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AI will change how you use computers
🗞️ The Tech Issue | November 13, 2023
☕️ Greetings! It's Monday, November 13th. Welcome to my daily dive into the AI landscape.
♨️ Gates foresees agents significantly changing life online and offline soon. He predicts the following:
🔺 AI agents to replace multiple apps in five years, understanding tasks in everyday language.
🔺 Personalized AI agents will perform tasks based on deep user understanding.
🔺 Vision of AI agents realized after 30 years, enabled by AI progress.
🔺 AI agents to revolutionize computer use and the software industry, a major shift since graphical interfaces.
🔺 Enhanced agents to outperform earlier digital assistants like Clippy in capabilities and personalization.
🔺 Agents to provide tailored assistance, accessing personal data for informed decision-making.
🔺 Future agents: proactive, multi-application integrated, and adaptive to user behaviors.
🔺 Agents will make specialized services in healthcare, education, productivity, and entertainment accessible.
🔺 Healthcare: agents to assist in triage and advice, benefiting especially underprivileged areas.
🔺 Education: personalized tutoring using interests for more engaging learning.
🔺 Productivity: agents to aid in various business tasks and meeting management.
🔺 Entertainment and shopping: agents to offer personalized recommendations and assist in transactions.
🔺 Agents to emerge as a new platform, simplifying app creation and replacing current tools.
🔺 Technical challenges include creating new agent database structures and interaction methods.
🔺 AI is about to completely change how you use computers Key considerations involve privacy, ethical use, and societal impact.
🔺 Agents expected to reshape societal norms and leisure, raising questions about human purpose.
Read more on Bill’s website.
🗞️ Today’s Highlights:
LATEST NEWS & TRENDS — New AI Pin clips ChatGPT to your clothes
INDUSTRY | FUNCTION — The Legal Industry Is Ripe for the Adoption of AI
RESOURCES — Why foundation models are a paradigm shift for AI
WORK & SKILLS — A New IBM study reveals how AI is changing work and what HR leaders should do about it
AI TOOLS — 10Web: Create a website using AI Website Builder.
🗞️ LATEST NEWS & TRENDS
1️⃣ Hu.ma.ne AI Pin
A fresh US startup is shaking things up with an AI gadget, the AI Pin, aiming to dethrone smartphones. This nifty little device clips onto clothes, doubling as a projector and screen, with a built-in camera and mic to boot. It's like having a screenless smartphone that's all about AI. Priced at $699 with a monthly $24 fee for top-notch AI models, it also packs features like email summaries, language translation, and an AI DJ. Powered by a Qualcomm processor, it's designed to be discreet yet powerful. Revealed at Paris Fashion Week and detailed in a TED talk by ex-Apple designer and Humane co-founder Imran Chaudhri, it's set for a grand debut today. Read more.
2️⃣ Enterprise investment in generative AI
2023 was a significant year for generative AI (gen AI), but its impact has been more hype than reality, as per a Menlo Ventures report. Despite its transformative potential, gen AI's share in enterprise cloud spend is under 1%, compared to traditional AI's 18% of the $400 billion market. The Menlo report suggests a gradual, not rapid, integration of gen AI in enterprises, with concerns around adoption and unproven ROI. While traditional AI usage and spending have increased, gen AI faces challenges like data privacy, AI talent shortage, and compatibility issues. Despite these hurdles, gen AI shows promise in automating tasks and creating new workflows, offering opportunities for both industry-specific and generalized applications. The industry is evolving towards standard practices, with a focus on creating new markets and differentiating products. Read more.
3️⃣ 7 Habits
In a rapidly evolving technology landscape, integrating generative AI into software poses significant challenges and opportunities. Key insights from industry professionals highlight strategies for effective implementation:
Focus on clear, problem-solving use cases to avoid wasteful solutions.
Build on a robust data foundation for efficient AI integration.
Maintain flexibility to adapt to the fast-paced AI advancements.
Begin with solid design principles to avoid toxic tech debt and ensure adaptability.
Uphold data privacy and responsibility to maintain user trust.
Utilize frameworks for evaluating AI technologies based on various factors like cost, latency, and accuracy.
Embed best practices in AI applications to ensure consistency and safety.
These principles, as demonstrated by teams like PagerDuty, facilitate the efficient adoption of generative AI while minimizing risks like wasted investment and loss of customer trust. Read more.
