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COSMOS

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New data from NASA’s Juno mission shows winds beneath Jupiter and Io surfaces

  • NASA's Juno mission has provided new data showing winds beneath the surface of Jupiter and its moon Io.
  • Using Juno's microwave radiometer (MWR), the mission team discovered evidence of still-warm magma below Io's cooled crust.
  • Juno also measured Jupiter's atmospheric temperature and found the north polar cap to be about 11°C cooler than surrounding areas with winds exceeding 160 km/h.
  • The spacecraft tracked massive cyclones on Jupiter, including a central cyclone at the north pole and eight surrounding cyclones that interact and oscillate around the pole.

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Unite

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Gemini Robotics: AI Reasoning Meets the Physical World

  • Gemini Robotics is Google's suite of models developed to integrate advanced AI reasoning with the physical world through robotics.
  • Built on Gemini 2.0, Gemini Robotics enables robots to execute complex tasks by combining Vision-Language-Action (VLA) capabilities.
  • The models excel at generalizing tasks, adapting to varying environments, and handling unforeseen challenges without extensive retraining.
  • Embodied reasoning in Gemini Robotics bridges the gap between digital reasoning and physical interaction, enhancing robots' understanding of the real world.
  • Key components of embodied reasoning include object detection, grasp prediction, 3D understanding, and dexterity for fine motor skills.
  • Gemini Robotics exhibits advanced dexterity for tasks like folding clothes and adapts to new tasks with few-shot learning and novel robot embodiments.
  • The models boast zero-shot control through code generation and can rapidly adapt to new tasks in changing environments.
  • Gemini Robotics has diverse applications in industries like manufacturing, caregiving, and entertainment, promising a future of versatile and capable robots.
  • By combining AI reasoning with physical interaction, Gemini Robotics represents a significant advancement in the field of robotics.
  • The suite's features like zero-shot control and few-shot learning pave the way for robots to play integral roles in various sectors, reshaping the future of robotics.

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Unite

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AI Doesn’t Necessarily Give Better Answers If You’re Polite

  • Public opinion on being polite to AI fluctuates, with users increasingly using 'please' and 'thank you' partly believing it leads to better results.
  • Research indicates that polite prompts can positively affect language models, leading to clearer responses and fewer refusals.
  • However, a study challenges the belief that politeness delays language model output degradation, stating its impact is minimal.
  • Polite terms are said to be unrelated to the prompt’s main topic, and as such, have little influence on model behavior.
  • The tipping point for language model output degradation is determined by the alignment of meaningful tokens, not polite language.
  • The study presents a mathematical framework predicting when a model's output transitions to misleading content, unaffected by politeness.
  • Politeness terms are likened to statistical noise within language model functioning, with minimal impact on output quality.
  • The model's directional pull towards good or bad outputs depends on token alignment, not the politeness of the user's prompt.
  • The study suggests politeness might not have a significant effect on AI behavior and highlights the importance of prompt tokens.
  • While further research is needed on complex models, the paper's theory challenges the idea that politeness significantly influences AI responses.

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The Robot Report

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Your guide to Day 1 of the 2025 Robotics Summit & Expo

  • The Robotics Summit & Expo is set to bring together over 5,000 developers across various sectors like aerospace, defense, healthcare, logistics, and manufacturing.
  • Keynote speakers for Day 1 include Aaron Saunders from Boston Dynamics discussing the new electric Atlas humanoid and James Kuffner from Symbotic presenting on intelligent automated logistics.
  • Breakout sessions on Day 1 cover topics such as global robotics business, automation's impact on warehouses, robotic navigation, and raising capital in robotics.
  • Engineering Theater sessions focus on stability in bipedal robots, software-defined robotics, robotic hands, vibration management, tactile sensors, and smarter automation.
  • Attendees can network at the expo hall, enjoy a tailgate with free drinks, and participate in the Robotics Mix & Mingle Reception and the RBR50 Robotics Innovation Awards Reception & Gala.
  • The Robotics Summit App is available for attendees to plan their schedules, connect with others, and access event details.

