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Medium
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The-Knight-s-Tour-Problem
- Core backtracking function to find a solution to the Knight's Tour problem on a chessboard.
- Function parameters include the board, current position of the knight, and move number.
- Iterates through possible moves, marks visited squares, and backtracks if no solution is found.
- The function prints the board after the knight completes its tour, showing the order of visited squares.
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CodeAnt Aims to ‘Stand on the Shoulders of AI Coding Giants’
- CodeAnt AI, a rising player in the AI debugging and reviewing tools space, recently secured $2 million in seed funding to enhance its AI code reviewer.
- The funding round, led by Y Combinator and other notable investors, values CodeAnt AI at $20 million.
- Founded by Amartya Jha and Chinmay Bharti in 2023, the platform supports over 30 programming languages and emphasizes efficiency in code reviews.
- CodeAnt AI's unique value proposition and focus on AI-driven code review sets it apart in a competitive landscape.
- The platform caters to large organizations like Tata 1mg and Cipla, offering tailored solutions for complex codebases.
- Investors like Y Combinator's Tom Blomfield emphasize the importance of effective code review processes in an AI-dominated coding environment.
- CodeAnt AI's integration with major development platforms and its one-click fix suggestions streamline code review processes.
- By leveraging a proprietary language-agnostic AST engine and threat intelligence, CodeAnt AI addresses complex issues and enhances cybersecurity aspects.
- Clients such as Bureau, Kuku FM, and Akasa Air have praised CodeAnt AI for its accuracy in detecting code defects and improving security postures.
- Engineering leaders, like Adil Khanday and Salil Deshpande, have witnessed tangible benefits from using CodeAnt AI in enhancing code quality and security measures.
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[Webinar Alert] Intel is Bringing GenAI to Life on AI PCs
- Upcoming webinar by AIM and Intel will focus on bringing GenAI to life on AI PCs through optimized AI deployment.
- Led by Anisha Udayakumar, the session will cover model quantization, runtime optimization, and real-time inference improvements using Intel's OpenVINO toolkit.
- The webinar targets AI and ML developers aiming to build private generative AI applications on edge devices, reducing reliance on cloud infrastructure.
- Attendees will learn through real-world examples how to seamlessly run models like Deepseek and Meta’s Llama on-device, empowering them to develop AI tools themselves.
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ServiceNow Partners with NVIDIA to Launch Reasoning Model Apriel Nemotron 15B
- ServiceNow unveiled the reimagined ServiceNow AI Platform at Knowledge 2025 event, introducing powerful new capabilities for enterprises.
- The major highlight is Apriel Nemotron 15B, a reasoning LLM built with NVIDIA, optimized for enterprise reasoning, low latency, and cost-efficient inference.
- ServiceNow aims to accelerate end-to-end enterprise automation by partnering with Microsoft, Google, NVIDIA, and Oracle.
- The new AI Platform includes features like AI Control Tower, AI Agent Fabric, Workflow Data Fabric, and Knowledge Graph for seamless orchestration across enterprise systems.
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Analyticsindiamag
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India-UK FTA to Boost Semiconductor Growth in India
- India and the United Kingdom have concluded a free trade agreement to boost trade, investment, and innovation, focusing on strategic sectors.
- The FTA aims to catalyze growth, job creation, and innovation in both economies through reduced tariffs on components and enhanced export potential.
- Industry leaders, like Ashok Chandak, believe the FTA will boost India's image globally and benefit sectors like semiconductor design and embedded systems.
- The agreement also facilitates skilled talent exchange, strengthens supply chain resilience, supports green electronics cooperation, and aligns with India’s goal to increase exports by $1 trillion by 2030.
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Hugging Face Launches Web-based AI Agent Similar to OpenAI’s Operator
- Hugging Face launched Open Computer Agent, a free AI agent that operates a virtual computer through text instructions.
- The AI agent uses smolagents, Qwen2-VL-72B, and E2B Desktop to power it, allowing users to control a Linux-based machine through a browser.
