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Medium

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HardTech Reads: The AI & Robotics Revolution vol.34

  • 1930s Japan's steel humanoid robot resurfaces in history books, while Waymo expands to San Jose, Houston, and more cities.
  • U.S. factory output decreases for the 3rd consecutive month, posing a potential risk of recession.
  • China's rare earth export freeze disrupts global EV production lines, impacting industries like robotics and defense.
  • The Congressional Robotics Caucus reemerges in Washington to drive U.S. competitiveness and focus on ethics, education, and R&D.
  • Amazon tests humanoid robots for package delivery, aiming to revolutionize the delivery industry.
  • Walmart and Wing collaborate to launch drone delivery services in over 100 U.S. stores, marking a significant scaling phase.
  • Various AI and robotics companies secure substantial funding to advance technologies in construction, marine autonomy, and workforce tools.
  • Impulse Space secures $300M Series C for in-space mobility, while Walmart and Wing expand drone delivery services across U.S. stores.
  • The HardTech Jobs Board highlights job opportunities in companies like Figure, SpaceX, Boston Dynamics, and more.
  • Upcoming events in the AI and robotics sector include tech summits, hackathons, and conferences worldwide.

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Unite

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Why Meta’s Biggest AI Bet Isn’t on Models—It’s on Data

  • Meta's $10 billion investment in Scale AI indicates a strategic shift towards prioritizing data over AI models in the tech industry.
  • Scale AI's revenue growth has surged, reaching from $870 million to $2 billion in a year, with a valuation trajectory of $7 billion to $13.8 billion.
  • Meta aims to secure exclusive datasets to gain a competitive edge post the underwhelming response to Llama 4.
  • Scale AI is positioned as a data foundry, emphasizing high-quality data pipelines for AI training through a hybrid automation-human expertise model.
  • Meta's focus on data infrastructure control rather than model sophistication sets it apart from competitors like Microsoft and OpenAI.
  • The partnership between Meta and Scale AI extends to government projects like Defense Llama, bridging commercial AI with national security developments.
  • Meta's investment challenges the dominant Microsoft-OpenAI partnership model, emphasizing foundational data infrastructure control over model collaborations.
  • Scale AI's revenue growth and valuation signify the market demand for professional AI data services and the strategic importance of data infrastructure.
  • Meta's investment suggests a trend of vertical integration in AI infrastructure, emphasizing the significance of data quality and model alignment services.
  • This strategic pivot towards data infrastructure control signifies the beginning of a 'data wars' era, where high-quality datasets are key to AI leadership.

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Medium

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Developing artificial intelligence to help treat diseases

  • The future of healthcare involves implementing artificial intelligence into primary medical consultation centers like local pharmacies.
  • A human-like robot at the pharmacy would provide preliminary diagnoses, suggest medication, print detailed usage instructions, and offer tips for better recovery based on input from patients.
  • AI would be programmed to ensure precision diagnosis, offer empathetic phrases, handle emergencies responsibly, mitigate errors, maintain organizational and legal accountability, prioritize security and privacy, and continuously update medical information.
  • The AI pharmacy robot aims to provide a user-friendly design for trust and comfort, advanced diagnostic capabilities, and build public trust over time through continuous development and improvement.

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The Robot Report

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HEBI Robotics gets SBIR grant to develop hardware for hazardous environments

  • HEBI Robotics received a $250,000 Small Business Innovation Research (SBIR) grant from the U.S. Army to develop hardware for hazardous environments.
  • The company plans to create modular building blocks and tools to reduce the time and expense for building full robots certified for hazardous workspaces.
  • The grant will enable HEBI Robotics to develop Class I, Division 1-certified robots capable of operating in environments with explosive and volatile materials.
  • If successful, this project could lead to further collaboration and expanded funding for full-scale production, with the aim to enhance safety in military and industrial applications.

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Unite

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AI Liability Insurance: The Next Step in Safeguarding Businesses from AI Failures

  • AI is crucial for many businesses, but it poses unique risks that traditional insurance does not cover adequately.
  • AI failures can lead to costly lawsuits, fines, and reputational damage, highlighting the need for AI liability insurance.
  • AI liability insurance addresses financial and legal issues arising from AI failures, biases, and errors.
  • The rise of AI in various industries has increased the demand for AI liability insurance to manage new risks.
  • AI risks include hallucinations, model drift, data poisoning, privacy concerns, and ethical issues.
  • Real-world cases demonstrate the legal, financial, and reputational consequences of AI failures.
  • AI liability insurance covers failures, misleading outputs, data breaches, fines, and legal costs related to AI.
  • Insurance companies like Coalition, Relm, Munich Re, AXA XL, and Chaucer Group offer AI liability products to meet evolving needs.
  • Financial protection, legal defense coverage, customization options, and regulatory compliance are key features of AI liability insurance.
  • Businesses in healthcare, finance, autonomous vehicles, marketing, and cybersecurity are advised to consider AI liability insurance to mitigate risks.

