Tuesday, June 11, 2024

Apple Just Went All In On AI!


❤️ Check out Microsoft Azure AI and try it out for free: https://ift.tt/Oat9xA1 Apple Intelligence: https://ift.tt/9vRTf8K 📝 My earlier paper on brush stroke synthesis: https://ift.tt/POfAY5b 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/792c5tb 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Loyal Alchemist, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/QJbjL0U Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/U3hPsj6 Twitter: https://twitter.com/twominutepapers #apple

Monday, June 10, 2024

NVIDIA’s New Tech: Next Level Ray Tracing!


❤️ Check out Microsoft Azure AI and try it out for free: https://ift.tt/Oat9xA1 📝 The "Amortizing Samples in Physics-Based Inverse Rendering using ReSTIR" is available here: https://ift.tt/n8dVmOA Andrew Price's Blender tutorials: https://www.youtube.com/watch?v=B0J27sf9N1Y&list=PLjEaoINr3zgEPv5y--4MKpciLaoQYZB1Z 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/792c5tb 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Loyal Alchemist, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/QJbjL0U Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/U3hPsj6 Twitter: https://twitter.com/twominutepapers #nvidia

Sunday, June 9, 2024

OpenAI’s GPT-4o: Can An AI Be Controlled?


❤️ Check out Microsoft Azure AI and try it out for free: https://ift.tt/SDwypUZ 📝 The paper "Training language models to follow instructions with human feedback" is available here: https://ift.tt/uK6xsiS 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/cpuKWRa 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Loyal Alchemist, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/mXqRZIb Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/3BYmaut Twitter: https://twitter.com/twominutepapers #chatgpt

Wednesday, June 5, 2024

These 3 AI Papers Save Human Lives!


❤️ Check out Lambda here and sign up for their GPU Cloud: https://ift.tt/W7KciOC Flood forecasting: https://ift.tt/q3ZHOPV Paper: https://ift.tt/iKyxtFC Weather forecasting: https://ift.tt/3o6FG5z https://ift.tt/hGt5bYv Sustainable flights: https://ift.tt/cweD6kp 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/JsZICtx 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/mqiuGAn Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/4UXufnZ Twitter: https://twitter.com/twominutepapers

Sunday, June 2, 2024

OpenAI’s ChatGPT: This is Science Fiction!


❤️ Check out Lambda here and sign up for their GPU Cloud: https://ift.tt/yCIAkj2 📝 Papers: https://ift.tt/8k3vYML https://ift.tt/4nmas93 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD MedQA dataset: https://ift.tt/qiD4HOe Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/AwKfNpj 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/KYfypEW Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/aYI0UrF Twitter: https://twitter.com/twominutepapers #openai

Thursday, May 30, 2024

NVIDIA’s New AI: 5,000x Faster Virtual Worlds!


❤️ Check out Lambda here and sign up for their GPU Cloud: https://ift.tt/4TWvlxC 📝 The paper "LATTE3D: Large-scale Amortized Text-To-Enhanced3D Synthesis " is available here: https://ift.tt/WXfJeYI 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/HC3cmAb 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/toGFfgl Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/6M7J2vO Twitter: https://twitter.com/twominutepapers #nvidia

Sunday, May 26, 2024

NVIDIA Just Supercharged Ray Tracing!


❤️ Check out Lambda here and sign up for their GPU Cloud: https://ift.tt/2hU5aWi 📝 The paper "Area ReSTIR: Resampling for Real-Time Defocus and Antialiasing" is available here: https://ift.tt/HBuOUrz https://ift.tt/DRamVAW My free course on ray tracing / light transport: https://ift.tt/QAzXo6p Our earlier paper with the spheres scene that took 3 weeks: https://ift.tt/pQnZX47 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/1KeOfMZ 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/EmaYISk Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/lHY6Jfm Twitter: https://twitter.com/twominutepapers

Wednesday, May 22, 2024

50,000,000 Point Bouncy Jelly Simulation!


❤️ Check out Weights & Biases and sign up for a free demo here: https://wandb.me/papers 📝 The paper "Vertex Block Descent" is available here: https://ift.tt/9SlIG2Z Notes from the authors: “The range you mentioned (100x to 1000x) is appropriate. However, please keep in mind that, as we noted in the paper, this figure is specific to the simulation settings we selected. For relatively tame experiments with less stretching and motion, and especially for highly stiff and high-resolution simulations that are much more expensive to simulate, we would expect Newton’s method to eventually overtake all alternatives beyond a certain level of convergence.” Fluid control: https://ift.tt/EVkQM8S https://ift.tt/eldjZJ3 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/nosbpuk 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/Y14kryb Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/Fnp0i1I Twitter: https://twitter.com/twominutepapers

Friday, May 17, 2024

Google I/O 2024: AI That Looks Like Magic!


