consumer trust.

AI gymnastics videos are captivatingly horrific

AI image and video generators struggle with accurately representing complex movements, like gymnastics.

Cohere's Aidan Gomez thinks enterprise is key to AI profit

Cohere focuses on AI products for big companies in the enterprise market, giving them a clearer path to profitability.
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