Technology may continue to evolve, but the ability to ask better questions and define the right problems remains fundamentally human.
In this exclusive conversation from the Future of Knowledge Work Summit 2026, (@deephivemind) Harsh Vardhan, Global Head – Digital Innovation, @apollotyres, shares why critical thinking, design thinking, and cross-industry collaboration will continue to shape successful enterprise transformation in the age of AI.
Watch the conversation.
#FutureOfKnowledgeWork #ETSummit #Leadership #EnterpriseTransformation #KnowledgeWork
Harsh Vardhan, Global Head, Digital Innovation for @ApolloTyres recently spoke to The Innovator about #openinnovation and how to scale #AI. Find out why he thinks GenAI can be an effective accelerator of #intelligentautomation.
https://t.co/p1hK3vXeRb
We’re deli ghted to announce Harsh Vardhan, Global Head - Digital Innovation at Apollo Tyres Ltd, as a speaker at the World AI Summit 2025!
Express Interest: https://t.co/29BQNVT5FG
Get Delegate Pass: https://t.co/aIKPYNbXy6
#WorldAISummitBLR#WorldAI#eletsAISummit#AISummit
Harsh Vardhan, Global Head – Digital Innovation at Apollo Tyres Ltd, emphasized the transformative role of Generative AI—particularly in the context of Indian languages—driving innovation in how enterprises communicate.
Register Now - https://t.co/yCBcKAPANT
#ETCDO
Join us as Harsh Vardhan, Global Head of Digital Innovation at Apollo Tyres Ltd takes the stage at the 2nd edition of ETCIO CDO Conclave to decode how enterprises can lead with data, speed, and vision.
🔗 Register Now: https://t.co/yCBcKAQ8Dr
#ETCDO#DigitalInnovation
Big transformations begin with bold questions, not buzzwords.
Harsh Vardhan, Global Head – Digital Innovation, Apollo Tyres Limited, brings a business-first, AI-first approach to conversations at the ET CIO Cloud Summit 2026..
Register now: https://t.co/UDBSTuvoyR
#ETCIOCS26
• Bhavnish Lathia, CTO, Kotak Mahindra Bank
• Gopi Thangavel, Group CIO, Larsen & Toubro
• Sampath Manickam, CTO, NSE India
• Harsh Vardhan, Global Head – Digital Innovation, Apollo Tyres Limited
• Shanoj Chandroth, Group CDIO, Jubilant Bhartia Group
We are delighted to welcome Harsh Vardhan, Global Head – Digital Innovation at Apollo Tyres, as an Eminent Leader at the #EmergeTech2026 Residential Summit, powered by #PingIdentity and presented by The Mainstream.
Explore What’s Ahead - https://t.co/ot8pVKOTKf
#TheMainstream
Catch Harsh Vardhan, Global Head - Digital Innovation, Apollo Tyres live on February 12, 2026, at Fairmont, Mumbai, as we decode how innovation and sustainability are reshaping India’s manufacturing future.
Register Now - https://t.co/dOCLXBtigP
#IIOTM2026#IndiaIncOnTheMove
@EconomicTimes presents India Inc on the Move: Smart and Sustainable Manufacturing, powered by @ROKAutomationIN .
Catch Harsh Vardhan, Global Head - Digital Innovation, Apollo Tyres Ltd on February 12, 2026, at Fairmont, Mumbai.
Register Now - https://t.co/KFAWdf7r5v
#IIOTM2026
🚀 #AI is evolving—are you ready? Join the #DeepSeek panel discussion at @aibharatexpo! #Top leaders discuss next-gen LLMs, India’s #AI roadmap, & #building AI locally.
📅 March 20, 2025
📍 Bharat Mandapam, New Delhi
🔗 Register: https://t.co/H9kZNfUvCl
#CI2025
We are delighted to announce that Harsh Vardhan, Global Head - Digital Innovation at @apollotyres, will be joining us as a speaker at Cypher 2024!
Harsh Vardhan is a prominent leader in AI and Digital Innovation, recognized for his ability to blend futuristic vision with practical business transformation strategies. As the Global Head of Digital Innovation at Apollo Tyres Ltd, Harsh drives AI-first digital innovation, fostering both top-down and bottom-up innovation cultures. His leadership is pivotal in implementing cutting-edge technologies such as AI, machine learning, AR/VR, and digital twins to transform business processes, enhance manufacturing efficiency, and accelerate sustainability goals.
Don't miss the chance to gain valuable insights from one of the leading experts in AI and technology. Be there to witness groundbreaking discussions and innovations!
Stay updated: https://t.co/ewusJDnqYm
#Cypher2024 #AI #TechInnovation #FutureTech
👎Bad news is that #GenAI creates bias, produces misinformation & can be very costly if not improved with relevant knowledge.
👍Good news? We can improve trust & accuracy of #AI with Decentralized Retrieval Augmented Generation (#dRAG) made possible by @origin_trail's #DePIN 👇
dRAG advances #RAG by leveraging @origin_trail’s Decentralized Knowledge Graph (DKG) - a global, open data structure consisting of interlinked knowledge assets - to enhance the accuracy and reliability of generative AI models.
