Jitender Aswani (@jaswani) header
Jitender Aswani (@jaswani) profile picture

VPE @ StarTree; Ex-Miveworks; Ex-Netflix; Ex-Facebook; Engineer; Multiple Patents; All thoughts published here are my own.

SF Bay Area
Joined March 2009
Photo by Jitender Aswani (@jaswani)Photo by Jitender Aswani (@jaswani)Photo by Jitender Aswani (@jaswani)Photo by Jitender Aswani (@jaswani)Photo by Jitender Aswani (@jaswani)Photo by Jitender Aswani (@jaswani)
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Slow IT support can limit productivity for today’s businesses. Register for our upcoming webinar to learn how to modernize your #ITSupport with @Moveworks and #MicrosoftTeams: msft.it/6018T5Vvo

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Jitender Aswani retweeted
Dashboards tell you what happened. The interesting question is what gets done about it. @jaswani of @starburstdata on AIDA and closing the gap between insight and action:
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Jitender Aswani retweeted
We are starting Intent Lab, building an autonomous team we call "fleet" that turns intent into production software. Today we are sharing some early results: the fastest GLM5.2 inference engine, one shot database creation, and a fully verified agent filesystem. intentlab.ai/blog/turn-your-…
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Thanks to @JamesMaguire and the entire #eweekchat team for hosting a fantastic discussion on generative AI! Appreciate the insights from all the panelists and the engaging conversation. Looking forward to the next chat! #AI #GenerativeAI #startree
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A9: Pt 2/2: We are taking a collaborative approach with Gen AI everywhere using co-pilots for all departments. This allows us to unlock new levels of creativity, productivity, and innovation across our teams. #eweekchat
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A9: Pt 1/2: One last big thought: #GenerativeAI is not a solo player! Its true potential lies in augmentation and collaboration with human expertise. Don't view AI as a replacement, but as a powerful tool to enhance and accelerate human capabilities #eweekchat
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A8: Pt 2/2: Leaders in these sectors need to prioritize upskilling their teams in leveraging #GenerativeAI for critical thinking, and creativity. Embrace automation for routine tasks, and uplevel your team to perform higher order / value tasks. #eweekchat
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A8: Pt 1/2: in near future, customer service, marketing, and data analysis will experience the most impact. AI chatbots and content generation has already revolutionized customer engagement, while AI-assisted data analysis is very good today & uncovering new insights #eweekchat
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A7: Pt 2/2: My advice to companies: embrace generative AI as an augmentation tool, not a replacement for human judgment and creativity. Focus on high-value tasks that require human expertise and empathy, and use AI to enhance productivity and efficiency. #AIOpportunity #eweekchat
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A7: Pt 1/2: Yes, accuracy of response and job losses are valid concerns. Prioritize QA & validation processes to ensure AI-generated content meets your internal standards. Focus on upskilling & reskilling programs can help workers adapt to this shift. It always happens #eweekchat
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A6: Pt 3/3: IMHO, the risk, in large part, is unknown and new threat vectors will emerge as these solns go live. To mitigate risks, we are implementing robust auditing and monitoring, and prioritizing human oversight. We also encourage transparency and collaboration #eweekchat
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A6: Pt 2/3: These concerns can be addressed through rigorous testing, validation, and ethical guidelines. On the flip side, #GenerativeAI offers security benefits, like automated threat detection and incident response. Use RAG and build #redteam to eval GenAI solns #eweekchat
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A6: Pt 1/3: Security and generative AI: a pressing concern! AI-generated content can be used for malicious purposes, and integration risks compromising existing security measures but these are addressable #eweekchat
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A5: Pt 2/2: some customers hesitate due to concerns about security, ethics, and implementation complexities Despite these, forward-thinking customers are embracing #GenerativeAI to stay competitive and drive growth. We expect a wider adoption and shift in development #eweekchat
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A5: Pt 1/2: Our customers are increasingly asking for #GenerativeAI features in #startree tech stack. They have been experimenting for few quarters now and see its potential to transform their workplace and drive innovation to gain competitive advantages. #eweekchatA
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A4: Pt 2/2: invest & prioritize prompt engineering, and in auditing and monitoring to ensure security and integrity. Also, focus on augmenting human capabilities with AI rather than replacing them. This balanced approach will yield the most value from generative AI #eweekchat
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A4: Pt 1/2: To extract value from #GenerativeAI, businesses need to centralize expertise but decentralize execution. Build a strong central team to develop AI frameworks and infrastructures, then empower local teams to apply these tools effectively #eweekchat
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A3: Pt 2/2: the risk of biases in AI-generated content and the potential for malicious use (e.g. code injections) require rigorous checks. I spend time reviewing the generated content. Addressing these challenges will help unlock more widespread trust in #GenerativeAI #eweekchat
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A3: Pt 1/2: I use it all the time, #GenerativeAI has improved my productivity multifold. The drag IMO, which is also biggest weakness is the need for careful prompt engineering and the oversight to ensure accurate and relevant results. This requires significant time. #eweekchat
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Pt 2/2: My goal is to integrate @GenerativeAI into real work support, augmenting our team's productivity. I'm excited about the possibilities, from content generation to data analysis, and I'm working to ensure responsible AI integration for maximum impact #eweekchat
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Pt 1/2: I'm actively exploring #GenerativeAI solns, we have already utilized it to automate tedious tasks like InfoSec Q&A and answers bot. Currently, I'm experimenting with LLMs to integrate into #StarTree stack. #apachepinot now supports vector embeddings and search #eweekchat
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