Okay. Have you ever been so sure of something only to later realize that you might have been wrong. It might be like a fact that you believed your entire life only for you to find out that it was just a myth.It's a humbling experience, isn't it. Now, I would like to ask you all to imagine a cup. A cup so full of water that it can't hold another drop.Now imagine this to be your mind with all your beliefs, assumptions and habits with no room for change. With no room to grow, with no room for anything new to d ...

Hello everyone. Sorry for the delay. So I was working on my TEDex speech when my mom barged in demanding to see an update on it because I'd exceeded the due line.Uh she said for me the problem is my notes were scattered across the Google Docs randomly. When she saw the chaos of my screen, she froze. Literally, she just stood there unmoving, staring at my screen like it had done the worst crime imaginable.When she finally spoke, she said, "What is this, Anaga? Where is your pen and paper? Why haven't you wri ...

Good morning everyone. My name is Marina. I want to start by asking you all a simple question.When was the last time you were truly at rest. Not just taking a break, but actually feeling at peace without guilt, without stress, or thinking about the next thing on your to-do list. Now, imagine this.Imagine you're running a race, but you've forgotten the finish line. You're darting, sweating, pushing beyond your limits, but you just can't seem to see that finish line. It feels like the track just keeps extendi ...

Good morning, ladies and gentlemen. I want you to consider that the greatest obstacle to your growth may not be what you don't know, but what you think you already know. Today, I'm here to talk about something that is as ancient as it is revolutionary, as challenging as it is liberating, and as personal as it is universal.Join me as I uncover the art of unlearning. Let me start by telling you a short story. When I was 12, my grandmother handed me a small red cloth pouch.Inside this pouch was not just fabric ...

Core Concept - Unlearning is not about erasing knowledge, but questioning, rethinking, and sometimes replacing what was thought to be true [5] - Unlearning creates space to grow, challenge old beliefs, and imagine new possibilities [17] - Letting go of old beliefs helps in learning new things and can lead to amazing outcomes [17] Practical Application - Adapting to new grading systems requires unlearning old approaches to improve performance [6][9] - Unlearning limiting beliefs opens up new possibilities and helps face challenges with confidence [14] - Removing old habits or beliefs that no longer serve a purpose makes space for new ones [13] Illustrative Examples - Steve Jobs unlearned old perspectives after being ousted from Apple, leading to the creation of Next and Pixar, and ultimately improving Apple [15][16][17] - The concept of drawing a tree differently challenges deeply ingrained perceptions and demonstrates the power of unlearning [10][11]

How many of you have faced setbacks in your life. Yeah, a lot of you, right. And when you did, who was the one that you most disappointed.Was it yourself. Yes. And why is that.Because we have expectations of ourselves. Right. So few weeks ago, this is what my daughter told me.She said, I'm not able to leave live up to the expectations of my that I have for myself. And that got me thinking. So because I'm sure I have faced this a lot in my life that I was not able to live up to my own expectations.And so thi ...

Picture [Applause] this. You are stepping into the chemistry lab. You want to do an experiment and enthusiasm is gushing into your veins.You mix the chemicals expecting for a perfect reaction. and you realize that experiment fails, it doesn't work. Now what do you do.You have two options. You either repeat the same experiment with the same procedure expecting for a different result or do you rethink your approach and try again. This isn't just science.This is life. This is unlearning. Ladies and gentlemen, ...

Core Insights - Beamr Imaging Ltd. is advancing its video optimization technology for the autonomous vehicles market, following successful initial launches [1][4] - The company has conducted multiple Proof of Concepts (PoCs) with autonomous vehicle system developers, validating its technology's effectiveness [2][4] - Beamr's technology allows for significant video data savings of 20%-50% during the training of machine learning models for autonomous vehicles without compromising quality [3][4] Company Overview - Beamr is recognized as a leader in content-adaptive video compression, with a strong client base including major media companies like Netflix and Paramount [5] - The company's technology, backed by 53 patents and an Emmy® Award, can reduce video file sizes by up to 50% while maintaining quality [5] - Beamr's solutions are applicable across various high-growth markets, including media and entertainment, user-generated content, machine learning, and autonomous vehicles [6] Market Context - The autonomous vehicle industry generates vast amounts of video data, with a single vehicle producing terabytes daily and requiring tens to hundreds of petabytes for model training [4] - Managing this data efficiently poses significant challenges, necessitating substantial infrastructure investment [4] - Beamr's technology addresses these challenges by enabling efficient video workflows and reducing storage costs [6]

Core Insights - OpenAI has launched ChatGPT Agent, an AI system capable of autonomously executing complex tasks, moving beyond simple dialogue to perform a range of functions including searching, filtering, and executing tasks [1][19] - The ChatGPT Agent integrates multiple tools, including a terminal, text browser, and visual browser, creating a comprehensive intelligent system that can operate like a controlled remote virtual operating system [1][2] Functionality and Capabilities - The ChatGPT Agent features three core components: a text browser for information processing, a visual browser for interface interaction, and a terminal for executing code and generating complex files [2][4] - The collaborative capabilities of these components enable a complete "perception-decision-execution" workflow, significantly enhancing task efficiency compared to human processing [6][8] Performance Metrics - ChatGPT Agent has demonstrated superior execution capabilities, achieving a score of 41.6% in the "Humanities Last Exam," nearly double that of models without tools [11] - In the WebArena assessment, the Agent's scores are approaching human levels, and it achieved a score of 45.5% in the SpreadsheetBench evaluation, indicating a twofold improvement over GPT-4o [14] - The Agent outperformed all previous state-of-the-art models in the DSBench test, showcasing its strength in real-world data analysis tasks [16][17] Integration of Previous Products - ChatGPT Agent represents the integration of OpenAI's Operator and Deep Research products, combining execution and content analysis capabilities into a unified model [17][18] - The development process involved reinforcement learning to teach the model effective tool usage, enhancing its operational intelligence [18] Future Implications - The introduction of ChatGPT Agent signifies a shift in AI's role from an assistant to an agent capable of executing tasks autonomously, marking a potential evolution in human-AI collaboration [19] - OpenAI plans to extend these capabilities to various service tiers, indicating a strategy to democratize access to advanced AI functionalities and expand its influence in the large model landscape [19]

OPINION: 🔥 Startups are making rapid progress in building decentralized pre-training and post-training machine learning.Can they compete with centralized companies long-term?@jbrukh is optimistic.https://t.co/zxvHEzZxkC ...