Future of LLM and Code Generation
Innovation Hacks AI
IT Services and IT Consulting
Mumbai, Maharastra 4,117 followers
Creating Futures
About us
Unlock the full potential of your data with Innovation Hacks – your ultimate partner for comprehensive data science solutions. Specializing in cutting-edge technologies including Generative AI, cloud computing, modern applications, and data services like warehousing, we're dedicated to driving your business towards unparalleled success. 🚀 Explore Our Expertise: ✅ Generative AI Consulting: Empower your business with tailor-made solutions harnessing the power of Generative AI, from basic enablement to complete automation, revolutionizing your operations. ✅ Data Science: Leverage the expertise of our talented data scientists to extract actionable insights using advanced machine learning and AI techniques, empowering informed decision-making in today's competitive landscape. ✅ Cloud Computing: Maximize the potential of the cloud with our in-depth knowledge of platforms like AWS, Azure, and GCP. We craft secure, scalable, and cost-effective solutions tailored to your unique requirements. ✅ Modern Applications: Elevate user experiences and streamline operations with our team of expert developers and designers, who specialize in creating data-driven applications infused with cutting-edge technology. ✅ Data Services: Ensure a robust and efficient data infrastructure with our comprehensive services, including warehousing, integration, and management. We architect and optimize data pipelines to deliver valuable insights at scale. 🏆 Discover Our Flagship Product: 🔹 Datawise: Simplify your data workflows with our powerful integration and management platform. Connect, transform, and analyze your data effortlessly, making it accessible and actionable across your entire organization.
- Website
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https://innovation-hacks.ai/
External link for Innovation Hacks AI
- Industry
- IT Services and IT Consulting
- Company size
- 11-50 employees
- Headquarters
- Mumbai, Maharastra
- Type
- Privately Held
- Founded
- 2022
- Specialties
- Artificial Intelligence, Data Engineering, Machine learning, Front end development, Software development, Testing, Performance Testing, Software Architecture, Chatbot, Generative AI, and Large Language Models
Products
DataWise
Master Data Management (MDM) Software
DataWise is a software tool that helps organizations to unify data from multiple sources into a single, unified data set. It works by automating the process of collecting, transforming, and cleansing data from multiple sources, so that it can be used in downstream applications. It works in a real-time method to update data, enabling businesses to stay up to date on any changes to their source data, enabling them to respond quickly to new business opportunities or challenges. If you're interested in learning more about DataWise, please reach out to us at info@innovation-hacks.ai.
Locations
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Primary
Mumbai, Maharastra 400021, IN
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Bay Square, Bldg. 04 Level 02
Dubai Business Bay,
Dubai, Dubai 500001, AE
Employees at Innovation Hacks AI
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Ajay S.
Transform Tech and AI Investments into Tangible ROI for Your Business, Happy to connect
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Vikas Khonde
Strategic Leader Driving AI Solutions: Senior Vice President of Business Development | Transforming Industries through Cutting-Edge AI Innovation
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Pooja Singh
UI UX Designer Open To Work
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Ashraf Khan
Senior Data Scientist @ Innovation Hacks AI | MS in Data Science | Large Language Models | Gen AI
Updates
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Innovation Hacks AI reposted this
Large Language Models (LLMs) are as effective as the data they are trained on and how they are fine-tuned. While fine-tuning can adjust the model's weights and potentially override some previous learning, LLMs fundamentally operate as engines of statistical similarity, honing in on the right embeddings but with a limited capacity to perceive temporal dimensions. Essentially, LLMs do not inherently discern between 'good' and 'bad'; they are statistical tools. When considering applications like fraud and abuse detection, which quickly capture public attention due to widespread intolerance influenced by ethical norms, LLMs face significant challenges. They struggle with basic detections, and tackling complex fraud detection is even more difficult. This is primarily due to the lack of abundant and diverse data that accurately represents patterns of fraud in text. These challenges have spurred targeted research efforts to improve the capabilities of LLMs in identifying and mitigating malicious language. A notable initiative in this area is Amazon's DetoxBench. This platform has amassed a substantial dataset encompassing hate speech, toxic communication, fraudulent job listings, fake news, phishing and fraud emails, spam, and misogyny. DetoxBench represents a pioneering benchmark designed specifically for evaluating LLMs on their ability to detect fraud and abuse. It provides a structured framework for prompt engineering, which is crucial for various evaluation methodologies to assess the performance of different LLMs. The results from DetoxBench highlight that larger models, such as the 200 billion parameter model by Anthropic and the 176 billion parameter model by Mistral AI, excel particularly in contextual understanding, showing significant promise in the domain of fraud and abuse detection. https://lnkd.in/d8Aqq6JZ Innovation Hacks AI #llm #frauddetection #writtebyahuman #ai #deeplearning #indiastartup 3 #generativeai #aiinnovation
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🌐 How AI is Transforming the Future of Work 🌐 The future of work is rapidly evolving, and AI is at the forefront of this transformation. But what does that mean for businesses and employees alike? AI technologies are not just automating repetitive tasks; they’re enabling humans to focus on more strategic, creative work. From predictive analytics to natural language processing, AI tools are becoming indispensable across industries. This shift allows for better decision-making, improved efficiency, and enhanced customer experiences. However, the transition isn’t without its challenges. Companies must prioritise reskilling their workforce to keep pace with technological advances. Are you ready to embrace this change? What steps are you taking to integrate AI into your daily operations and strategies? Share your thoughts below! 💭 #AI #FutureOfWork #GenerativeAI #TechnologyTransformation
