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Medium

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Context Engineering. Intro & Pragmatic Take

  • Large-language models (LLMs) have a context window that limits the information they can process, including prompts, documents, tool-call schemas, and ongoing conversations.
  • The context window of an LLM is measured in tokens, which are bite-sized chunks of text that the model can understand, not in letters or words.
  • If the context window overflows, the oldest tokens are silently dropped, known as Context Window Overflow (CWO).
  • Strategies like filtering before vector search, re-embedding on version changes, hashing before embedding, and respecting token limits are key aspects of context engineering for LLM models to maintain efficiency and accuracy.

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Global Fintech Series

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AuditBoard & Deloitte Join Forces to Bring Tailored Governance, Risk, and Compliance Solutions to German Market

  • AuditBoard and Deloitte have expanded their alliance to offer tailored governance, risk, and compliance solutions to the German market, providing local support to shared customers for improved efficiency and compliance.
  • Deloitte Germany is launching a Center of Excellence to support AuditBoard implementations, offering specialised training, resources, content, and advisory services to meet the specific needs in Germany and beyond.
  • The alliance aims to address the operational inefficiencies in German internal audit and GRC functions caused by manual processes, with a focus on driving improved productivity for teams and enhancing risk management practices.
  • The success of AuditBoard's AI-powered platform has contributed to its growth, enabling teams to save time and focus on critical areas across audit, risk, and compliance processes.

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Medium

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224

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AI in eCommerce: The Rise of Cognitive Commerce

  • AI is revolutionizing eCommerce, shaping the DNA of modern businesses globally.
  • Cognitive systems are reshaping digital retail by anticipating and adapting to customer needs.
  • From personalization to automation, AI is becoming the operational brain of commerce.
  • Challenges include bias, privacy concerns, and the psychological impact of over-personalization.
  • Businesses need to embrace cognitive commerce for survival in the evolving digital landscape.

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Medium

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158

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Understanding the Role of AI in Business Intelligence

  • AI in business intelligence integrates data analytics tools with artificial intelligence technologies to enhance decision-making processes.
  • AI elevates business intelligence from a descriptive tool to a predictive engine, enabling rapid analysis, increasing operational efficiency, introducing new capabilities like NLP, and enhancing accuracy and speed.
  • Despite benefits, companies face challenges in adopting AI in business intelligence, which can be addressed through starting small with pilot projects.
  • AI is redefining what business intelligence can achieve and organizations need to adopt AI-powered BI for making timely, informed decisions that drive growth.

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Medium

7d

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149

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When Your Calendar Is a Dumpster Fire

  • As an engineering manager, it's essential to prioritize and guard your time to be an effective leader.
  • Blocking time in your calendar for tasks like reading documents, reviewing work, or planning is crucial to avoid being consumed by others' priorities.
  • Setting boundaries by communicating your unavailability for certain periods fosters respect and emphasizes the importance of focused work time.
  • Implementing tactics like embracing deep work blocks, running Manager's Retro sessions, and being transparent about your calendar can help reclaim control over your time and productivity.

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Medium

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264

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Code or Be Replaced: The AI Challenge for India’s Young Engineers

  • Key challenges faced by young Indian engineers in the AI era explored.
  • Concerns include job loss, skill obsolescence, market competition, and mental health.
  • Access to resources, ethical dilemmas, lack of guidance, and policy ambiguity discussed.
  • Need for educational reform, infrastructure investment, inclusive opportunities, mentorship, and policy clarity highlighted.
  • Support systems, education models, and collaborations crucial for empowering future engineers in AI age.

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Siliconangle

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239

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Agentic AI startup Asepha bags $4M seed funding to automate pharmacy operations

  • Pharmacy automation startup Asepha AI secures $4M seed funding to streamline operations.
  • Asepha's AI platform helps pharmacists reduce administrative work, enhancing efficiency and accuracy.
  • The platform integrates AI agents for prescription entry, call automation, and medication reconciliation.
  • Funding to expand teams, open office in NYC, and deliver a 32% reduction in labor costs.

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Siliconangle

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8

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NetBox Labs, the central nervous system for AI data centers, gets $35M in funding

  • Network infrastructure automation startup NetBox Labs Inc. secures $35M in Series B funding.
  • NGP Capital leads the round with participation from Sorenson Capital and Headline.
  • NetBox is a key contributor to the open-source NetBox project, crucial for data center management.
  • NetBox Cloud offers feature-rich API functionality for data center resource management.
  • The platform is gaining traction among data center operators and AI-native infrastructure builders.