4️⃣ Implementing Generative AI
Generative AI offers significant business opportunities by augmenting human capabilities, increasing productivity, and enhancing well-being. Key strategies include focusing on customer needs as a guiding principle, leveraging data to improve customer experiences, and building a robust, trust-centric framework. This guide emphasizes using generative AI to tailor products/services, address customer pain points, and foster loyalty. It advises a proactive approach to mitigate risks, ensuring AI reliability, and aligning AI applications with organizational policies and legal standards, promoting a forward-thinking culture, and maintaining compliance. Read more.
5️⃣ Affordability of GenAI in the cloud
A PwC study reveals that 59% of leaders plan to invest in new technologies, with 46% focusing on generative AI within the next 12 to 18 months. The primary challenge is acquiring sufficient cloud bandwidth and computing power for scalability and usage. Generative AI, while popular, faces high infrastructure costs in cloud environments. Specialized processors like GPUs, though costly, are essential for efficient operation. Emerging microclouds offering AI-specific processing and storage may alleviate some challenges. However, enterprises must recognize the high costs associated with effective generative AI deployment. Historical parallels suggest that without clear business value, AI investments can lead to significant financial burdens. Therefore, prioritizing expenditures for high-value use cases is crucial to avoid repeating past mistakes and potentially facing a generative AI setback by 2025. Read more.
🗞️ INDUSTRY | FUNCTION
The legal industry's inherent resistance to change, anchored in ethical considerations, sensitive work, and complex regulations, has historically hindered rapid technology adoption, contrasting with other sectors. The immense and intricate legal data require advanced management solutions, a need previously unmet due to technological limitations. However, generative AI's language capabilities now offer significant advantages in processing and interpreting this data. Legal work, characterized by its meticulous nature and intellectual demands, can benefit greatly from generative AI, potentially speeding up tasks without compromising quality. Traditional law firm structures, where junior associates handle time-consuming research, could be reformed with AI, enabling more strategic work distribution. Evolving client expectations for transparency and efficiency also align with generative AI's capabilities, suggesting a pivotal role for AI in the legal industry's future. This transformation points to a broader trend of AI integration across various sectors, reshaping traditional workflows and client engagement strategies.
Reference: (The Legal Industry Is Ripe for the Adoption of AI)
🗞️ RESOURCES
Kate Soule of IBM Research and the MIT-IBM Watson AI Lab compares training large language models to launch rockets, emphasizing their transformative impact akin to a paradigm shift in AI. She outlines the shift from traditional, narrowly focused AI to broader, general-purpose foundation models capable of unsupervised learning and diverse applications. Soule highlights the value of generative AI in business, from enhancing productivity to fostering innovation. She advises on building expertise in generative AI, emphasizing the importance of team fluency, low-risk internal use cases, and understanding regulatory and trustworthiness requirements. Soule also discusses the balance between large and smaller, specialized models, and the necessity of regular updates to reflect evolving knowledge and regulatory standards, underscoring the significance of a proficient AI and data platform. She concludes by stressing the transformative potential of foundation models in business and society.
Reference: (Why foundation models are a paradigm shift for AI)
🗞️ WORK & SKILLS
The IBM Institute for Business Value's study highlights the growing skills gap due to AI and automation, estimating 40% of the workforce needing reskilling. While generative AI impacts all employee levels, it particularly affects entry-level roles. However, 87% of executives believe AI will augment rather than replace employees, with variations across different functions. Employees prioritize meaningful work over flexibility and growth opportunities, yet executives misunderstand this preference. The report emphasizes HR leaders' critical role in adapting to these changes, advocating for a reevaluation of work processes, investing in talent alongside technology, centering skills in workforce strategy, and enhancing job satisfaction by leveraging AI to empower employees. The study suggests a transformative opportunity in workforce management, blending people and technology to enhance productivity and business value.
🗞️ AI TOOLS
🧰 10Web: Create a website using AI Website Builder.
🧰 PodSift: Stay up to date on all of your favorite podcasts. Get AI-generated summaries sent straight to your inbox.
🧰 DimeADozen: Use AI to instantly validate business ideas, save valuable time, decide to pivot, and invest wisely.
🧰 Guidde: Magically create, how-to guides, FAQs, feature notes, SOPs, and training material with Guidde AI.
🧰 InterviewBot: Ace the interview. Get the job.
Disclaimer: 1) The tool descriptions are from the company behind each tool/app. 2) Please read the site details thoroughly before using and/or acquiring any of the tools listed above. We have not tested these tools and we will not be liable for anything.
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