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The rapid surge of Generative AI is reshaping industries at lightning speed! ⚡ Generative models are not just tools; they are revolutionising our approach to creativity, problem-solving, and innovation. From generating realistic images and music to drafting legal documents, these models offer unprecedented possibilities. Their potential applications are as broad as they are exciting. But with great power comes great responsibility. It's crucial for us, the tech leaders, to navigate this terrain thoughtfully. How do we ensure ethical use? What safeguards should be in place to prevent misuse? I'd love to hear your thoughts and strategies on harnessing Generative AI responsibly while pushing the boundaries of what's possible. 🤔🚀 #GenerativeAI #Innovation #TechEthics
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Large Language Models (LLMs) are as effective as the data they are trained on and how they are fine-tuned. While fine-tuning can adjust the model's weights and potentially override some previous learning, LLMs fundamentally operate as engines of statistical similarity, honing in on the right embeddings but with a limited capacity to perceive temporal dimensions. Essentially, LLMs do not inherently discern between 'good' and 'bad'; they are statistical tools. When considering applications like fraud and abuse detection, which quickly capture public attention due to widespread intolerance influenced by ethical norms, LLMs face significant challenges. They struggle with basic detections, and tackling complex fraud detection is even more difficult. This is primarily due to the lack of abundant and diverse data that accurately represents patterns of fraud in text. These challenges have spurred targeted research efforts to improve the capabilities of LLMs in identifying and mitigating malicious language. A notable initiative in this area is Amazon's DetoxBench. This platform has amassed a substantial dataset encompassing hate speech, toxic communication, fraudulent job listings, fake news, phishing and fraud emails, spam, and misogyny. DetoxBench represents a pioneering benchmark designed specifically for evaluating LLMs on their ability to detect fraud and abuse. It provides a structured framework for prompt engineering, which is crucial for various evaluation methodologies to assess the performance of different LLMs. The results from DetoxBench highlight that larger models, such as the 200 billion parameter model by Anthropic and the 176 billion parameter model by Mistral AI, excel particularly in contextual understanding, showing significant promise in the domain of fraud and abuse detection. https://lnkd.in/d8Aqq6JZ Innovation Hacks AI #llm #frauddetection #writtebyahuman #ai #deeplearning #indiastartup 3 #generativeai #aiinnovation
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🔍 Curiosity piqued? Let's talk about the *real* impact of Generative AI. The magic lies not just in creating stunning artworks or realistic texts but in transforming industries. From streamlining customer service with chatbots to revolutionising medical diagnostics – Generative AI is proving to be more than a buzzword. Imagine a world where machines not only understand us but can predict our needs and actions, reshaping the very fabric of business operations and user experiences. But here's the kicker: It's not about replacing humans; it's about augmenting our capabilities. How do we ensure ethical usage while leveraging its full potential? What industries do you think will be disrupted next? Drop your thoughts below! 🌐✨ #GenerativeAI #TechRevolution #FutureOfWork
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🔍 Curiosity piqued? Let's talk about the *real* impact of Generative AI. The magic lies not just in creating stunning artworks or realistic texts but in transforming industries. From streamlining customer service with chatbots to revolutionising medical diagnostics – Generative AI is proving to be more than a buzzword. Imagine a world where machines not only understand us but can predict our needs and actions, reshaping the very fabric of business operations and user experiences. But here's the kicker: It's not about replacing humans; it's about augmenting our capabilities. How do we ensure ethical usage while leveraging its full potential? What industries do you think will be disrupted next? Drop your thoughts below! 🌐✨ #GenerativeAI #TechRevolution #FutureOfWork
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🚀 Exciting news! Neural Magic just dropped GuideLLM, a game-changing open-source tool revolutionizing the deployment of large language models (LLMs) 🤯💡. Say goodbye to inefficiencies and skyrocket your LLM deployments with GuideLLM's performance evaluation, resource optimization, cost estimation, and scalability testing features 📈. Whether you're a tech whiz or a newbie, this tool is a game-changer for optimizing LLMs in real-world scenarios 🌐. Easy to install and navigate, GuideLLM provides detailed performance insights to supercharge your LLM deployments 🚀💻. Join the open-source community, customize evaluations, and contribute to the tool's evolution 🌟. Get ready to unleash the full potential of LLMs in your projects with GuideLLM! 🌈🚀 #AI #GuideLLM #NeuralMagic #OpenSource #Innovation
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The rapid surge of Generative AI is reshaping industries at lightning speed! ⚡ Generative models are not just tools; they are revolutionising our approach to creativity, problem-solving, and innovation. From generating realistic images and music to drafting legal documents, these models offer unprecedented possibilities. Their potential applications are as broad as they are exciting. But with great power comes great responsibility. It's crucial for us, the tech leaders, to navigate this terrain thoughtfully. How do we ensure ethical use? What safeguards should be in place to prevent misuse? I'd love to hear your thoughts and strategies on harnessing Generative AI responsibly while pushing the boundaries of what's possible. 🤔🚀 #GenerativeAI #Innovation #TechEthics
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🌐 How AI is Transforming the Future of Work 🌐 The future of work is rapidly evolving, and AI is at the forefront of this transformation. But what does that mean for businesses and employees alike? AI technologies are not just automating repetitive tasks; they’re enabling humans to focus on more strategic, creative work. From predictive analytics to natural language processing, AI tools are becoming indispensable across industries. This shift allows for better decision-making, improved efficiency, and enhanced customer experiences. However, the transition isn’t without its challenges. Companies must prioritise reskilling their workforce to keep pace with technological advances. Are you ready to embrace this change? What steps are you taking to integrate AI into your daily operations and strategies? Share your thoughts below! 💭 #AI #FutureOfWork #GenerativeAI #TechnologyTransformation