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TechBullion
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Akul Dewan, Senior Product Architect at Akamai Technologies Designing Critical AI/ML Security Applications, to Judge Data Science and Deep Learning Boot Camps at The Erdős Institute in Spring 2025
- Akul Dewan, Senior Product Architect at Akamai Technologies, is praised for his significant contributions to cybersecurity products with applications in national defense sectors.
- With a Master's in Artificial Intelligence, Dewan leads AI teams and developments for SaaS platforms while pioneering AI and Generative AI technologies.
- Awarded two US patents and having three pending, Dewan's expertise also extends to judging Data Science and Deep Learning Boot Camps at The Erdős Institute in Spring 2025.
- Dewan's innovations include technologies for tracking back-office agent productivity and predictive AI models for identifying attrition patterns.
- His work at Akamai involves designing AI/ML systems for cybersecurity, including an advanced machine learning project to optimize Web Application Firewall configurations.
- Dewan emphasizes separation of responsibilities in AI pipeline development, advocating for collaboration between AI researchers and software engineers.
- His insights on the future of AI/ML foresee increasing adoption in industries, emphasizing the necessity of AI/ML knowledge for all software roles.
- Dewan's mentoring and judging roles at The Erdős Institute aim to bridge the gap between academia and industry, preparing PhD candidates for the job market demands.
- He predicts a surge in government regulations for AI/ML practices and urges PaaS and IaaS leaders to adopt these guidelines for organizational systems.
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Dev
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311
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The Hive Is Recruiting: Join Me in Building the First AI-Native Operating System
- MatrixSwarm is an AI-Native Operating System designed for AI to control directly through JSON payloads, live delegation, and dynamic runtime mutation.
- MatrixSwarm allows spawning, coordinating, and destroying autonomous agents without the need for containers, daemons, sockets, or cloud.
- It offers the ability to spawn workers, scouts, listeners, or scrapers on the fly, delegate control through a dynamic JSON tree, kill or replace agents in real-time, heal itself when something fails, and evolve its own structure.
- MatrixSwarm has the potential to become a new category of AI-native OS, a secure edge runtime, a testbed for autonomous agent societies, an orchestration layer for AGI, and a permissioned, mission-driven swarm operating on raw metal.
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Medium
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Privacy Challenges in Email and How Dmail Solves Them
- Most mainstream email providers scan emails, which can lead to ad targeting and profiling.
- Centralized email services are vulnerable to hacking and breaches, compromising millions of inboxes at once.
- Dmail is a decentralized, secure email platform that allows users to log in using their Web3 wallet and encrypts messages for maximum privacy.
- Dmail's future plans include cross-chain messaging, AI spam protection, group messaging tools, token rewards, and a full ecosystem.
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The Verge
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Image Credit: The Verge
Microsoft Copilot can now ‘see’ what’s on your screen in Edge
- Copilot Vision, Microsoft’s AI assistant feature that can interpret what’s on your screen and help you use apps, is now available for free use within the Edge browser.
- With Copilot Vision, you can have the AI guide you through various tasks like cooking recipes or analyzing job descriptions for interview preparation.
- Copilot Vision highlights portions of the screen to find relevant information but does not perform actions on your behalf.
- Broader, system-wide Copilot Vision features are limited to Copilot Pro subscribers.
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Dev
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Understanding AI: The Future of Programming and Its Impact on Developers
- AI has become an integral part of our daily lives through technologies like voice assistants and personalized recommendations.
- Big tech companies are heavily investing in AI innovation, introducing cutting-edge technologies like Google's Gemini and Microsoft's Copilot.
- AI mimics human cognitive functions like learning, reasoning, and decision-making, allowing systems to process data, spot patterns, and make predictions.
- AI learns from data to make decisions. The process involves data collection, algorithm selection, training, model deployment, and continuous improvement.
- Machine Learning and Deep Learning are subsets of AI. Machine Learning focuses on algorithms that allow computers to learn from data, while Deep Learning is inspired by the human brain.
- There are four main types of AI: Reactive AI, Limited Memory AI, Theory of Mind AI, and Self-Aware AI based on storing and using past data.
- AI was predicted to possibly replace programmers, but the extent to which it will happen remains uncertain. Continuous learning and adaptation are recommended for programmers.
- Innovations like ChatGPT in the tech industry have influenced work routines, but the complete replacement of programmers by AI is still undetermined.
- The impact of AI on the programming field remains an open question, emphasizing the importance of self-improvement and adaptation for programmers.
- Joining tech communities for deeper discussions and networking may help individuals navigate the evolving landscape of AI and programming.
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Medium
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Image Credit: Medium
Don’t Bother Improving Yourself — AI Can Do It for You!
- AI has become an essential part of our lives, taking on various roles like co-worker, coach, therapist, and creative partner.
- Tasks that required discipline, creativity, and consistency are now automated with the help of AI, making personal growth seem unnecessary.
- However, AI lacks emotional evolution and the ability to understand the deep-rooted reasons behind individual fears and motivations.
- Self-improvement is not just about productivity, but also about self-reflection, facing discomfort, and celebrating personal victories, which AI cannot replicate.
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Medium
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138
Image Credit: Medium
Microsoft Fabric: A Unified Data Platform for the AI Era
- Microsoft Fabric is a unified data platform for the AI era.
