Google Public Policy’s Post

AI now beats humans at basic tasks - at what monetary, societal, and energy cost? Are we using a sledgehammer on a pin? How can we use AI to augment rather than to duplicate human capabilities? How can we make AI more cost effective, equitable, and energy efficient?

What impact do advanced AI systems have on power dynamics in society, the economy, and organisations? As we explore this question, we draw insights from Jeremy Heimans and Henry Timms OBE from their Harvard Business Review article, "Leading in a World Where AI Wields Power of Its Own." They highlight AI's autonomy and its transformative role in decision-making. As we think about AI's future, Trendtracker stands out as a guide through tomorrow's complexities. However, we believe in blending AI with human intelligence in decision-making. The real magic happens when technology and human smarts team up. Let's chat about how we can make that happen: https://lnkd.in/eWYu_DTq And also, happy reading! ⤵️ #AI #HarvardBusinessReview #Trendtracker

This short essay examines how AI and machine learning revolutionize human interactions, transform emotional responses, and integrate complex sensory perceptions, sparking philosophical and ethical debates.

AI can provide data, identify patterns and suggest solutions, but it doesn’t inherently generate the kind of imaginative questions that drive breakthrough discoveries. It's the human mind, with its capacity for abstraction and intuition, that transforms AI outputs into meaningful scientific insights. It’s the human ability to think beyond conventional boundaries, adapt dynamically, and generate novel ideas that allows AI to reach its highest potential.

Imagine if our AI tools could think before they speak. 💬 Meta AI’s latest research, focusing on Thought Preference Optimization (TPO), is pushing us closer to that future. This technique could help large language models (LLMs) reason through problems before they respond, mimicking the way we humans pause to consider different angles before making decisions. The goal? To build models that aren’t just good at generating text but can actually "reason" in ways that feel intentional and strategic. Similar to OpenAI's o1 model. TPO could open new doors in generative AI by creating LLMs capable of more sophisticated planning and problem-solving. As research advances, we’re looking at a future where AI becomes a true collaborator in complex decision-making, helping us tackle challenges with a level of insight that goes beyond surface-level responses. Where do you think AI-powered reasoning will have the biggest impact in the coming years? #ArtificialIntelligence #MetaAI #GenerativeAI #LLM #Innovation #FutureOfAI

Let's dive into the fascinating world of AI-powered tools and how they're revolutionizing the way we work, play, and interact with the world around us! Imagine having a super-smart assistant that not only learns from past experiences but also adapts to change seamlessly. That's the power of AI in action! These tools aren't just static programs; they're dynamic learners, constantly evolving and improving based on the data they gather. The landscape of artificial intelligence is rapidly evolving, propelled by emerging trends and cutting-edge language models like Cohere, Claude, GPT-4, and Gemini Pro. These advanced LLMs are spearheading a new era of AI-driven innovation, powering everything from natural language processing to image recognition. With model building becoming increasingly sophisticated, leveraging the capabilities of these LLMs alongside Generation AI in the cloud is revolutionizing the way we develop AI solutions. Through collaborative efforts and the refinement of model-building mechanisms, we're unlocking unprecedented potential, paving the way for a future where AI seamlessly integrates into every facet of our lives, driving progress and transformation at an unprecedented pace. And let's not forget about efficiency! By automating repetitive tasks and streamlining processes, AI tools free up valuable time and brainpower for more creative and strategic endeavors. It's like having a supercharged productivity booster at your fingertips! But of course, with great power comes great responsibility. As we embrace AI in our lives and work, it's crucial to prioritize ethical considerations and ensure that these tools are used in ways that benefit society as a whole. So, here's to the amazing potential of AI-powered tools and the exciting possibilities they bring to the table. With their ability to learn, adapt, and collaborate, the future is looking brighter than ever! Know more about us: www.innovect.com #AIFuture #Innovation #futureofinnovation #genai #innovecture

While Generative AI (#GenAI) has the potential to revolutionize our ways of working, it comes with its own set of risks. With the right guiding principles — including purposeful design, agile governance and vigilant supervision — this #technology can positively impact the future of business. Here’s an insightful piece that discusses how to build a more responsible approach to AI, the challenges one might face and the guiding principles that can prove useful. #Betterworkingworld

Take a moment and think — When did you last value your intuition over a machine's suggestion? Have you ever wondered what AI cannot do? Read this article by our Co-Founder and CSO Opher Brayer, and you will get the answers that might reveal more about us than about machines. 💡 #generativeai #humanintuition #cognitivedependency #futureofwork #ethicalai #improai

Our new whitepaper is out: "UNLOCK AI'S POTENTIAL WITH PROMPT ENGINEERING". In the world of #AI, conversation matters most. Learn how carefully crafting prompts boosts accuracy and keeps users engaged. Discover how to make the most of large language models with tips on customization and evaluation. Let's make AI interactions even better! #AI #PromptDesign #SoftServe #LLM

https://lnkd.in/gZbz5udy Is AI Outpacing Human Creativity? A recent study published in Nature highlights a fascinating insight: AI chatbots are now, on average, outperforming humans in one of the most common tests of creative thinking (AUT). While the best human thinkers can still compete with AI, the gap is closing fast, with technology advancing at a rapid pace. What’s even more intriguing? The study found that AI-generated ideas tend to maintain a higher quality overall, free from the “poor-quality” ideas often produced by humans. Checkout the conclusion section of this study. Its super interesting to say the least.