THE INVERSE RELATIONSHIP BETWEEN PROMPT LENGTH AND LLM ACCURACY 🔙 The research, detailed in the paper, “Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models,” highlights that LLMs quickly degrade in their reasoning capabilities even with input lengths of 3,000 tokens, much shorter than their technical maximum. 🤔So, once you've found your optimal prompt length, how can you safeguard AI without needing to touch your prompt? Find out here on Grit Daily News → https://lnkd.in/drzezYpT #AIprompt #AIaccuracy #AIhallucinations
About us
Aporia is the leading AI Control Platform, trusted by both emerging tech startups and established Fortune 500 companies to guarantee the privacy, security, and reliability of AI applications. With Aporia, organizations gain robust guardrails for AI, effectively mitigating hallucinations, data leakage, and prompt attacks in real time. At the heart of the guardrails detection engine lies Aporia Labs, a team comprised of AI and cybersecurity specialists. This team is dedicated to continuously researching and developing cutting-edge methods for identifying and mitigating hallucinations and prompt attacks, ensuring the protection of your brand's reputation and the trust of your users.
- Website
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https://www.aporia.com/
External link for Aporia
- Industry
- Software Development
- Company size
- 51-200 employees
- Headquarters
- San Jose, California
- Type
- Privately Held
- Specialties
- machine learning monitoring, MLOps, ML Monitoring, ML Explainability, Model Monitoring, Responsible AI, AI, Responsible AI, LLMs, RAGs, Generative AI, AI Hallucinations, Prompt Injection Prevention, and Data leakage prevention
Locations
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Primary
Get directions
181 Metro Drive
San Jose, California 95110, US
Employees at Aporia
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Miriam Shtilman Lavsovski
Partner at Tal Ventures
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Michael Shaulov
CEO of Fireblocks: the leader in digital assets & cryptocurrency custody, transfer and issuance technology
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Jared Moshe
Award-winning filmmaker with a passion for storytelling across all media.
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Oriel Belzer
VP of Sales at Codefresh (Acquired by Octopus Deploy) | GTM Advisor to Startups
Updates
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What makes Aporia's platform so unique? After all, we aren't just another platform offering standard AI guardrails... Introducing...our signature Custom Policy 🤔 Allowing you to create completely customizable policies from scratch, without needing to lift a finger. ➡ All you need to fill in is the behavior you want to detect and whether or not it should be considered a violation or a legitimate answer. ✅ You can even test it out to check the policy is behaving as it should in real-time. See how it works here⬇
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It was great meeting everyone at the AIQCon on Tuesday in #sanfrancisco. We got to speak to many AI practitioners and engineers and had insightful conversations about the importance and challenges of shipping truly reliable AI agents - a problem we all know will only get worse as AI gets more 'intelligent'. #aiqcon #aihallucinations #ai
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Aporia’s response to Thomson Reuters on safeguarding customers’ data privacy: Indeed, earning public trust in AI requires a strong ethical foundation. Maintaining client privilege and ensuring the confidentiality of sensitive information is critical. While Thomson Reuters has measures in place to safeguard user data, robust guardrails are necessary to ensure AI security. Rather than simply pledging not to share PII with third parties, why not take it a step further? We can prevent the accidental sharing of PII by intercepting and managing it in real-time before it reaches the LLM. Users need to trust AI. Enhancing protections not only boosts safety but also promotes wider AI adoption among businesses. Article reference: https://lnkd.in/eavxc_FW
Thomson Reuters CEO: AI guardrails remain unclear—but all companies can begin by pledging to protect their customers’ data privacy
msn.com
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Behind the scenes of our last webinar 🎬 (Yes, the red ears were essential for a successful event 👏 kudos to Gadi Bessudo)
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AI Engineers, last chance to sign up ⤵️ You really don't want to miss this one!