- While effective with basic commands, the agent faces challenges with more complex tasks, slower response times, and handling CAPTCHA during early testing.
- The launch aims to demonstrate the increasing competency and affordability of open models in the cloud, offering an alternative to OpenAI's Operator for interacting with websites.
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Guess Which Industry is the New Hub for Top Tech Talent — Not IT or E-Commerce
- The debt collection industry is quietly transforming, attracting tech talent from giants like Amazon and Google.
- Traditionally, debt collections were slow, inefficient, and limited by physical constraints.
- While other finance verticals shifted to digital, collections started adopting digital channels more recently.
- Tech startups like Spocto X are revolutionizing debt collections through AI-powered platforms.
- Top tech talent from institutions like IITs and Ivy League schools are driving innovation in this industry.
- Spocto X, led by Vivek Srikantan, is using AI and ML to create efficient digital infrastructure for collections.
- The shift of tech talent to debt collection shows a thirst for innovation and problem-solving at scale.
- Spocto X's platform includes intelligent automation, AI-driven campaign orchestration, and multilingual video communication.
- Challenges faced include resistance from traditional players to adopt modern AI-driven approaches.
- Tech-driven collections can enhance India's financial ecosystem and provide transparency and choice to borrowers.
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Medium
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From Cells to Circuits: How Biology is Shaping the Future of AI
- Artificial intelligence (AI) draws inspiration from biological systems like the brain and cellular processes, aiming to replicate their adaptability and precision.
- Nature's solutions to complex problems through learning, adaptation, and evolution serve as the blueprint for resilient and adaptive AI models.
- AI technologies such as neural networks and genetic algorithms are influenced by biological intelligence, offering real-world applications in fields like sequence classification and robotics.
- Cellular communication in AI systems has been modeled after cell-to-cell signaling, enhancing the design of communication protocols.
- Real-world applications like LinOSS and self-healing swarm robotic systems highlight the efficacy of AI models inspired by biological dynamics.
- AI development mimics biological systems' decentralized intelligence, like octopus arms making independent decisions, aiming for a more collective decision-making approach.
- Exploring biological adaptability, AI innovation seeks to emulate the survival capabilities of organisms like tardigrades in extreme environments.
- By understanding and learning from nature, AI can evolve to be more resilient, adaptive, and lifelike, moving beyond mere imitation to true integration with biological principles.
- Nature's neuroplasticity, problem-solving tactics of ants, and survival mechanisms of tardigrades offer valuable insights for developing AI that goes beyond programmed instructions.
- The future of AI lies in embracing nature's wisdom, evolving alongside biological systems, and harnessing their innate ability to adapt, heal, and evolve over time.
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Cursor Pro is Now Free for Students
- AI coding tool Cursor is now offering students a free one-year Pro subscription, including access to premium models and fast request limits.
- Students can verify their status using a student email ID on Cursor's official website to avail the free Pro plan for 12 months, which will renew at the regular price unless canceled.
- Existing Pro subscribers will get a refund for unused time, and the student offer will be applied immediately, granting 500 fast requests per month for premium models and unlimited slow requests.
- Students can cancel anytime and retain access until the end of the billing cycle, amidst reports of OpenAI acquiring Windsurf, another AI coding tool for $3 billion, which introduced a student discount and 'Codeium AI Fellowship' program.
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Shouldn’t Git Be Taught in Engineering Colleges?
- There is a growing need to bridge the gap between academia and industry in computer science by integrating universally preferred tools like Git in engineering programs.
- Many developers express surprise at the lack of Git training in undergraduate computer science and engineering programs, despite its essential role in the industry.
- Some premier engineering colleges in India and universities in the United States also do not include Git training in their curriculum, highlighting a broader issue with computing ecosystem literacy.
- While some suggest hands-on learning of Git is more beneficial in real-world scenarios, others argue for an early mention of Git in academic projects to naturally integrate it into students' toolkits.