The DKG is structured in a RDF knowledge graph and hosted on a decentralized network of nodes, designed to support a verifiable internet for AI in an open, permissionless way. The structured and interconnected data framework enhances AI's ability to understand, interpret, and generate insights from decentralized datasets.
Here’s how dRAG powers RAG and why decentralization is crucial for AI:
☑️ Verifiable Information: All knowledge in the DKG is verifiable in terms of provenance and ownership, which provide transparency and clarity of inputs used by AI models.
☑️ Hybrid AI System: Combining neural AI (e.g., Large Language Models) with symbolic AI (e.g., Knowledge Graphs), the dRAG utilizes both the learning capabilities of neural networks and the precise, rule-based processing of symbolic AI.
☑️ Decentralized Compute Integration: By integrating with decentralized computing resources, dRAG can make data processing more efficient and scalable, reducing the costs associated with running resource-intensive RAG systems.
☑️ Structured Knowledge Retrieval: dRAG uses SPARQL queries for precise extraction of external knowledge, beyond just vector embeddings and similarity search, ensuring more accurate and reliable AI-generated content.
☑️ Compatibility: Fully compatible with existing RAG frameworks (@neo4j, @Amazon, @Oracle, @Microsoft, @ontotext..) and supports all major data formats (@w3c, @gs1 EPCIS, @gs1 Digital link....)
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Decentralized approaches to RAG advance AI by prioritizing data privacy, security, and sovereignty - critical factors in building trustworthy and scalable AI applications.
The decentralized architecture also enables more efficient and cost-effective RAG deployments.
Recently unveiled prototype of the V8 DKG Edge Node showed 400x scale increase for publishing knowledge assets compared to DKG V6, with an even bigger increase expected, driving an even more powerful dRAG.
You may see the prototype in action👇 https://t.co/qagPadSZue and subscribe to @origin_trail for more content about ways to advance your AI solution!
Unlocking the Power of Decentralized Retrieval Augmented Generation (#dRAG) with #OriginTrail
Summary:
🌐 Revolutionizes data retrieval with decentralized technology
🔍 Enhances AI capabilities for better decision-making
💡 Improves data accuracy and reliability
🔒 Ensures robust data security and integrity
🚀 Boosts efficiency across various industries
The world of #AI is evolving at an unprecedented pace, and @origin_trail is at the forefront with its innovative Decentralized Retrieval Augmented Generation (dRAG) technology. This cutting-edge solution leverages the power of decentralized networks to revolutionize how we retrieve and utilize #data, bringing a myriad of benefits to various industries.
🌐 Revolutionizes Data Retrieval: dRAG empowers AI systems to access a vast, decentralized knowledge graph, enhancing their capabilities and providing more accurate and reliable data. By tapping into this rich source of information, AI can make better-informed decisions, leading to improved outcomes in fields such as healthcare, supply chain management, and scientific research.
🔍 Enhances AI Capabilities: One of the standout features of dRAG is its ability to maintain high levels of data security. Traditional centralized data retrieval systems are often vulnerable to breaches, but dRAG's decentralized approach ensures that data remains secure and tamper-proof. This is crucial in industries where data integrity is paramount, such as finance and life sciences.
💡 Improves Data Accuracy: Moreover, dRAG boosts efficiency by streamlining data retrieval processes. Instead of relying on siloed databases, it allows for seamless access to a distributed network of information, reducing latency and enhancing performance. This leads to faster and more efficient operations, benefiting businesses and consumers alike.
🔒 Ensures Robust Data Security: By decentralizing data retrieval, dRAG ensures that information is not only more accessible but also more secure. This robust security framework is essential for maintaining the integrity and confidentiality of sensitive data across various sectors.
🚀 Boosts Efficiency: dRAG’s ability to streamline data retrieval processes leads to significant improvements in operational efficiency. This technology reduces latency and enhances performance, making it a valuable asset for industries looking to optimize their operations.
In conclusion, @origin_trail's dRAG technology is a game-changer in the AI and data retrieval landscape. By enhancing AI capabilities, improving data accuracy, ensuring security, and boosting efficiency, it opens up new possibilities for innovation across multiple sectors.
Stay tuned to @origin_trail for more updates on this groundbreaking technology! 🌟
#AI #Blockchain #DataSecurity #Innovation #Tech #OriginTrail #dRAG #FutureTech #Decentralization
@origin_trail@nvidia@NeuroWebAI
𝐑𝐀𝐆 𝐯𝐬 𝐝𝐑𝐀𝐆: 𝐓𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 #𝐀𝐈-��𝐫𝐢𝐯𝐞𝐧 𝐂𝐨𝐧𝐭𝐞𝐧𝐭
In the evolving landscape of AI, two techniques are making waves:
1⃣Retrieval-Augmented Generation (#RAG)
2⃣Decentralized Retrieval-Augmented Generation (#dRAG).
1/🧵
So Barbara proposed a framework that
• is structured
• is Top-down, not bottom-up
• is Concise
• clearly articulates what needs to be done
• is grounded in the analysis, not anecdotes
So how does the framework work?
It narrows in on the traits of busy execs:
• Interested in the high-level, big strategic questions
• No time for details
• They think about multiple issues
• Action-oriented
• Facts, not guesses