Dare to Data 📊 Helping individuals & corporations take the next step in their data journey 👉 ACE pillars: Advise, Create, Educate 📚 Join my #bookaweekchallenge
Still stumped by the mysteries of prompt engineering? You're not the only one, but I got you! 😉 Join me on Thursday: https://lnkd.in/e9vVY69x Solutions engineer Gadi Bessudo will be showcasing how to unlock the full potential of your AI agents, finding the right balance between optimizing and overloading your prompts. OPTIMIZE Optimizing a prompt involves providing clear, focused requests to ensure that the desired output is produced. 👉 It’s like giving someone a clear roadmap or well-defined task list! OVERLOAD Overloading a prompt with multiple, complex requests will inevitably cause the output to suffer. 👉 It’s like asking someone to juggle too many tasks at once! Thursday's webinar is free and open to everyone so take advantage to learn cutting-edge prompt engineering techniques, avoid common pitfalls, and gain expert tips on increasing AI app accuracy. See you then! 💚 This webinar is hosted by Aporia, of whom I am a proud partner helping bring responsible approaches for AI to the masses. #artificialintelligence #generativeai #data #promptengineering #genai
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Are RAGs the solution to AI hallucinations⁉ While RAGs do hold promise for mitigating #AI hallucinations, industries and businesses turning to these solutions must also understand their inherent limitations. When used in tandem with RAGs, there are complementary methodologies that should be used when addressing #LLM hallucinations. For example, businesses can employ real-time AI guardrails to secure #LLM responses and mitigate AI hallucinations. #Guardrails act as a net that vets all LLM outputs for fabricated, profane, or off-topic content before it reaches users. This proactive middleware approach ensures the reliability and relevance of retrieval in #RAG systems, ultimately boosting trust amongst users, and ensuring safe interactions that align with a company’s brand. Read the full article on Unite.AI here ➡️https://lnkd.in/dAyY7as6
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Who else is excited for Alon Gubkin to be speaking next Tuesday on 'Mitigating Hallucinations and Inappropriate Reponses in RAG Hallucinations?' We know we are 🙋♀️ 🙋
I had way too much confidence in myself to organize an in-person conf. I did a few virtual conferences and in-person meetups. It couldn't be much different than that right? Wrong. For the past 3 months, I met with the team daily to make sure we have the best conference experience ever. For every single person that joins us. Did we go over budget? Of course we did. did we learn about insurance, soundproofing rooms, and landing page copywriting? A ton. Hard work paid off. We got speakers from companies like Google, OpenAI, Cruise, IBM, NVIDIA, Databricks, Vectara, Weights & Biases, Notion, LinkedIn, Tecton, AssemblyAI, Paravision, Enabled Intelligence, Inc, Monta AI, PremAI, DataGrail, Superlinked, Graphlit, by Unstruk Data, Dagger, Bank of America, Databricks, Torc Robotics, Voltron Data, Yahoo, Vectice, Guardrails AI, LaunchDarkly, Anthropic, Uber, Groq, Coactive AI, Aporia, LlamaIndex, Remyx AI, Modal Labs, Gable, Clari, Proactive AI Lab Inc, and a whole load more! We also managed to get a stand-up comedy routine and a DJ set. So grateful to the Kolena team for organizing this with us. We had to open up the capacity because of so much demand. Who would have thought the theme of AI Quality would be so popular? (everyone using AI in production) Check out the Agenda below. Let me know who you are most excited to see. Looking forward to hanging out with everyone next Tuesday, June 25th. https://lnkd.in/e5Qsv_5h
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You don't want to miss it! Our webinar on Prompt Engineering takes place in just 2 days time. ✅Get ready to break out of the endless cycle of prompt engineering, and find the golden balance between overloading vs. optimization. Secure your spot here https://lnkd.in/ddmG68d9 #softwareengineer #aiengineer #webinar #promptengineering
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➡️AI Engineers, last chance to secure your place at our webinar on: Prompt Engineering for AI Agents: The Fine Balance Between Optimizing & Overloading 📆20th June 2024 🕝2pm (EST) 🌐Online 💻Presented by our Lead Solution Architect Gadi Bessudo What you'll learn: - The superior prompt engineering techniques to keep an eye on - Pitfalls of prompt engineering in certain scenarios - How to find the golden balance between optimizing your prompt vs overloading to maintain LLM accuracy Secure your place -> https://lnkd.in/dZX6EAD3
Prompt Engineering for AI Agents: The Fine Balance Between Optimizing & Overloading
aporia.com