The AI tech stack integrates various tools, libraries, and solutions to enable applications with generative AI capabilities, such as image and text generation. Key components of the AI stack include programming languages, model providers, large language model (LLM) frameworks, vector databases, operational databases, monitoring and evaluation tools, and deployment solutions. The infrastructure of the AI
Databricks Announces Open Sourcing of Unity Catalog for Data and AI Governance Databricks, the Data and AI company, has announced the open-sourcing of Unity Catalog, the industry’s only unified solution for data and artificial intelligence (AI) governance across clouds, data formats, and data platforms. This initiative underscores Databricks’ commitment to open ecosystems, providing customers with
Databricks Introduces LakeFlow: Simplifying Data Engineering Databricks, the Data and AI company, yesterday announced the launch of Databricks LakeFlow, a new solution designed to unify and simplify all aspects of data engineering, from data ingestion to transformation and orchestration. LakeFlow enables data teams to efficiently ingest data at scale from databases like MySQL, Postgres, and
Starting on June 30, 2024, Google will no longer support its Google Universal Analytics (UA) service. As a result, after this date, Marketing Cloud Google Audiences and Journey Analytics are available only via Google Analytics 4 (GA4). Connect your Marketing Cloud Account to GA4. What you need to do If you haven’t yet migrated to GA4, complete the migration process
What is Zero-ETL? Zero-ETL represents a transformative approach to data integration and analytics by bypassing the traditional ETL (Extract, Transform, Load) pipeline. Unlike conventional ETL processes, which involve extracting data from various sources, transforming it to fit specific formats, and then loading it into a data repository, Zero-ETL eliminates these steps. Instead, it enables direct
The race in generative AI may conclude sooner than anticipated, despite it barely starting for most. Consider the role of generative AI as a supportive assistant, aiding users across dashboards, messaging platforms, and datasets by summarizing documents, chats, and answering queries in natural language. AI Yes Gen AI No. At PegaWorld, significant attention was drawn
Breakthroughs in Language Models: From Word2Vec to Transformers Language models have rapidly evolved since 2018, driven by advancements in neural network architectures for text representation. This journey began with Word2Vec and N-Grams in 2013, followed by the emergence of Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks in 2014. The pivotal moment came
Salesforce World Tour Highlights: Data Cloud Vector Database and Hyperforce At the Salesforce World Tour on June 6, 2024, at the Excel Centre in east London, the focus was on advancements in the Data Cloud and Slack platforms. The event, sponsored by AWS, Cognizant, Deloitte, and PWC, showcased significant innovations, particularly for GenAI enthusiasts. Data
In anticipation of its sixth annual user conference, Snowflake Summit 2024, Snowflake has unveiled the Polaris Catalog, a vendor-neutral, open catalog implementation for Apache Iceberg. This open standard is widely used for implementing data lakehouses, data lakes, and other data architectures. Snowflake With AWS Salesforce and Microsoft. The Polaris Catalog will be open-sourced for the
Salesforce Introduces Unified Knowledge: Empowering Service Excellence with Integrated Organizational Insights Salesforce has unveiled Unified Knowledge, a groundbreaking solution designed to integrate organizational knowledge from diverse third-party systems directly into Salesforce. This innovation aims to enhance the efficiency of service agents, enabling them to resolve customer cases more swiftly and effectively. Unified Knowledge, coupled with
Salesforce has introduced a new intelligence source for service agents called Unified Knowledge. This solution aggregates information from third-party sources and integrates it into Salesforce, enhancing the customer data available in Data Cloud. Unified Knowledge Overview Enhanced Service with Unified Knowledge Unified Knowledge aggregates data from sources like SharePoint, Confluence, Google Drive, and brand websites,
General-purpose large language models (LLMs) offer businesses the convenience of immediate use without requiring any special setup or customization. However, to maximize the potential of LLMs in business environments, organizations can achieve significant benefits by customizing these models through training on their own data. Custom LLMs excel at handling organization-specific tasks that generic LLMs—such as
Background – Who Calls AI Ethical On March 13, 2024, the European Union (EU) enacted the EU AI Act, a move that some argue has hindered its position in the global AI race. This legislation aims to ‘unify’ the development and implementation of AI within the EU, but it is seen as more restrictive than
It seems like some people honestly believe they can spot AI-generated content immediately, but that’s not always the case. Well-written content isn’t inherently AI-generated, and if it is AI-generated, that doesn’t necessarily mean it’s well-written. The quality of writing often depends more on the writer’s skill than the tools they use. Paradox of Writing With
Author Jeremy Wagstaff wrote a very thought provoking article on the future of AI, and how much of it we could predict based on the past. This insight expands on that article. Artificial Intelligence (AI) refers to the simulation of human intelligence in machines that are programmed to think and learn. These machines can perform