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Hitconsultant

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475

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Asepha Secures $4M Seed for AI-Powered Pharmacy Operations

  • Asepha, a startup utilizing AI agents for pharmacy automation, has secured $4 million in a Seed round led by Glasswing Ventures and Core Innovation Capital.
  • Asepha's AI-powered tools aim to revolutionize pharmacy operations by automating core administrative tasks, enhancing efficiency and access to care.
  • The company's suite of AI agents includes an OCR prescription entry agent, an AI call agent for phone triage, and a browser navigation agent for web-based tasks, demonstrating high accuracy and user trust.
  • With the new funding, Asepha plans to expand its teams, operations with a New York City office, and global partnerships, focusing on enhancing patient care and improving pharmacy workflows through AI innovation.

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Geeky-Gadgets

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283

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AI Browsers : The Future of Productivity or Privacy Nightmare?

  • AI-powered browsers can analyze activity to deliver personalized recommendations and predict behavior.
  • Tools like OpenDia and Perplexity's Comet offer productivity benefits but raise privacy concerns.
  • Enhancing productivity through AI tools requires balancing utility with data security and privacy.
  • Grok 4 automates tasks to enhance creativity and integrates seamlessly with Python for efficiency.
  • Engaging with AI communities and learning Python can help maximize benefits responsibly.

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Sap

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SAP Receives Responsible AI Impact Award as Climate Week Spotlights Tech Innovation

  • London Climate Action Week 2025 saw SAP receive Responsible AI Impact Award.
  • Focus on decarbonization, climate finance, and digital innovation highlighted during the event.
  • SAP's initiatives aim to integrate sustainability, AI, and technology for climate progress.

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Geeky-Gadgets

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16

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Google AI Studio : AI Playground for Marketers, Educators and Developers

  • Google AI Studio is a platform designed to showcase the power of Gemini models, offering precision and flexibility for marketers, educators, and developers.
  • The platform organizes its functionality into specialized modules for tailored outcomes, providing flexibility and control over AI behavior and creativity.
  • Google AI Studio features advanced tools for professionals in various industries to streamline workflows and achieve high-quality results.
  • The platform's applications include creative content generation for marketing, education, and beyond, but users should consider privacy and budget limitations.

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The Robot Report

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MOTOR Ai gets seed funding toward explainable self-driving software

  • MOTOR Ai, a Berlin-based self-driving technology company, has secured $20 million in seed funding to deploy their explainable autonomous driving software on German public roads.
  • The company's technology, rooted in cognitive intelligence and neuroscience, focuses on transparency, traceability, and compliance with European regulations, allowing for reliable decision-making even in untested scenarios.
  • MOTOR Ai's approach aims to address the growing importance of trust and transparency in autonomous systems, ensuring decisions can be explained effectively, which aligns with European safety and legal standards.
  • The funding round, led by Segenia Capital and eCAPITAL, will support team expansion, commercial rollouts, and operational deployments of their Level 4 autonomous driving system in Germany this year.

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Gritdaily

7d

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228

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Marcus Weller Wants to Revolutionize Invention With an AI That Invents Itself

  • Marcus Weller has developed Deepinvent, an AI system that invents original intellectual property by identifying underexplored areas in science and technology and drafting patent filings efficiently.
  • Deepinvent uses a unique cognitive architecture that mirrors human inventors' processes, allowing it to learn, evolve, and predict future innovations.
  • Unlike traditional patent clusters, Deepinvent focuses on 'white spaces' in technology, generating over 2,000 inventions with a growing waitlist of 400 companies.
  • The platform democratizes innovation by offering pricing tiers for various users, from startups to patent lawyers, with the goal of accelerating innovation and strengthening national security.

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Geeky-Gadgets

7d

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203

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Grok 4 Worth the Hype? A Deep Dive Into Its Capabilities and Drawbacks

  • Grok 4 is an innovative AI model that excels in strategic planning and productivity by delivering precise and effective assistance in various tasks.
  • Its performance in benchmarks like ARC AGI and the International Math Olympiad sets new records due to enhanced training with ten times the computational resources.
  • Key strengths include its ability to provide fast and relevant responses, browse the web for solutions, and offer tailored insights for decision-making processes.
  • While Grok 4 is praised for its advancements, its premium price tag and limited coding capabilities may hinder accessibility for budget-conscious users and developers.

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