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DSC Weekly 6 August 2024


Announcements

  • As organizations pursue cloud initiatives to support digital transformation, multi-cloud strategies have grown in popularity. However, many organizations have experienced challenges as they scale multi-cloud projects, including difficulties interconnecting disparate platforms, optimizing costs and establishing visibility across various cloud environments. Register for The Power of Multi-Cloud summit for insights from industry experts and solution providers to help navigate the complexities of multi-cloud initiatives and fully leverage its benefits.
  • Financial companies are increasingly tapping into AI-as-a-service, edge computing, and data analytics to shape the industry’s future. These technologies are revolutionizing finance teams while enhancing innovation, performance and decision-making. Join industry experts and CFOs at the upcoming Transforming Finance in the Cloud Era summit for advice on leveraging analytics, PaaS, digital ERP systems and more to optimize accounting and accelerate digital transformation.

Top Stories

  • Building Professional Diagrams: LLM/RAG Example with Source Code
    August 1, 2024
    by Vincent Granville
    If you, your team or your company design and deploy AI architecture, data pipelines or algorithms, having great diagrams to illustrate the workflow is a must. It is a critical piece of documentation. You can also include it in marketing material or to raise funding. Creating diagrams can be time consuming.
  • The AI-powered SPAM Factory: Understanding the Cyber Kill Chain and its implications
    August 6, 2024
    by Gaurav Puri
    The cyber kill chain is a process by which malicious actors carry out cyber attacks. With the development in AI and language models, the entry barrier has been significantly lowered to conduct large-scale SPAM attacks. Artificial Intelligence has significantly reduced the cost of SPAM attacks, now allowing sophisticated approaches to be economically feasible for bad actors. This article explores the SPAM Cyber Kill Chain and How AI is fueling the SPAM factory and implications for businesses, individuals, and nation-states.
  • Small Language Models: A Strategic Opportunity for the Masses
    August 5, 2024
    By Bill Schmarzo
    In the evolving landscape of large language models (LLMs), it is increasingly evident that their immense size and broad applicability present several limitations. Despite the significant advancements made in natural language processing, it is crucial to acknowledge the inefficiencies, high costs, and privacy concerns associated with LLMs.

    In-Depth

    • AI, animal sentience: Pathways to consciousness from LLMs to AGI
      August 6, 2024
      by David Stephen
      How is subjectivity mechanized by the mind and why is it spread across experiences? Why does subjectivity not stand alone, such that there is no sense of self without an accompanying experience—like the memory of being? Consciousness is often defined as subjectivity, the sense of self, or what it feels like to be?
    • Top ways Artificial Intelligence impacts ERP software in enterprises
      August 6, 2024
      by Vipul Makwana
      Increasing competition and other challenges have made the business landscape more complicated than ever. Modern enterprises rely on ERP (Enterprise Resource Planning) software to address these challenges. Here, AI can be a game-changer technology bringing intelligence and automation in ERP systems.
    • When semantically connected data matters most
      August 5, 2024
      by Alan Morrison
      Technological advances useful in solving some problems can often trigger side effects and other problems in the process. Consider the power of natural language processing, generative AI and related forms of AI in accelerating the knowledge graph development process, for example.
    • Defining transformation in the era of AI + FAIR data
      August 1, 2024
      by Alan Morrison
      Every week, I watch emerging tech markets evolve and try to ponder what the changes mean in terms of real business impact on large enterprises and other kinds of businesses as well. Being a market watcher has been a habit of mine for almost 25 years now as a longtime forecaster, researcher and trends analyst. 
    • DSC Weekly 30 July 2024
      July 30, 2024
      by Scott Thompson
      Read more of the top articles from the Data Science Central community.

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