SambaNova Systems’ Post

It's no secret that #AI has changed how we work and live. 🤖 It only makes sense that it also affected the #proxy industry. Proxyway's annual #research on the proxy market reveals how AI shapes the future of #webscraping and data #parsing. 📍 Proxy-based products and even pre-scraped datasets are now a necessity for companies that require high-quality #data for AI training. 📍 While AI still isn't fully accurate and efficient enough for consistent high-demand tasks, some believe we're on the verge of a breakthrough – it's just a matter of time until AI becomes more sophisticated. ⏰ 📍 Major proxy providers are experimenting with AI-based scrapers, product enhancements, and external systems like chatbots. 🦾 Read the full report here: https://lnkd.in/d5P4S7qN

Tim Paul at Government Digital Service has been leveraging #AI to automate the process of generating web forms from PDF documents. 👏 Here’s how he did it, and some of his observations: 💡 To capitalise on the potential of AI we need to invest in other things like #DataInfrastructure. ⏳ Time-saving tools like this one must be accompanied by the right funding, #governance, and #culture. 🔄 Diverging/converging might be a useful strategy for applying generative AI in a safe and predictable way. https://lnkd.in/e7XGPmcg

Drowning in complex AI benchmarks? 👀 At Enterprise Bot, we're committed to providing the industry with clear and effective benchmarks to accurately evaluate AI tools 🔎 That’s why we've developed BASIC — our straightforward benchmark tailored for enterprises. This is just the first release in a series dedicated to enhancing AI evaluation, with more to come. BASIC simplifies AI evaluation by focusing on five key metrics that directly impact business performance: Bounded, Accurate, Speedy, Inexpensive, and Concise. Unlike benchmarks that rely on academic datasets, BASIC uses real-life questions from customer service and finance to test AI under actual business conditions. 📑 Read our full article for a detailed breakdown of how popular AI models stack up against the BASIC criteria. Find out which systems truly meet the practical needs of businesses today: https://lnkd.in/dwTrwuBq Don’t get drowned in the noise. 🔇 Evaluate based on best practices and what truly enhances enterprise efficiency. #GenerativeAI #EnterpriseTech #EnterpriseBot

Generative AI is transforming how we handle bids and proposals. Traditional AI has been a game-changer, but GenAI, like QorusDocs’ QPilot, takes it to the next level by innovating beyond structured data. 🧑🍳🤖 In my latest blog, I explore: - The evolving role of AI in crafting winning proposals. - How GenAI creates new possibilities for content generation. - The critical role of human oversight in AI-driven workflows. Generative AI is revolutionizing our work. Curious about navigating this shift and harnessing GenAI's potential? Check the blog and join the conversation! #AI #GenerativeAI #ProposalManagement #Innovation #TechTrends 🌐 Read the full blog here: https://lnkd.in/ejShJ_fg

Fordje's CTO, Jon Gamble, has an interesting perspective on how #AI can be a force multiplier for #governments when solving citizen and business needs. Check out his post to learn more!

Opinion: AI Rules May Hurt Small Businesses More Than Big Tech - Government Technology: Opinion: AI Rules May Hurt Small Businesses More Than Big Tech  Government Technology http://dlvr.it/T7BZLx #ai #artificialintelligence

ElementsGPT: How much faster will AI be writing the SAME QUALITY user stories supporting a consultant vs a consultant without AI https://lnkd.in/eB9HDJ_m #ai #salesforce #UPN #elementsgpt

🚀 As more enterprises embrace AI, they must choose between metrics-based or inference-based AI Observability to ensure their AI apps are high-performing, correct, and safe. Engineering and business teams need to make a critical decision: Which monitoring approach best aligns with their AI strategy? https://buff.ly/4clE7nL — #AI #ArtificialIntelligence #ML #MachineLearning #MLOps #LLMs #LLMOps #GenAI #GenerativeAI #DataScience #DataScientist #DataEngineering #DataEngineer #CIO #ResponsibleAI #EthicalAI #AIObservability

# 🚀 Leveraging LandingAI's Vision Agent to Architect an Object Detection App on Hugging Face A huge shout-out to Andrew Ng and the LandingAI team. 👏 I had an eye-opening experience using the LandingAI's Vision Agent while I was working on an object detection application on Hugging Face. While I had already done significant groundwork, LandingAI's framework provided a fantastic architecture blueprint and helped crystallize several key concepts. Here are some highlights of my journey: 1. 🧠 Vision Agent's Approach: LandingAI's Vision Agent takes an innovative approach to application architecture. It breaks down initial user requirements to identify candidate components, offering a fresh perspective on traditional architecture trade-off analysis. 2. 🤖 Multi-Agent System: The Vision Agent's approach aligned well with my ideas for a multi-agent system implementation. It expanded on my initial concepts, providing a more comprehensive end-to-end architectural view. 3. 🔄 Design-Time Flow: While the latest version of the official [Vision Agent](https://lnkd.in/gUC36Dgg) app has evolved, the number of concepts it helped bring together was truly impressive. It illuminated several aspects of the design process I was still trying to finalize. 4. ⚙️ Run-Time Flow Insights: For those interested in a deeper understanding of the application's run-time flow, I recommend instrumenting it with Weave. You can find additional information on how to do this in [this clone of the vision-agent GitHub repo](https://lnkd.in/gNQKwYGX). This experience helped transform a project I was working on for an AI Engineering bootcamp, demonstrating the power of AI-assisted architecture design. It's exciting to see how tools like LandingAI's Vision Agent are revolutionizing our approach to complex AI applications. 💡 Have you used AI-assisted tools for application architecture? I'd love to hear about your experiences! 💬 #AIArchitecture #Vision #VLM #ObjectDetection #LandingAI #HuggingFace AI Makerspace

The DOD knows that AI is a revolutionary technology, but it also understands that with great power comes great responsibility.      That’s why the Pentagon’s Task Force Lima set out to explore how the agency could harness the power of AI in a “responsible and strategic manner”. The initial use cases being explored include improving workflows and automating repetitive tasks.     So far, the task force has already gathered more than 180 use cases, with 60% of those including requests for a #chatbot tool.     While leaders are still exploring the technology’s blind spots, this early feedback shows that #AI can provide a lot of value in even the most mundane corners of government.     https://lnkd.in/e3vGPbHD