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Space Tech Startup InspeCity Raises $5.6 Mn for In-Orbit Satellite Servicing
- InspeCity, a Maharashtra-based space-tech company, raised $5.6 million in seed funding for satellite life extension and sustainable space operations.
- The funding was led by Ashish Kacholia, with contributions from Speciale Invest, Shastra VC, Antler India, DeVC, MGF Kavachh, and Anicut Capital.
- InspeCity aims to redefine satellite operations economics and sustainability through its propulsion, robotics, and Rendezvous, Proximity Operations, and Docking (RPOD) technologies.
- The funding will be used to space-qualify technologies, expand the engineering team, fast-track global deployment, and build India's space infrastructure presence.
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Medium
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6 AI Agents That Can Replace Your Jobs
- Twitter operated more productively with fewer employees, releasing more features while having fewer staff.
- Meta and Amazon underwent significant job cuts in 2023, yet their stock prices doubled and had successful years.
- As AI automation advances in 2025, six AI agents are highlighted that have the potential to replace various job roles.
- These AI agents include tools for creating ads, videos, finding influencers, writing reports, managing online presence, and handling SEO tasks.
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Sarvam AI Launches Bulbul, New Voice Model for Indian Market
- Sarvam AI has launched Bulbul, a new speech AI model supporting 11 Indian languages with natural accents for authentic voice interactions.
- Bulbul focuses on providing real, non-robotic voice interactions with lightning-fast performance and custom voices for brands.
- The first version, Bulbul v1, was released in August last year with six distinct voices catering to various communication needs.
- Sarvam AI was selected by the Indian Government to develop India's sovereign Large Language Model as part of creating indigenous AI capabilities.
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Routematic Raises $40 Million in Series C Round Led by Fullerton, Shift4Good
- Routematic, a corporate commute platform in India, has raised $40 million in a Series C funding round led by Fullerton Carbon Action Fund and Shift4Good.
- The company plans to expand its fleet to over 10,000 vehicles and convert 30% to electric by March 2026 to strengthen sustainable corporate mobility.
- India's employee transportation market is projected to reach $13.2 billion by 2030, driving demand for services like Routematic that focus on employee well-being and sustainability mandates.
- The funding will be used to scale AI-powered operations, establish city-level command centers, and continue creating efficient, environmentally responsible commuting solutions, as stated by company executives.
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Indian VCs Want to Invest in Deep-Tech Startups Despite Govt Skepticism
- Indian venture capitalists are now showing interest in deep-tech startups focusing on hardware, AI, robotics, and space infrastructure, challenging the traditional focus on app development and IT services.
- At Startup Mahakumbh 2025, there was a debate sparked by the emphasis on shifting from convenience apps to deep-tech innovations by commerce minister Piyush Goyal.
- Investors like Kushal Bhagia defended their deep-tech investments, highlighting India's global competitive edge in this sector.
- Venture capital firm Seafund has been investing in startups across semiconductors, space tech, and AI-powered health tools, promoting a shift towards foundational technological innovations.
- India has seen a shift in its deep tech landscape, with startups emerging in sectors such as defence, computing, and space technologies, expanding beyond mobile apps and payment systems.
- Venture capitalists in India are not only providing funding but also guiding founders, building connections, and offering technical support to startups, contributing to the growth of deep-tech startups.
- A change in mindset among investors and founders, coupled with access to mentorship and capital, has allowed for riskier and more technical investments in deep tech startups.
- AI is evolving as a foundational element in startups, with lean, AI-native structures and AI integration in various sectors beyond core tech companies.
- Seafund is actively investing in deep-tech sectors such as energy, automation, and robotics, addressing challenges in India's dependence on imports and labour transitions by driving innovation in these spaces.
- Seafund's portfolio includes startups like TakeMe2Space in space tech, Calligo Tech in compute infrastructure, and Consint.ai in health tech, showcasing the diverse applications of deep tech in India.
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