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How Connectionism Is Reshaping the Future of Machine Learning | Pedro Domingos

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In this episode, renowned AI researcher Pedro Domingos, author of The Master Algorithm, takes us deep into the world of Connectionism—the AI tribe behind neural networks and the deep learning revolution.

From the birth of neural networks in the 1940s to the explosive rise of transformers and ChatGPT, Pedro unpacks the history, breakthroughs, and limitations of connectionist AI. Along the way, he explores how supervised learning continues to quietly power today’s most impressive AI systems—and why reinforcement learning and unsupervised learning are still lagging behind.

We also dive into:
The tribal war between Connectionists and Symbolists.
The surprising origins of Backpropagation.
How transformers redefined machine translation.
Why GANs and generative models exploded (and then faded)
The myth of modern reinforcement learning (DeepSeek, RLHF, etc.)
The danger of AI research narrowing too soon around one dominant approach.

Whether you’re an AI enthusiast, a machine learning practitioner, or just curious about where intelligence is headed, this episode offers a rare deep dive into the ideological foundations of AI—and what’s coming next.

Continue reading “How Connectionism Is Reshaping the Future of Machine Learning | Pedro Domingos” | >

Fake job seekers are flooding U.S. companies that are hiring for remote positions, tech CEOs say

That’s because the candidate, whom the firm has since dubbed “Ivan X,” was a scammer using deepfake software and other generative AI tools in a bid to get hired by the tech company, said Pindrop CEO and co-founder Vijay Balasubramaniyan.

“Gen AI has blurred the line between what it is to be human and what it means to be machine,” Balasubramaniyan said. “What we’re seeing is that individuals are using these fake identities and fake faces and fake voices to secure employment, even sometimes going so far as doing a face swap with another individual who shows up for the job.”

Companies have long fought off attacks from hackers hoping to exploit vulnerabilities in their software, employees or vendors. Now, another threat has emerged: Job candidates who aren’t who they say they are, wielding AI tools to fabricate photo IDs, generate employment histories and provide answers during interviews.

UiPath CEO Daniel Dines on AI agents replacing our jobs

The company was founded to sell automation software. That entire market is being upended by AI, particularly agentic AI, which is supposed to click around on the internet and do things for you.

After stepping down from and returning to the CEO role, Daniel Dines is preparing for the agentic AI era.

AI Is Evolving FASTER Than Ever The SINGULARITY Is Close!

Artificial Intelligence is evolving rapidly, bringing us closer to the Singularity—a future where AI surpasses human intelligence. This shift could transform every aspect of life, from jobs to technology, creating both exciting possibilities and significant risks. As AI continues to advance at an unprecedented pace, understanding its impact on society is more crucial than ever.

🔍 Key Topics Covered:
The rapid evolution of AI and its connection to the looming Singularity, where machines may surpass human intelligence.
How AI could reshape industries, jobs, and even human life as we know it.
The potential risks of uncontrolled AI growth, including the rise of misinformation, biased outcomes, and the threat of AI-designed chemical weapons.
The need for a global governance framework to regulate and monitor AI advancements.
The ethical and philosophical questions surrounding AI’s role in society, including its impact on human consciousness and labor.

🎥 What You’ll Learn:
The rapid advancement of artificial intelligence and its potential to reach the Singularity sooner than expected.
How AI systems like neural networks and symbolic systems impact modern technology and the dangers they pose when left unchecked.
The role AI could play in jobs, governance, and the potential for global cooperation to ensure safe AI development.
Insight into real-world concerns such as disinformation, biased AI systems, and even the possibility of AI leading to catastrophic societal changes.

📊 Why This Matters:
These developments highlight the critical need for responsible AI governance as the technology progresses toward potentially surpassing human intelligence. Understanding the rapid growth of AI and its implications helps us prepare for the future, where machines could fundamentally change society. Whether you’re interested in technology, philosophy, or the future of work, this content offers an in-depth look at the powerful impact AI will have on the world.