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Livescience

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Robots: Facts about machines that can walk, talk or do tasks that humans can't (or won't)

  • Robots are machines that can automatically perform both simple and complex actions, including manufacturing, cleaning, and customer service tasks.
  • Robots come in various forms, such as industrial robots, collaborative robots, service robots, and humanoid robots designed for specific purposes.
  • Interesting robot facts include the origins of the word 'robot', the first and largest humanoid robots, and the most powerful robot arm called Titan.
  • AI plays a significant role in enabling robots to learn, interact, and respond intelligently to their environment, enhancing their autonomy.
  • Sophia and Atlas are among the most advanced robots capable of realistic conversations and agile movements like running and backflips.
  • Robots have diverse applications, from healthcare and surgery to space exploration, with some like Voyager 1 being the most distant man-made object in the universe.
  • Despite concerns about job displacement, robots offer benefits like performing dangerous tasks and assisting in various activities to improve human life.
  • Popular robots include Sophia, Spot, and R2-D2 from 'Star Wars', showcasing the integration of robots in both real-world and fictional settings.
  • Generative AI helps robots understand and respond to questions, demonstrating advancements in human-machine interactions.
  • Robots continue to evolve, with creations like Ameca, the most human-like robot, and innovative designs that enhance functionality and human-like characteristics.

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Insider

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Elon Musk needs a 'Tim Cook' to run Tesla

  • Elon Musk's focus has shifted from EVs to AI, robotics, and politics, leaving Tesla's core business untethered.
  • A 'Tim Cook-style' CEO could potentially take Tesla operations to new heights, similar to Apple's post-Jobs success.
  • There has been a debated 'open letter' from disgruntled Tesla employees urging Musk to step down as CEO.
  • Musk's pursuit of AI, autonomous vehicles, and robots indicates a deviation from traditional EV manufacturing.
  • Apple's Tim Cook exemplifies turning existing products better and generating significant shareholder value.
  • Cook's focus on iterating Apple's products has led to the company's immense growth and $3.2 trillion valuation.
  • Tesla may be at a crucial moment where a new CEO could handle the core EV business while Musk focuses on innovative projects.
  • Potential candidates to replace Musk as CEO include Omead Afshar, known for previously running Tesla's manufacturing operation.
  • The comparison between Apple's evolution under Tim Cook and the potential direction for Tesla highlights opportunities for growth.
  • By optimizing existing operations, Tesla could potentially navigate challenges and enhance its brand reputation.

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TechCrunch

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Figure AI sent cease-and-desist letters to secondary markets brokers

  • Robotics startup Figure AI sent cease-and-desist letters to brokers running secondary marketplaces marketing the company's stock.
  • Figure AI took action after reports of seeking a $1.5 billion round at a $39.5 billion valuation emerged, aiming to prevent unauthorized trading of its shares.
  • Secondary markets offer ways for investors to access cash from shares before an IPO, but Figure AI restricts unauthorized trading without board approval.
  • There are speculations that some CEOs, including Figure AI, disapprove of secondary market share sales due to potential competition with new rounds and pricing concerns.

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Macdailynews

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U.S. Commerce Secretary Lutnick: Assembling iPhones in America hinges on robots

  • Apple CEO Tim Cook is interested in bringing iPhone manufacturing to the United States, but it depends on advanced robotics.
  • Lutnick's comments suggest that robotic automation could help maintain competitive costs while avoiding inflated prices due to tariffs.
  • Apple's focus on robotics in manufacturing could reshape its supply chain, but the impact on job creation is uncertain.
  • Apple has begun production in new iPhone factories in India as part of efforts to diversify from China amid trade tensions.

