Salesforce’s Post

The past ~18 months have been wild trying to stay on top of all the new AI capabilities that have entered the market. We collected some of our best real-world examples that improve the way we design, build, deploy, and operate software. Bonus thoughts on how business owners can apply these tools to their industry, and how to reframe decision paralysis as an opportunity to learn how to pick up new tools quickly.

Not another list of hypothetical use cases- here are some real-world examples of how 27Global has leveraged #AI to create efficiency in our world of IT consulting and #software, #cloud, and #data engineering.

Exciting developments in AI are reshaping software development, but does your company really need to build its own AI from scratch? In our latest blog post, we explore the realities surrounding AI integration. Discover why adopting existing frameworks can be a smarter and more efficient choice for some companies. Read more here 👉 https://lnkd.in/durJBddA

So what is powering the #GenerativeAI behind Functionize? Part of it is our machine learning. It's trained on seven years of testing data from globally deployed applications, collecting million of data points from our user's site's UI. This data is then fed into our ML algorithms so that they can adapt to our user's site changes. This allows for self-healing tests that would typically otherwise break with the current industry standard approaches. Check it out: https://lnkd.in/eCD-MMy4

I can’t believe how fast technology is moving right now. It reminds me of the years I worked at AOL when people would say “I don’t know why I would ever use something like text or email—I’ll just send a fax.” My reply then “You never know, it could be really big someday.” I already knew it was a foregone conclusion but it just takes the mass population so long to adopt new technologies. Like email and text, ai is a foregone conclusion. The technology has already evolved and IS part of our technological landscape. The question: Will you avoid it or learn to utilize it to make your life better? Some people’s ability to implement new technology to make life better fascinates me. When it’s my son, I’m even more amazed. This ai tool is so awesome! Well done Sterling Long!

Impact of AI : Second order effects. and talking about the future of software: moving from legacy software development to dynamic AI-generated apps. #wiselywise #maya #ai

Truth Serum for AI.. I recently met with an early-stage startup, Eyelevel AI. They've developed a proprietary semantic search that outperforms vector similarity and pair it with a fine-tuned model to rerank your results for how well they answer the question. I think the next statement is: "What the hell does that mean?" Simply: Using any LLM (Gemini, GPT, Claude 3, Falcon, Vicuna, Coral), Eyelevel's platform helps sort through pdf content in order to give you the best interpretation of the pages. Extremely helpful for Insurance, Biotech, Large Legal Firms, Education, and Airline companies. EyeLevel's APIs and No Code Tools converts your content into LLM-ready data, killing hallucinations at the root. They're already working with the likes of Air France and Dartmouth. Computer Vision Model Fine tuned model trained on hundreds of thousands of pages identifies tables, forms, diagrams and other content which fools LLMs MultiModal Transform Transformation engine converts diagrams, tables, forms and more into LLM ready data Dynamic Chunker Breaks your content into blocks that LLMs can readily process 4X LLM Context Automatically generate the context LLMs need to correctly interpret your content your company is looking for help in the LLM If you're interested in taking a look at their offering, please let me know. We have some unique ways to help with the entire POC process. https://www.eyelevel.ai/ #nocodetools #theglue #datapipeline #api #hallucinationprevention #TruthSerumforAI #rag

🚀 Check out the project I built with Postman Student Programs! I made a full-stack AI text summarizer app using Replit, Node.js, Express, and the Hugging Face API. You can too: https://bit.ly/pbl-aits My project: https://lnkd.in/gEMTDjuz #PostmanStudent #AI #Nodejs #Express

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🔧 Engineering Best Practices in AI/ML Applications 🔧 Building AI/ML applications? Don’t skip the basics! Standard software best practices are just as crucial here: testing, evaluation, logging, monitoring, caching—you name it. AI/ML might seem like uncharted territory, but the fundamentals of solid engineering still apply. These practices aren't just nice-to-haves; they are must-haves to ensure reliability and performance. 🚀 Keep it simple, keep it strong. How do you incorporate these best practices in your AI/ML projects? Let’s discuss—share your thoughts!