*DISCLAIMER*:
The content presented is for informational and entertainment purposes, offering insights into the future of AI based on current trends and technological research. The creators are not AI experts or legal professionals, and the information should not be taken as professional advice. Viewer discretion is advised due to the speculative nature of the topics discussed. The views expressed are those of the content creator and do not necessarily represent any affiliated individuals or organizations.

#ai.

Continue reading “AI Is Evolving FASTER Than Ever The SINGULARITY Is Close!” | >

Tesla Automation Could Create Wealth Beyond Imagination

Elon Musk envisions a future where automation and AI could transform society by creating abundance and new job opportunities, while also posing challenges such as job displacement, wealth concentration, and the need for innovative solutions like universal basic income ## Questions to inspire discussion ## Income Opportunities in the Age of Abundance.

🤖 Q: How can I profit from owning assets in an abundant future? A: Rent out assets like bots, cars, and homes as a major income source, creating new job opportunities in asset management and maintenance.

🎨 Q: What industries will thrive in a post-scarcity world? A: Bespoke industries like Etsy will flourish as people seek custom-made products from human artisans, creating new job opportunities for unique, high-quality craftsmanship. ## Lifestyle Changes and Affordability.

💰 Q: How will abundance affect the cost of living? A: Middle-class living becomes possible on **$20,000/year instead of **$100,000/year, reducing costs of energy, transportation, homes, groceries, and making luxuries more accessible.

✈️ Q: Will travel become more affordable in an abundant future? A: Vacation land and travel become more accessible as abundance reduces costs of travel and accommodations, creating new job opportunities in the travel industry. ## Entertainment and Sports.

🏆 Q: How will abundance impact professional sports and gaming? A: Professional athletes and gamers will gain popularity and lucrative opportunities as more people afford tickets and subscriptions, creating new job opportunities in competitive fields. ## Economic Considerations.

Continue reading “Tesla Automation Could Create Wealth Beyond Imagination” | >

OpenAI CPO Reveals Coding Will Be Automated THIS YEAR, Future Jobs, 2025 AI Predictions & More!

In this insightful conversation with OpenAI’s CPO Kevin Weil, we discuss the rapid acceleration of AI and its implications. Kevin makes the shocking prediction that coding will be fully automated THIS YEAR, not by 2027, as others suggest. He explains how OpenAI’s models are already ranking among the world’s top programmers and shares his thoughts on Deep Research, GPT-4.5’s human-like qualities, the future of jobs, and the timeline for GPT-5. Don’t miss Kevin’s billion-dollar startup idea and his vision for how AI will transform education and democratize software creation.

00:00 — Summary.
01:21 — Introduction.
03:20 — Discussion on OpenAI being both a research and product company.
11:05 — Timeline for GPT-5
11:38 — AI model commoditization and maintaining competitive advantage.
15:09 — Deep Research capabilities.
24:22 — Coding automation prediction: THIS YEAR
30:05 — AI in creative work and design.
36:43 — Future of programming and engineers.
38:32 — Will AI create new job categories?
40:58 — Billion-dollar AI startup ideas.
46:27 — Voice interfaces and robotics.
49:28 — Closing thoughts.

CoreWeave Acquires AI Developer Platform Weights & Biases For Reported $1.7 Billion

In today’s AI news, CoreWeave has acquired AI developer platform Weights & Biases. According to The Information, CoreWeave spent $1.7 Billion on the transaction. Weights & Biases was valued at $1.25 Billion in 2023. The acquisition extends CoreWeave’s purpose-built cloud platform by enabling an end-to-end experience for customers, enhancing functionality for the world’s leading AI labs and enterprises to build, tune and deploy AI applications.

S Turing Award — often called the Nobel Prize of computer science — is going to Andrew Barto and Richard Sutton, the pioneers of a key approach that underlies much of today Then, a team of researchers at Zoom has developed a breakthrough technique that could dramatically reduce the cost and computational resources needed for AI systems to tackle complex reasoning problems, Chain of draft (CoD), enables large language models (LLMs) to solve problems with minimal words — using as little as 7.6% of the text required by current methods while maintaining or even improving accuracy.