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Livescience

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Robots run out of energy long before they run out of work to do — feeding them could change that

  • Robots, despite their agility and efficiency, still struggle with endurance due to energy limitations, often running out of power before completing tasks.
  • Current mobile robots rely on lithium-ion batteries, which have slow performance improvements, hindering their endurance capabilities.
  • To match the endurance of animals like sled dogs, robots would need batteries dozens of times more powerful than current lithium-ion ones.
  • Fast charging and energy harvesting methods like solar power have limitations in meeting the energy demands of highly mobile robots.
  • New battery chemistries such as lithium-sulfur offer higher energy densities, but face challenges like degradation over time and difficulties in real-world applications.
  • Researchers are exploring the concept of 'robotic metabolism' where robots could 'eat' high-energy materials like aluminum to generate electricity, mimicking how animals convert food into energy.
  • By developing synthetic metabolisms and fluid-based energy systems inspired by biological systems, robots could potentially operate for longer durations and be more adaptable and lifelike.
  • For robots to work effectively alongside humans in various roles, improving their endurance through innovative energy solutions is essential.
  • Enhancing robots' energy systems is crucial for their ability to perform tasks in disaster zones, farms, warehouses, hospitals, and other settings requiring sustained activity.
  • Building robots with synthetic metabolisms could not only increase their endurance but also make them more resilient and capable of self-regulation and self-repair.
  • Innovations in energy technologies and approaches could lead to robots that are not only intelligent and agile but also have the stamina to operate effectively over extended periods.

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The Robot Report

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Saildrone, Meta complete robotic deep-water cable route survey

  • Saildrone Inc., in partnership with Meta, completed a deep-water cable route survey using the 20-m uncrewed surface vehicle, Saildrone Surveyor.
  • The demonstration showed that autonomous platforms can provide data quality comparable to traditional crewed survey vessels while reducing risk and cost.
  • The 26-day survey in the North Atlantic mapped over 4,500 km of seabed with exceptional accuracy and without outside assistance.
  • The success of the mission opens the door for wider adoption of USVs in various industries and highlights the sustainable advantages of uncrewed systems.

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The Robot Report

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Wandercraft unveils Calvin, new industrial humanoid, and Renault partnership

  • French robotics company Wandercraft, known for its exoskeletons, unveiled its first humanoid robot called Calvin designed for industrial use.
  • Renault has made a minority investment in Wandercraft, aiming to develop Calvin as part of next-generation robots for industrial applications to enhance productivity and reduce worker strain.
  • Wandercraft's primary product is the Atalante X exoskeleton, used for rehabilitation purposes, and they have also introduced the Personal Exoskeleton for personal, everyday use.
  • Renault's partnership with Wandercraft will help in commercializing robots and exoskeletons, enabling the introduction of new business opportunities and technologies in the field of robotics.

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TechCrunch

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Tesla’s Optimus robot VP is reportedly leaving the company

  • Milan Kovac, the head of Tesla's Optimus humanoid robot program, is reportedly leaving the company.
  • Tesla CEO Elon Musk aims to have 'thousands' of Optimus robots in their factories by the end of the year and scale up production rapidly.
  • Kovac, who has been at Tesla for nearly 10 years, played a significant role in leading the development of Optimus since 2022.
  • Ashok Elluswamy, the vice president of Tesla's AI software division, is set to take over the Optimus project following Kovac's departure.

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Unite

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Building Confidence in AI: Training Programs Help Close Knowledge Gaps

  • Despite AI reshaping the workforce rapidly, only 12% of workers received AI-related training in the past year, leading to uncertainty and job impact concerns.
  • AI is meant to augment, not replace, employee skill sets, focusing on enhancing productivity and competitiveness.
  • Employees require proper training to understand AI to avoid issues like data privacy concerns, bias, and inaccuracies.
  • Upskilling and cross-skilling are vital to help employees adapt to AI and unlock its full potential.
  • Upskilling strengthens existing skills, while cross-skilling develops new skills applicable across functions, both essential in AI adoption.
  • Training employees in AI boosts engagement, satisfaction, and helps in retaining top talent in a competitive market.
  • 79% of learning and development professionals believe reskilling current employees is more cost-effective than hiring new ones in the age of AI.
  • To start upskilling and cross-skilling, organizations can assess current skillsets, set attainable goals, rethink learning formats, prioritize responsible AI, and monitor progress.
  • Employees are key to the success of AI implementation, and having a foundation of AI knowledge benefits both career growth and organizational success.
  • Focusing on upskilling and cross-skilling to create an AI-centric culture can lead to improved engagement, talent retention, and competitive advantage.

