Resonaite

Managing #AI risks is crucial for organizations in the digital age. The NIST AI Risk Management Framework (AI RMF) provides guidelines to ensure reliable and responsible AI system use. Resonaite offers expert guidance in implementing NIST’s AI RMF. Our team can help design automated evidence collection and continuous monitoring solutions, making AI compliance fast and efficient for your organization. For more information on how Resonaite can assist your organization, contact us today. #ai #nist #resonaite

It's a pleasure to introduce the latest member of our team, Jayan McPherson, CHRL, CTDP, CSM, Enablement Consultant. Jayan has been championing employee enablement for over 20 years. A seasoned Change Management Consultant to senior business leaders with a human-centric approach. We look forward to continuing to drive value to Resonaite's clients in their digital transformation journeys. Welcome to the team Jayan!

Securing Your Large Language Models against Adversarial Prompting The evolution of Large Language Models (LLMs) like ChatGPT has ushered in a new era of technological innovation, but it has also opened the door to a range of security vulnerabilities through adversarial prompting. This practice, which manipulates LLMs to perform unintended or unauthorized tasks, is becoming increasingly sophisticated, prompting a need for vigilance and defense strategies. Understanding Prompt Injection Techniques At the heart of these challenges are prompt injection techniques, a critical subset of adversarial prompting that uncovers the need for stringent security measures: Jailbreaking / Mode Switching: This technique involves manipulating chatbots to bypass their default restrictions, enabling them to answer any question posed by the user. It effectively 'jailbreaks' the model from its intended operational parameters, posing significant security risks. Obfuscation / Token Smuggling: A relatively straightforward method where certain words that would trigger filters or detection mechanisms are replaced with synonyms or intentionally misspelled versions. This tactic allows malicious prompts to evade basic security measures. Payload Splitting: In payload splitting, the adversarial input is divided into multiple parts. The LLM is then tricked into reassembling and executing these parts, bypassing filters designed to catch the payload if it were presented in a single piece. Virtualization: This involves creating a fictional scenario or 'setting the scene' in which the malicious instruction appears reasonable within the context provided. The LLM, following the narrative logic, executes the command, unaware of its true nature. Indirect Injection: Exploits third-party sources, like web searches or API calls, to sneak adversarial prompts into LLM responses indirectly, masking the manipulation. Code Injection: A more technical and potentially damaging method where the attacker prompts the LLM to execute arbitrary code. This could enable unauthorized access to underlying systems or data, especially in environments where the LLM is integrated with code execution capabilities. Prompt Leaking/Extraction: Tricks the LLM into divulging its operational prompts or guidelines, potentially revealing confidential information or exposing system vulnerabilities. These prompt injection techniques highlight the inventive ways in which LLMs can be exploited. As LLMs become increasingly embedded in various applications, the need for robust security frameworks that can anticipate and counteract these adversarial tactics becomes paramount. At Resonaite, we have teams that specialize in securing LLM applications against a wide array of adversarial attacks. Contact us to learn about how we can help secure your LLM applications.

Elevate Your Organization's AI Capabilities Are you leveraging the full potential of Large Language Models (LLMs) in your organization? While LLMs like ChatGPT are transformative, their efficacy in complex tasks can be significantly enhanced with the right augmentation. At Resonaite, we can help enhance your Retrieval Augmented Generation (RAG) solutions! While RAG enriches LLM prompts by dynamically fetching relevant information from external data sources at runtime, it may not always guarantee accuracy. Why partner with Resonaite's for your GenAI solutions? Access to a wider array of information beyond the LLM's trained data Improved LLM performance in complex tasks through augmented context Customizable implementation tailored to your specific needs Our process is meticulous, involving data loading, chunking, embedding, and storing in advanced vector databases for efficient retrieval. We then craft tailored prompt chains, integrating the original prompt with retrieved context and instructions, to generate outputs that truly resonate with your needs. Enhance your AI strategy with Resonaite. Let's harness the power of RAG to unlock new levels of performance and innovation in your AI applications. Contact us at [email protected] to learn more! #ai #machinelearning #RAG #largelanguagemodels #innovation #Resonaite

Empowering Innovation with Resonaite's Generative AI Accelerator At Resonaite, we are making investments to help organizations quickly take advantage of Generative AI capabilities. Our latest accelerator is designed to seamlessly integrate Generative AI with your unique knowledge base, leveraging the capabilities of Retrieval Augmented Generation (RAG). We’re thrilled to unveil this offering, crafted to accelerate your journey in Generative AI. #ai #chatbots #dataintegration #rag #techinnovation #ResonaiteInc #generativeai #genai

As we begin 2024, we are excited to announce the launch of our new Generative AI Practice, a cutting-edge initiative dedicated to helping businesses harness the transformative power of artificial intelligence. In today's rapidly evolving digital landscape, generative AI stands out as a game-changer, offering opportunities for innovation and growth. At Resonaite, we recognize the potential of this technology to revolutionize industries, drive efficiency, and create new value. Our Generative AI Practice is designed to assist companies in navigating the complexities of AI integration and use.

Congratulations to the IT and Data Team at Investment Management Corporation of Ontario (IMCO) on your recent award win!  It's great to partner with an industry leading company who is driving innovation in the asset/pension management space.  #innovation #automation #assetmanagement

It's a pleasure to introduce the latest member of our team, Dave Tung, Agile Consultant.   Dave has over 15 years of experience delivering consulting services in software delivery, transformative coaching and change management.   We look forward to continuing to drive value to Resonaite's clients in their digital transformation journeys.   Welcome to the team, Dave!

We’re #hiring. Know anyone who might be interested?