And soon, all businesses will be able to use Meta’s AI to power live, 24/7 customer service that can interact with customers on behalf of businesses on Instagram, Facebook, and WhatsApp. Meta announced advancements in business AI—including the customer service AI agent that will make purchases and can respond to voice prompts from a user.

In videos, say goodbye to manual contract processing! IBM’s Brandon Swink explores how Generative AI, ECM, and Orchestration Hubs streamline document management and improve efficiency. Discover how these technologies transform your approach to complex documents.

And, in this episode of Top of Mind, Gartner Distinguished VP Analyst Daryl Plummer explores the emerging world of guardian agents — AI designed to monitor other AI. Learn how guardian agents will become critical for organizations deploying AI agents for quality control, system observation and security from rogue AI behavior.

Then, how far are we from a true one-person unicorn and what does this mean for the future of employment and capital? Panelists Benjamine Liu, Kanjun Qiu, Dan Murphy, Mitchell Green, Sarah Franklin, and Richard Socher discuss this engaging topic during the recent World Economic Forum in Davos.

S Julia Boorstin sitting down Clara Shih, Meta Thats all for today, but AI is moving fast — like, comment, follow, and subscribe for more Neural News!

Continue reading “CoreWeave Acquires AI Developer Platform Weights & Biases For Reported

In today’s AI news, CoreWeave has acquired AI developer platform Weights & Biases. According to The Information, CoreWeave spent $1.7 Billion on the transaction. Weights & Biases was valued at $1.25 Billion in 2023. The acquisition extends CoreWeave’s purpose-built cloud platform by enabling an end-to-end experience for customers, enhancing functionality for the world’s leading AI labs and enterprises to build, tune and deploy AI applications.

S Turing Award — often called the Nobel Prize of computer science — is going to Andrew Barto and Richard Sutton, the pioneers of a key approach that underlies much of today Then, a team of researchers at Zoom has developed a breakthrough technique that could dramatically reduce the cost and computational resources needed for AI systems to tackle complex reasoning problems, Chain of draft (CoD), enables large language models (LLMs) to solve problems with minimal words — using as little as 7.6% of the text required by current methods while maintaining or even improving accuracy.

And soon, all businesses will be able to use Meta’s AI to power live, 24/7 customer service that can interact with customers on behalf of businesses on Instagram, Facebook, and WhatsApp. Meta announced advancements in business AI—including the customer service AI agent that will make purchases and can respond to voice prompts from a user.

In videos, say goodbye to manual contract processing! IBM’s Brandon Swink explores how Generative AI, ECM, and Orchestration Hubs streamline document management and improve efficiency. Discover how these technologies transform your approach to complex documents.

And, in this episode of Top of Mind, Gartner Distinguished VP Analyst Daryl Plummer explores the emerging world of guardian agents — AI designed to monitor other AI. Learn how guardian agents will become critical for organizations deploying AI agents for quality control, system observation and security from rogue AI behavior.

Then, how far are we from a true one-person unicorn and what does this mean for the future of employment and capital? Panelists Benjamine Liu, Kanjun Qiu, Dan Murphy, Mitchell Green, Sarah Franklin, and Richard Socher discuss this engaging topic during the recent World Economic Forum in Davos.

S Julia Boorstin sitting down Clara Shih, Meta Thats all for today, but AI is moving fast — like, comment, follow, and subscribe for more Neural News!.7 Billion” | >

Focus on These AGI-Proof Areas | Nick Bostrom

Interview with Nick Bostrom on Deep Utopia.

I made this video as a fellow of the Cosmos Institute, a 501c3 academy for philosopher-builders.

Read the Cosmos Institute Substack ► https://bit.ly/3XK5T7k.

Follow Cosmos’ founder and my friend Brendan McCord on X ► https://bit.ly/3Y9pFLb.

You can read the full transcript here: https://www.johnathanbi.com/p/transcript-for-interview-with-…eep-utopia.

Companion Interviews:

Continue reading “Focus on These AGI-Proof Areas | Nick Bostrom” | >