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Unite

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When Your AI Invents Facts: The Enterprise Risk No Leader Can Ignore

  • Generative AI models often hallucinate, leading to incorrect information and a lack of self-awareness about errors in legal and academic domains.
  • AI-generated content has been linked to increased risks in finance, such as disinformation leading to potential bank runs.
  • Misinformation and disinformation, propelled by AI, are highlighted as top global risks in the World Economic Forum Global Risks Report.
  • Studies show a wide range of hallucination rates in AI models, emphasizing the need for caution and thorough evaluation prior to enterprise adoption.
  • AI's potential for generating fake content poses risks of market crises, political instability, and fraud, as evidenced by instances like the G20's Financial Stability Board flagging generative AI as a vector for disinformation.
  • Enterprises should approach AI adoption with caution, particularly in regulated industries, as errors from AI-generated content could have severe consequences.
  • Companies focusing on building enterprise-safe AI models prioritize transparency, explainability, and traceability to mitigate risks associated with hallucinations in AI outputs.
  • The EU's AI Act sets standards for regulating high-risk domains like justice and healthcare to ensure AI accountability through documentation, testing, and explainability.
  • An accountable approach to AI adoption involves mapping AI usage, establishing robust governance structures, integrating AI risk management at a board level, and holding vendors accountable for AI performance.
  • Building trustworthy AI models involves prioritizing precision, transparency, trust, and accountability over simply scaling up model sizes for enterprise integration.

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Unite

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How AI Might Save the News Media

  • As AI technologies continue to advance, there is a fear that they may replace journalists and other content creators in the news media industry.
  • Some newsrooms have already started experimenting with AI to automate news generation, leading to concerns among journalists about potential job loss.
  • However, incidents of inaccuracies in AI-generated content published by companies like CNET and G/O Media have raised doubts about the complete replacement of human journalists by AI.
  • AI is more likely to assist news publications rather than completely replace journalists, potentially enhancing the quality of news content.
  • Large Language Models require high-quality training content, with news organizations providing valuable and reliable information for AI training.
  • Major media companies like The New York Times are taking legal actions and blocking AI crawlers from accessing their content, signaling concerns about AI's impact on the industry.
  • AI companies and media institutions are starting to form partnerships to utilize each other's strengths, aiming to provide consumers with well-researched information.
  • Getting into the dataset of major AI models is becoming crucial for businesses, as consumers increasingly rely on AI assistants for specialized content.
  • Optimizing content to be included in AI training datasets is likened to a new form of SEO, highlighting the growing importance of being featured in high-quality news media publications for visibility.
  • AI's role in news media is evolving, with collaborations between AI labs and media companies shaping the future of information dissemination and consumption.

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IEEE Spectrum

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Video Friday: Hopping on One Robotic Leg

  • Video Friday features a selection of robotics videos, along with a calendar of upcoming robotics events.
  • A single-leg robot showcased for its bipedal development potential was highlighted in the videos.
  • Aldebaran's success in selling 17,000 social robots was mentioned, expressing amazement.
  • Various robotics innovations and demonstrations, including tactile sensing for quadrupedal robots and mobile manipulation tasks, were featured in the videos.

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The Robot Report

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Webinar to discuss advances in mobile robots for warehouses

  • Vanderlande and Hai Robotics are collaborating on mobile robots for warehouses to handle cases and totes.
  • Warehouse operators are increasingly turning to automation, including mobile robots, to enhance efficiency and speed up order fulfillment in response to customer demand, labor shortages, and trade disruptions.
  • A free webinar on June 10, 2025, at 12:00 p.m. EDT will address considerations for adopting, scaling, and managing fleets of automated guided vehicles (AGVs), self-driving forklifts, and autonomous mobile robots (AMRs).
  • Industry experts will discuss how the latest mobile robots are improving productivity, inventory management, safety, and how they work with existing processes and staff members.

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