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Unite

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It’s Not About What AI Can Do for Us, But What We Can Do for AI

  • AI is often viewed as serving humans, but the relationship should be more collaborative for improved outcomes.
  • Humans can enhance AI's capabilities by providing better reasoning frameworks and quality data.
  • A symbiotic relationship between man and machine is essential for more meaningful collaboration in AI.
  • Current AI models struggle with reasoning, data quality, and understanding nuanced concepts like trust and value exchange.
  • Human assistance is crucial in training AI systems to recognize patterns and understand meaningful contexts.
  • Curating higher-quality datasets and ethical sourcing are needed to improve AI's performance.
  • Bridging the trust gap involves arming AI with human values and mechanisms to understand stakeholder relationships.
  • AI should augment human abilities rather than replace them, with humans providing creative direction and ethical oversight.
  • Ensuring trust and transparency in AI systems is essential for mainstream adoption and quality outcomes.
  • The focus should be on developing verifiable relationships, quality data sources, and precise systems for AI advancement.

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Unite

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Kieran Norton, Deloitte’s US Cyber AI & Automation leader – Interview Series

  • Kieran Norton is the US Cyber AI & Automation Leader at Deloitte, with 25 years of experience in cybersecurity and technology risk management.
  • He leads AI transformation efforts, helping clients enhance cyber capabilities and adopt AI technologies while managing associated risks.
  • New categories of cybersecurity threats emerge with autonomous AI agents, leading to challenges in maintaining control and visibility.
  • Data poisoning attacks in AI training pipelines pose risks, requiring preventive strategies like data validation and model trust assessments.
  • Malicious actors can manipulate AI models post-deployment via API access, memory manipulation, and prompt injection, necessitating early detection methods.
  • Traditional cybersecurity frameworks may fall short in addressing AI system risks, requiring updated processes and controls to protect against new threats.
  • Cybersecurity strategies for organizations deploying generative AI should include readiness assessments, AI governance, trusted AI architecture, and enhanced SDLC.
  • AI firewalls monitor and control AI system inputs and outputs to prevent misuse, protecting data and ensuring responsible AI behavior.
  • Model communication protocol is an emerging framework for AI model exchange, and AI is transforming threat detection and response with advanced AI/ML models.
  • The relationship between AI and cybersecurity will evolve over the next few years, offering both opportunities for improvement and new challenges in defense.

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Unite

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Navigating the Conversational AI Wave: A Playbook for Executives Looking to Stay Ahead

  • Conversational AI is a rapidly growing field, forecasted to reach over $31.9 billion in revenue by 2028 according to IDC.
  • It goes beyond chatbots and voice assistants, using NLU and machine learning to engage in more dynamic interactions.
  • Conversational AI integrates deeply with business systems, supports multilingual interactions, and drives outcomes rather than just providing answers.
  • Industries like retail, healthcare, and finance have embraced conversational AI, with examples like Bank of America's Erica showcasing its effectiveness.
  • Some industries, like automotive and supply chain, are now adopting conversational AI, while others such as education and legal services lag behind.
  • Executives are advised to take a hybrid approach, using Conversational AI to amplify human capabilities rather than replace jobs.
  • The future of human-machine interaction is likely through voice interfaces, making conversational AI a key technology for businesses to adopt.
  • Executives need to lead the shift towards conversational AI to ensure they do not get left behind by the evolving technology landscape.
  • Conversational AI should be seen as a tool to enhance human roles, not replace them, by recognizing limitations and involving human experts in the learning process.
  • The time to embrace conversational AI is now, as it is becoming the primary interface for interactions between humans and machines in various industries.
  • Businesses that embrace conversational AI strategically are likely to see improved efficiency, customer experience, and operational scale.

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The Robot Report

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Elmo Motion Control presents technology innovations at upcoming shows

  • Elmo Motion Control will showcase its Titanium Maestro motion controller at the 2025 Robotics Summit & Expo on April 30 and May 1.
  • The Titanium Maestro is designed to meet the needs of machine builders requiring high performance, speed, accuracy, and robustness in demanding applications.
  • Elmo will also feature its Platinum product line with functional safety and offer a preview of the future Titanium multi-axis servo drives at the upcoming shows.
  • The company, known for its motion control technology leadership, will demonstrate its capabilities through three live demos showcasing seamless integration and superior performance.

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