❤️ Check out Lambda here and sign up for their GPU Cloud: https://ift.tt/IOXzdKb Try Gemini: https://ift.tt/3F7e0Tl When is everything coming out? https://ift.tt/PUi0aAZ Gemini watching OpenAI: https://twitter.com/mmmbchang/status/1790473581018939663 More: https://twitter.com/amoufarek/status/1791038897587122245 📝 My paper on simulations that look almost like reality is available for free here: https://rdcu.be/cWPfD Or this is the orig. Nature Physics link with clickable citations: https://ift.tt/fI895mv 🙏 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Alex Balfanz, Alex Haro, B Shang, Benji Rabhan, Gaston Ingaramo, Gordon Child, John Le, Kyle Davis, Lukas Biewald, Martin, Michael Albrecht, Michael Tedder, Owen Skarpness, Richard Sundvall, Taras Bobrovytsky, Ted Johnson, Thomas Krcmar, Tybie Fitzhugh, Ueli Gallizzi. If you wish to appear here or pick up other perks, click here: https://ift.tt/TLxsgDk Thumbnail background design: Felícia Zsolnai-Fehér - http://felicia.hu Károly Zsolnai-Fehér's research works: https://ift.tt/wNoJTbR Twitter: https://twitter.com/twominutepapers

Wednesday, May 15, 2024

The Future of Work with AI: New Skills and Opportunities in Machine Learning! Part 6 #ai #viral


The Future of Work with AI: New Skills and Opportunities in Machine Learning! Part 6 #ai #viral Welcome, curious minds and future-focused professionals! The rise of AI and Machine Learning (ML) is transforming the job market. But fear not! Instead of job displacement, we'll witness the emergence of human-machine co-pilot roles. Today, we'll explore this exciting trend and the new skills needed to thrive in this evolving landscape. The Myth of AI Job Replacement: Automation and Efficiency: AI and ML will automate repetitive tasks, freeing humans for higher-level work. The Rise of Human-Machine Collaboration: Humans and machines will increasingly work together, leveraging each other's strengths. The Human-Machine Co-Pilot: A New Breed of Jobs Skills for Collaboration: Effective communication, teamwork, and the ability to manage AI tools will be key. Domain Expertise + AI Proficiency: Combining deep understanding of a field with AI skills will be highly sought-after. Critical Thinking and Problem-Solving: The ability to analyze data, interpret AI outputs, and solve complex problems will be crucial. Examples of Human-Machine Co-Pilot Jobs: AI-Powered Doctors: Physicians will leverage AI for diagnostics and treatment planning, while retaining the human touch in patient care. AI-Augmented Lawyers: Legal professionals will use AI for research, document review, and case preparation, while focusing on strategy and client interaction. Data-Driven Marketers: Marketers will use AI for audience segmentation and campaign optimization, while applying creativity and strategic thinking to marketing messaging. Developing Your Human-Machine Co-Pilot Skills: Online Courses and Training: Numerous resources are available to learn AI fundamentals, data analysis, and human-centered design thinking. Upskilling and Reskilling Programs: Explore professional development opportunities to enhance your skillset for the evolving job market. Building a Portfolio and Network: Showcase projects that demonstrate your ability to collaborate with AI tools to solve real-world problems. Embrace the Future of Work: The future belongs to those who can adapt, learn, and collaborate effectively with AI. By developing the necessary skills, you can position yourself as a valuable human-machine co-pilot in the exciting world of AI and Machine Learning. #AI #MachineLearning #FutureofWork #Jobs #HumanMachineCollaboration #Skills #Upskilling #Reskilling #AIforGood #DataScience #CriticalThinking artificial intelligence, machine learning, future of work, jobs, human-machine collaboration, skills, upskilling, reskilling, AI for good, data science, critical thinking, communication, teamwork, domain expertise #artificialintelligence #ai #machinelearning #deeplearning #dataanalytics #bigdata #futureofwork #futurism #algorithms #automation #aiingujarat #educational #informative #technology #trends #future #disruption #opportunities #challenges #impact #society #humanity #vlog #music #funny #tutorial #challenge #love #gaming #comedy #art #life #cute #travel #fashion #beauty #dance #food #pets #motivation #fitness #trending #gamer #minecraft #fortnite #gta #cod #apexlegends #pubg #valorant #leagueoflegends #roblox #makeup #skincare #hairstyle #beautyhacks #hairstyletutorial #skincaretips #makeuproutine #nails #tech #gadget #review #unboxing #iphone #android #apple #samsung #smartphone #laptop #viral #ai #mobile #movie #shorts #song #game #aiinindia #viral #video #viralvideo #shorts #youtubeshorts #youtube #youtuber #ai #trending #bestvideo #funny #tekthrill www.youtube.com https://youtube.com/@TEKTHRILL?si=rl1JYFFIjD5oqpJ3 Tekthrill The AI Tekthrill Future of AI Keyur Kuvadiya Youtube

AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 3 #ai #viral #trending


AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 3 #ai #viral #trending Welcome, responsible innovators and design ethicists! Buckle up, because we're tackling a critical issue: bias in AI and design. Today, we'll explore how biased data can lead to biased AI, and unveil strategies to mitigate bias for fairer design outcomes. The Problem of Bias in AI: AI Learns from Data: AI models are trained on data sets, and if that data is biased, the AI will inherit those biases. The Impact of Biased AI Design: Biased AI can lead to discriminatory design outputs and perpetuate social inequalities. The Importance of Fairness in AI Design: We need AI that is fair, unbiased, and benefits everyone equally. How Biased Data Creates Biased AI: Underlying Biases in Training Data: Real-world data can reflect societal biases, leading to biased AI models. Incomplete or Unrepresentative Data Sets: Limited data that doesn't represent the full user population can lead to skewed results. Unintentional Biases in Data Collection: Unconscious biases during data collection can influence AI outcomes. Mitigating Bias in AI and Design: Data Cleaning and Balancing: Identify and address biases in training data by cleaning and balancing datasets. Algorithmic Bias Detection Techniques: Utilize techniques to detect and mitigate potential biases within AI algorithms. Human oversight and Explainable AI: Maintain human oversight throughout the design process and leverage Explainable AI (XAI) to understand AI decision-making. Benefits of Mitigating Bias in AI Design: Fairer and More Equitable Design Solutions: By mitigating bias, we ensure AI design benefits everyone and promotes social good. Builds Trust and User Confidence: Unbiased AI fosters trust and confidence in AI-powered technologies. Promotes Responsible Innovation in AI: Addressing bias paves the way for a more ethical and responsible future for AI. Challenges and Considerations of Mitigating Bias: The Complexity of Bias: Bias can be subtle and multifaceted, making it challenging to identify and remove completely. The Need for Ongoing Vigilance: Mitigating bias is an ongoing process, requiring continuous monitoring and improvement. The Importance of Diverse Teams: Diverse design and data science teams are essential for identifying and mitigating bias. Design with justice in mind! Buckle up and stay tuned for more videos in this series where we'll explore other aspects of bias in AI and design. We'll delve into specific techniques to debias AI models, showcase how to identify bias in data, and empower you to champion fair and ethical AI design. #AI #Bias #MachineLearning #AIforGood #Fairness #Ethics #ResponsibleAI #DataScience #DesignThinking #SocialImpact #Transparency artificial intelligence, bias, machine learning, AI for good, fairness, ethics, responsible AI, data science, design thinking, social impact, transparency #artificialintelligence #ai #machinelearning #deeplearning #dataanalytics #bigdata #futureofwork #futurism #algorithms #automation #aiingujarat #educational #informative #technology #trends #future #disruption #opportunities #challenges #impact #society #humanity #vlog #music #funny #tutorial #challenge #love #gaming #comedy #art #life #cute #travel #fashion #beauty #dance #food #pets #motivation #fitness #trending #gamer #minecraft #fortnite #gta #cod #apexlegends #pubg #valorant #leagueoflegends #roblox #makeup #skincare #hairstyle #beautyhacks #hairstyletutorial #skincaretips #makeuproutine #nails #tech #gadget #review #unboxing #iphone #android #apple #samsung #smartphone #laptop #viral #ai #mobile #movie #shorts #song #game #aiinindia #viral #video #viralvideo #shorts #youtubeshorts #youtube #youtuber #ai #trending #bestvideo #funny #tekthrill www.youtube.com https://youtube.com/@TEKTHRILL?si=rl1JYFFIjD5oqpJ3 Tekthrill The AI Tekthrill Future of AI Keyur Kuvadiya Youtube

AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 4 #ai #viral #trending


AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 4 #ai #viral #trending Welcome, responsible innovators and design ethicists! Buckle up, because we're tackling a critical issue: bias in AI and design. Today, we'll explore how biased data can lead to biased AI, and unveil strategies to mitigate bias for fairer design outcomes. The Problem of Bias in AI: AI Learns from Data: AI models are trained on data sets, and if that data is biased, the AI will inherit those biases. The Impact of Biased AI Design: Biased AI can lead to discriminatory design outputs and perpetuate social inequalities. The Importance of Fairness in AI Design: We need AI that is fair, unbiased, and benefits everyone equally. How Biased Data Creates Biased AI: Underlying Biases in Training Data: Real-world data can reflect societal biases, leading to biased AI models. Incomplete or Unrepresentative Data Sets: Limited data that doesn't represent the full user population can lead to skewed results. Unintentional Biases in Data Collection: Unconscious biases during data collection can influence AI outcomes. Mitigating Bias in AI and Design: Data Cleaning and Balancing: Identify and address biases in training data by cleaning and balancing datasets. Algorithmic Bias Detection Techniques: Utilize techniques to detect and mitigate potential biases within AI algorithms. Human oversight and Explainable AI: Maintain human oversight throughout the design process and leverage Explainable AI (XAI) to understand AI decision-making. Benefits of Mitigating Bias in AI Design: Fairer and More Equitable Design Solutions: By mitigating bias, we ensure AI design benefits everyone and promotes social good. Builds Trust and User Confidence: Unbiased AI fosters trust and confidence in AI-powered technologies. Promotes Responsible Innovation in AI: Addressing bias paves the way for a more ethical and responsible future for AI. Challenges and Considerations of Mitigating Bias: The Complexity of Bias: Bias can be subtle and multifaceted, making it challenging to identify and remove completely. The Need for Ongoing Vigilance: Mitigating bias is an ongoing process, requiring continuous monitoring and improvement. The Importance of Diverse Teams: Diverse design and data science teams are essential for identifying and mitigating bias. Design with justice in mind! Buckle up and stay tuned for more videos in this series where we'll explore other aspects of bias in AI and design. We'll delve into specific techniques to debias AI models, showcase how to identify bias in data, and empower you to champion fair and ethical AI design. #AI #Bias #MachineLearning #AIforGood #Fairness #Ethics #ResponsibleAI #DataScience #DesignThinking #SocialImpact #Transparency artificial intelligence, bias, machine learning, AI for good, fairness, ethics, responsible AI, data science, design thinking, social impact, transparency #artificialintelligence #ai #machinelearning #deeplearning #dataanalytics #bigdata #futureofwork #futurism #algorithms #automation #aiingujarat #educational #informative #technology #trends #future #disruption #opportunities #challenges #impact #society #humanity #vlog #music #funny #tutorial #challenge #love #gaming #comedy #art #life #cute #travel #fashion #beauty #dance #food #pets #motivation #fitness #trending #gamer #minecraft #fortnite #gta #cod #apexlegends #pubg #valorant #leagueoflegends #roblox #makeup #skincare #hairstyle #beautyhacks #hairstyletutorial #skincaretips #makeuproutine #nails #tech #gadget #review #unboxing #iphone #android #apple #samsung #smartphone #laptop #viral #ai #mobile #movie #shorts #song #game #aiinindia #viral #video #viralvideo #shorts #youtubeshorts #youtube #youtuber #ai #trending #bestvideo #funny #tekthrill www.youtube.com https://youtube.com/@TEKTHRILL?si=rl1JYFFIjD5oqpJ3 Tekthrill The AI Tekthrill Future of AI Keyur Kuvadiya Youtube

AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 5 #ai #viral #trending


AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 5 #ai #viral #trending Welcome, responsible innovators and design ethicists! Buckle up, because we're tackling a critical issue: bias in AI and design. Today, we'll explore how biased data can lead to biased AI, and unveil strategies to mitigate bias for fairer design outcomes. The Problem of Bias in AI: AI Learns from Data: AI models are trained on data sets, and if that data is biased, the AI will inherit those biases. The Impact of Biased AI Design: Biased AI can lead to discriminatory design outputs and perpetuate social inequalities. The Importance of Fairness in AI Design: We need AI that is fair, unbiased, and benefits everyone equally. How Biased Data Creates Biased AI: Underlying Biases in Training Data: Real-world data can reflect societal biases, leading to biased AI models. Incomplete or Unrepresentative Data Sets: Limited data that doesn't represent the full user population can lead to skewed results. Unintentional Biases in Data Collection: Unconscious biases during data collection can influence AI outcomes. Mitigating Bias in AI and Design: Data Cleaning and Balancing: Identify and address biases in training data by cleaning and balancing datasets. Algorithmic Bias Detection Techniques: Utilize techniques to detect and mitigate potential biases within AI algorithms. Human oversight and Explainable AI: Maintain human oversight throughout the design process and leverage Explainable AI (XAI) to understand AI decision-making. Benefits of Mitigating Bias in AI Design: Fairer and More Equitable Design Solutions: By mitigating bias, we ensure AI design benefits everyone and promotes social good. Builds Trust and User Confidence: Unbiased AI fosters trust and confidence in AI-powered technologies. Promotes Responsible Innovation in AI: Addressing bias paves the way for a more ethical and responsible future for AI. Challenges and Considerations of Mitigating Bias: The Complexity of Bias: Bias can be subtle and multifaceted, making it challenging to identify and remove completely. The Need for Ongoing Vigilance: Mitigating bias is an ongoing process, requiring continuous monitoring and improvement. The Importance of Diverse Teams: Diverse design and data science teams are essential for identifying and mitigating bias. Design with justice in mind! Buckle up and stay tuned for more videos in this series where we'll explore other aspects of bias in AI and design. We'll delve into specific techniques to debias AI models, showcase how to identify bias in data, and empower you to champion fair and ethical AI design. #AI #Bias #MachineLearning #AIforGood #Fairness #Ethics #ResponsibleAI #DataScience #DesignThinking #SocialImpact #Transparency artificial intelligence, bias, machine learning, AI for good, fairness, ethics, responsible AI, data science, design thinking, social impact, transparency #artificialintelligence #ai #machinelearning #deeplearning #dataanalytics #bigdata #futureofwork #futurism #algorithms #automation #aiingujarat #educational #informative #technology #trends #future #disruption #opportunities #challenges #impact #society #humanity #vlog #music #funny #tutorial #challenge #love #gaming #comedy #art #life #cute #travel #fashion #beauty #dance #food #pets #motivation #fitness #trending #gamer #minecraft #fortnite #gta #cod #apexlegends #pubg #valorant #leagueoflegends #roblox #makeup #skincare #hairstyle #beautyhacks #hairstyletutorial #skincaretips #makeuproutine #nails #tech #gadget #review #unboxing #iphone #android #apple #samsung #smartphone #laptop #viral #ai #mobile #movie #shorts #song #game #aiinindia #viral #video #viralvideo #shorts #youtubeshorts #youtube #youtuber #ai #trending #bestvideo #funny #tekthrill www.youtube.com https://youtube.com/@TEKTHRILL?si=rl1JYFFIjD5oqpJ3 Tekthrill The AI Tekthrill Future of AI Keyur Kuvadiya Youtube

AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 6 #ai #viral #trending


AI Bias Exposed: How to Identify and Fix Bias in Machine Learning! Part 6 #ai #viral #trending Welcome, responsible innovators and design ethicists! Buckle up, because we're tackling a critical issue: bias in AI and design. Today, we'll explore how biased data can lead to biased AI, and unveil strategies to mitigate bias for fairer design outcomes. The Problem of Bias in AI: AI Learns from Data: AI models are trained on data sets, and if that data is biased, the AI will inherit those biases. The Impact of Biased AI Design: Biased AI can lead to discriminatory design outputs and perpetuate social inequalities. The Importance of Fairness in AI Design: We need AI that is fair, unbiased, and benefits everyone equally. How Biased Data Creates Biased AI: Underlying Biases in Training Data: Real-world data can reflect societal biases, leading to biased AI models. Incomplete or Unrepresentative Data Sets: Limited data that doesn't represent the full user population can lead to skewed results. Unintentional Biases in Data Collection: Unconscious biases during data collection can influence AI outcomes. Mitigating Bias in AI and Design: Data Cleaning and Balancing: Identify and address biases in training data by cleaning and balancing datasets. Algorithmic Bias Detection Techniques: Utilize techniques to detect and mitigate potential biases within AI algorithms. Human oversight and Explainable AI: Maintain human oversight throughout the design process and leverage Explainable AI (XAI) to understand AI decision-making. Benefits of Mitigating Bias in AI Design: Fairer and More Equitable Design Solutions: By mitigating bias, we ensure AI design benefits everyone and promotes social good. Builds Trust and User Confidence: Unbiased AI fosters trust and confidence in AI-powered technologies. Promotes Responsible Innovation in AI: Addressing bias paves the way for a more ethical and responsible future for AI. Challenges and Considerations of Mitigating Bias: The Complexity of Bias: Bias can be subtle and multifaceted, making it challenging to identify and remove completely. The Need for Ongoing Vigilance: Mitigating bias is an ongoing process, requiring continuous monitoring and improvement. The Importance of Diverse Teams: Diverse design and data science teams are essential for identifying and mitigating bias. Design with justice in mind! Buckle up and stay tuned for more videos in this series where we'll explore other aspects of bias in AI and design. We'll delve into specific techniques to debias AI models, showcase how to identify bias in data, and empower you to champion fair and ethical AI design. #AI #Bias #MachineLearning #AIforGood #Fairness #Ethics #ResponsibleAI #DataScience #DesignThinking #SocialImpact #Transparency artificial intelligence, bias, machine learning, AI for good, fairness, ethics, responsible AI, data science, design thinking, social impact, transparency #artificialintelligence #ai #machinelearning #deeplearning #dataanalytics #bigdata #futureofwork #futurism #algorithms #automation #aiingujarat #educational #informative #technology #trends #future #disruption #opportunities #challenges #impact #society #humanity #vlog #music #funny #tutorial #challenge #love #gaming #comedy #art #life #cute #travel #fashion #beauty #dance #food #pets #motivation #fitness #trending #gamer #minecraft #fortnite #gta #cod #apexlegends #pubg #valorant #leagueoflegends #roblox #makeup #skincare #hairstyle #beautyhacks #hairstyletutorial #skincaretips #makeuproutine #nails #tech #gadget #review #unboxing #iphone #android #apple #samsung #smartphone #laptop #viral #ai #mobile #movie #shorts #song #game #aiinindia #viral #video #viralvideo #shorts #youtubeshorts #youtube #youtuber #ai #trending #bestvideo #funny #tekthrill www.youtube.com https://youtube.com/@TEKTHRILL?si=rl1JYFFIjD5oqpJ3 Tekthrill The AI Tekthrill Future of AI Keyur Kuvadiya Youtube

Unleash GPT-4o's Multimodal Powers with OpenAI Assistant API | Python Tutorial 👨‍💻


OpenAI Assistant API with GPT-4o model in action! This multimodal AI understands ANY combination of text, images, audio and video. In this shocking demo, we'll let GPT-4o analyze real CT scan images to diagnose a brain hemorrhage case. You won't believe how quickly and accurately it examines the medical data. GPT-4o responds to audio inputs at human-level speed (just 232ms!) while matching GPT-4's performance on text/code AND doing way better on visuals/languages. I'll code a medical diagnostic AI in Python, tapping into GPT-4o's full power through OpenAI's API. The results will blow your mind! This is next-level AI for real-world apps like healthcare. Smash that like button to see the jaw-dropping future of AI! #OpenAI #openaiassistant #openaiassistantapi #AI #gpt4turbo #chatgpt 📚 Learn Python & AI in my skool community: https://www.skool.com/customgptaaa 🤝 Get A FREE Quote For An End-To-End AI Software/App: hhttps://calendly.com/connect_imtiazh/meeting 🤝Linkedin: https://www.linkedin.com/in/hasanimtiaz/ My Links 🔗 👉 Subscribe: https://www.youtube.com/@CustomGPT.AIAcademy?sub_confirmation=1 👉 Instagram: customgptaaa 👉 Tiktok: customgpt_aiaa Resources/Links Mentioned: 👉Download the notebook from the resource https://www.skool.com/customgptaaa Don't forget to like, share, and subscribe to support the channel About Me 🙋‍♂️ Hello, I'm Imtiaz, a seasoned expert in Machine Learning, Data Science, and AI Development. My mission is to empower your projects with AI solutions. Whether you're looking to build, deploy, or sell Assistants/Agents with code/low code expertise, I'm here to partner with you. Let's leverage my extensive experience to elevate your projects, transforming innovative ideas into practical, profitable solutions. Join me in navigating the exciting world of AI and let's create something remarkable together. 00:00 Introduction 00:57 OpenAI API Reference 02:30 Multimodal Vision Concept 03:23 Time To Code 05:55 First Image Test: Sunglasses 07:25 Second Image: Detect Emotion 09:01 Third Image: Detect Brain Hemorrhage 09:27 Pro Tip: Optimizing Cost With Image Quality 10:18 Practical Deployment Solutions 11:18 Conclusion