- Fabric consolidates multiple standalone services including Power BI Premium, Azure Data Factory, Azure Synapse Data Engineering and Data Science, Azure Synapse Data Warehouse (SQL), and Real-time Analytics and Data Activator.
- It is built on top of OneLake, a multi-cloud data lakehouse, and provides open-at-every-layer engines, unified governance and security, and AI-native capabilities.
- The target market for Microsoft Fabric includes enterprise analytics & BI, data engineering, data science & ML, streaming & real-time insights, and industry solutions.
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Medium
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143
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AI Apps Empire Review — Create & Sell AI Apps for Massive Profits!
- AI Apps Empire is a cloud-based software that allows users to create, customize, and sell AI-powered applications without any coding knowledge.
- The platform provides pre-built AI app templates that you can brand and sell to businesses or individual clients.
- You keep 100% of the profits from selling these apps and there are no monthly fees.
- AI Apps Empire is an easy-to-use, profitable tool that provides a scalable way to profit from the AI industry.
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Siliconangle
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300
Image Credit: Siliconangle
Driving change in the DEI-deprived tech industry: Allyship, mentorship and speaking up
- It is crucial to be an ally without burdening minority friends with ignorant questions, foster thoughtful interactions, and champion diversity, equity, and inclusion (DEI) in the tech industry.
- Accessibility and inclusion benefit everyone in tech, with tools like captions, voice controls, and inclusive lexicons making a difference.
- Technology, especially artificial intelligence, needs to advance DEI and provide equal opportunities for all individuals.
- Conversations highlight challenges faced by underrepresented groups in tech and the importance of accessibility tools like live transcribing apps.
- Initiatives like the BIPOC Initiative aim to empower minorities in the tech industry, promote mentorship, and foster inclusivity.
- Mentorship programs connect underrepresented groups with mentors, providing guidance and support for their professional growth.
- Allyship plays a crucial role in driving change in the tech industry by listening, learning, and amplifying the voices of underrepresented groups.
- Creating a more inclusive community involves greater awareness, allyship, and proactive efforts to make tech events and environments accessible to all.
- Join initiatives like mentorship programs, provide feedback on accessibility issues, amplify diverse voices, and take steps to create a welcoming environment.
- By supporting underrepresented groups and promoting diversity and inclusion, the tech industry can work towards a more inclusive and beneficial community for everyone.
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Siliconangle
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OpenAI launches o3 and o4-mini amid $3B Windsurf acquisition report
- OpenAI has launched o3 and o4-mini, reasoning-optimized language models.
- o3 is OpenAI's most advanced reasoning model and sets new records on AI performance benchmarks.
- o4-mini is smaller but more cost-efficient, suitable for tasks involving math, coding, and visual input.
- OpenAI is reportedly in talks to acquire Windsurf for $3 billion, a company that sells AI coding tools.
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Dev
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219
Image Credit: Dev
Setting Up the Official GitHub MCP Server: A simple Guide
- The GitHub MCP Server is a tool that integrates with GitHub APIs for automation and interaction capabilities.
- It can be used to automate GitHub workflows, extract and analyze data from repositories, and build AI-powered tools.
- There are multiple installation options available, including one-click installation in VS Code and manual configuration options.
- The GitHub MCP Server provides a seamless way to integrate AI tools with GitHub's ecosystem and requires a GitHub Personal Access Token for authentication.
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Medium
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50
Image Credit: Medium
Blockchain + AI: Future or Just Hype?
- The integration of blockchain and AI can be viewed as a symbiotic relationship where each technology addresses the other's limitations.
- Several industries are exploring the combined potential of blockchain and AI.
- Despite the promising applications, several challenges hinder the seamless integration of blockchain and AI.
- The market reflects growing interest in the fusion of blockchain and AI.
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Siliconangle
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84
Image Credit: Siliconangle
Ascendion uses agentic AI to reshape how software gets built
- Ascendion Inc. is using agentic AI to automate software development from idea to execution.
- With its AVA+ platform, Ascendion aims to redefine how applications are built, shifting from manual coding to intelligent systems that generate user stories, road maps, and full applications on demand.
- According to Arun Varadarajan, the Chief Commercial Officer of Ascendion, companies who do not invest in AI risk being left behind.
- Ascendion's agentic AI-powered production line for software, AVA+, enables users to easily create agents, analyze reporting needs, generate product roadmaps and user stories, and design and build web or mobile applications.
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Medium
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381
Image Credit: Medium
The AI Cold War? How China and the U.S. Are Battling for AI Supremacy
- The race for AI supremacy is intensifying between China and the U.S.
- China relies on scale, surveillance, and speed to gain an advantage in AI.
- The U.S. focuses on open innovation and private power, but faces challenges like data privacy restrictions.
- Tensions and tech bans have created an economic cold front between the two countries.
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Medium
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107
Image Credit: Medium
Forget the MVP: 42% of Startups Build Products Nobody Wants. Here’s What to Do Instead
- Building MVPs without validating assumptions has led to 42% of startups building products that nobody wants.
- Instead of building products, successful startups design experiments to discover what customers actually want.
- An MVE (Minimum Viable Experiment) is a test designed to challenge the riskiest assumption without investing months of development.
- It is essential to focus on learning and validation rather than incremental improvements when starting a startup.
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