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‘Need another technology leap for AI to start reasoning like humans’

Livemint

Livemint · 1y ago

‘Need another technology leap for AI to start reasoning like humans’

Daniel Dines, co-founder of UiPath, emphasizes the need for a breakthrough in generative artificial intelligence (GenAI) to develop human-like reasoning capability. GenAI is being used alongside robotic process automation (RPA) to enhance customer experience by automating tasks and processes. Dines highlights the importance of privacy, security, and governance in implementing GenAI and automation. He also discusses the need to re-skill or upskill employees being replaced by automation and suggests that the education system needs to adapt to the changing technological landscape. Dines advises aspiring entrepreneurs in the AI space to focus on creating value and conducting serious work in foundational models.

Related News

How To Build An AI Proof Career

Inc42 · 1y ago

How To Build An AI Proof Career

In 1985, India's government introduced policies accelerating computer adoption, sparking fears of job loss due to automation. This resistance led many to avoid adapting to new technology, leaving them unemployable by 2000. Today, we face another transformation with AI, which unlike computers, doesn't need human command and can perform many rote tasks. To thrive, humans must enhance their natural intelligence, focusing on skills like improvisation, intuitive thinking, storytelling, and an entrepreneurial mindset. These abilities, leveraging imagination, emotion, and adaptive decision-making, will help maintain an edge in a rapidly changing world. Click on "Source" to read more.

New study shows why simulated reasoning AI models don’t yet live up to their billing

Arstechnica

Arstechnica · 2m ago

New study shows why simulated reasoning AI models don’t yet live up to their billing

A recent study from ETH Zurich and INSAIT at Sofia University examined the limitations of simulated reasoning (SR) AI models in solving high-level mathematical proofs, like those in the 2025 US Math Olympiad. Despite solving routine math problems efficiently, these models scored below 5% on Olympiad tasks due to logical gaps and incorrect assumptions. This underscores the gap between pattern recognition and genuine reasoning, highlighting the need for improved AI training techniques and potential integration with symbolic reasoning systems.

Where does the rise of AI put incident responders?

Techradar

Techradar · 1y ago

Where does the rise of AI put incident responders?

The article discusses the integration of AI technologies, particularly generative AI (GenAI), in various industries. It emphasizes the need for humans and GenAI to work together, particularly in digital operations, to achieve optimal results. The author highlights the growing use of GenAI in development teams and the importance of human guidance to inform it with intuition and experience. The article also acknowledges the complexities and challenges AI can bring to technology stacks, emphasizing the need for skilled engineers and incident responders. It concludes that organizations must invest in the right skills and create a work environment that encourages collaboration between humans and AI.

Bill Gates says AI won't magically solve problems that humans aren't already good at

Business Insider

Business Insider · 1y ago

Bill Gates says AI won't magically solve problems that humans aren't already good at

Bill Gates, a leading advocate for AI, acknowledges the strengths and weaknesses of the technology. He highlights its game-changing potential in sectors like pharmaceuticals and agriculture but acknowledges that it struggles with certain tasks that humans find easier. Gates emphasizes the need for data that embodies expertise, stating that AI can enhance forecasting models but won't solve all complex problems like human happiness. He also mentions AI's inability to check answers in complex math problems. Despite these limitations, Gates remains optimistic about the potential benefits of AI for humanity.

India well positioned to leap ahead of developed worlds with AI: Sundar Pichai

Livemint

Livemint · 1y ago

India well positioned to leap ahead of developed worlds with AI: Sundar Pichai

India has the potential to shape the future of artificial intelligence (AI) and influence global AI development, according to Sundar Pichai, CEO of Google and Alphabet. He believes that technology shifts are opportunities for emerging countries like India to catch up and leap ahead. Pichai also acknowledged India's significant user base for Google products and pledged to bring AI tools to the country. He stressed the importance of addressing deepfakes and misinformation, stating that Google has made election integrity a top priority. Pichai also emphasized the need for diverse perspectives and involvement in AI development beyond just engineers.

Is there a Duolingo for computer language?

The Verge

The Verge · 21d ago

Is there a Duolingo for computer language?

In a video by YouTuber @xiaomanyc, the idea is presented that learning to speak hexadecimal might become essential as AI continues to evolve. This humorous concept parallels the idea of a "Duolingo for computer language," suggesting that as AI technology advances, humans may need to adapt linguistically to communicate effectively with AI systems.

Researchers open source Sky-T1, a 'reasoning' AI model that can be trained for less than $450 | TechCrunch

TechCrunch · 6m ago

Researchers open source Sky-T1, a 'reasoning' AI model that can be trained for less than $450 | TechCrunch

NovaSky researchers from UC Berkeley’s Sky Computing Lab have launched Sky-T1-32B-Preview, an open-source reasoning AI model developed for under $450, showcasing that high-level reasoning can now be achieved affordably. This model draws on synthetic data and another reasoning model for training data generation, marking a significant cost reduction from past models, which often cost millions. Sky-T1 performs well in complex math and coding tasks but is slightly behind in science-related queries compared to OpenAI's models.

The fine art of human prompt engineering: How to talk to a person like ChatGPT

Arstechnica

Arstechnica · 1y ago

The fine art of human prompt engineering: How to talk to a person like ChatGPT

This article discusses the concept of human prompt engineering, which involves effectively instructing humans to generate meaningful responses, similar to how AI language models work. By crafting specific prompts, humans can provide context and draw upon their training and knowledge to generate accurate and creative outputs. The article explores how human language models process information, their black-box nature, and their abilities in few-shot and zero-shot learning, as well as common sense reasoning and open-ended text generation tasks.

The Chatbots Are Now Talking to Each Other

Wired · 1y ago

The Chatbots Are Now Talking to Each Other

Their is an increasing use of artificial intelligence (AI) chatbots, specifically synthetic humans, in various industries. These chatbots, powered by machine learning technology, can assume personas and engage in conversations with humans and other chatbots. Companies like Fantasy use them to generate new product ideas and gather insights from focus groups. Additionally, simulated societies of AI agents, powered by language models like GPT-4, have been created to observe social behavior. However, experts caution that the anthropomorphization of AI can have both powerful and problematic consequences.

From K-pop to sales girls, AI goes mainstream in South Korea

Economic Times

Economic Times · 1y ago

From K-pop to sales girls, AI goes mainstream in South Korea

AI humans are becoming mainstream in South Korea, with virtual humans being created by Pulse9 for various purposes. These digital creations have appeared as students, interns, and TV personalities, driving product sellouts. Pulse9 aims to expand the use of AI humans and is developing technology to make them more versatile. The demand for AI humans in South Korea initially came from the K-pop industry, but now these virtual beings are being integrated into society as colleagues and friends. However, the use of deepfakes raises concerns about the blurring of reality and authenticity.

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