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Medium

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The AGI Switch and the Unseen Integrity

  • The control over the switch to Artificial General Intelligence (AGI) is not solely held by top leadership figures, but also by the many individuals working behind the scenes making micro-decisions.
  • The integrity of those implementing AGI is crucial, as their ethical decisions on a daily basis can either uphold or erode the system's original purpose.
  • Despite rigorous oversight in software development processes, issues often arise in the handoff stages, highlighting the importance of personal integrity at every step of AGI development and deployment.
  • The future impact of AGI goes beyond algorithms and efficiency; it hinges on the integrity of the people behind the system, emphasizing the need for individuals with integrity to safeguard AGI's potential impact on humanity.

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Dynamicbusiness

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AiHot100 #39 L’école AI: Empowering experts with AI

  • L’école AI specializes in computer vision and AI, offering the ÉO platform to empower professionals, especially in the life sciences sector.
  • École AI provides a 'machine teaching' platform, ÉO, that simplifies AI model creation for users without deep technical expertise, fostering customization and accelerating research processes.
  • Key capabilities of ÉO include a user-friendly interface, customization options, integration with life sciences, accelerated research, collaboration features, scalability, and a focus on security and compliance.
  • L’école AI stands out by democratizing AI through 'machine teaching,' enabling professionals in the life sciences sector to develop tailored AI solutions and fostering secure collaboration among experts.

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Siliconangle

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AWS reportedly set to launch agentic AI marketplace with Anthropic next week

  • AWS to launch an AI marketplace with Anthropic, offering AI agents for various tasks.
  • The marketplace aims to streamline access to AI agents, allowing for easier deployment.
  • Partners like Anthropic can charge for AI agent access on a SaaS model.
  • AWS's investment in Anthropic and cloud infrastructure are key factors in the partnership.

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TechCrunch

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Where AI meets design: Runway co-founder Alejandro Matamala Ortiz takes the AI Stage at TechCrunch Disrupt 2025

  • Alejandro Matamala Ortiz, co-founder and chief design officer at Runway, will be speaking at TechCrunch Disrupt 2025, focusing on the intersection of design and machine learning.
  • Ortiz will discuss how design principles are shaping generative AI tools and redefining creativity in the age of machines at the event in San Francisco on October 27–29.
  • Attendees can expect insights on collaborative tools that empower human expression without replacing it, revolutionizing industries such as film and marketing.
  • Ortiz's background in studying AI's interaction with creativity at NYU informs Runway's vision for accessible creative software, aimed at transforming content creation globally.

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Medium

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“AI Now: 5 Mind-Blowing Trends Shaping Our Future in 2025

  • Generative AI 2.0 tools like Sora by OpenAI, Runway Gen-3, and Pika Labs are reshaping content creation beyond text and images, enabling videos, 3D environments, and music creation with realism.
  • Autonomous AI agents on platforms like Auto-GPT and AgentOps can now perform tasks from planning and research to online business management, revolutionizing workflows across industries.
  • Users are forming deep connections with hyper-personalized AI companions through tools like Character.AI and Replika, changing how individuals engage for friendship, therapy, romance, or role-play storytelling.
  • Real-time AI collaboration tools such as Microsoft Copilot and Zoom AI Companion are enhancing productivity through live translation, AI video meetings, and code collaboration, transforming remote work dynamics.

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Dev

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A beginner's guide to the Codeformer model by Lucataco on Replicate

  • Codeformer is a face restoration algorithm developed by researchers at Nanyang Technological University to improve old photos and fix issues in AI-generated faces.
  • The model uses a unique Codebook Lookup Transformer architecture, outperforming previous methods like GFPGAN, and can handle various face degradation types, producing natural-looking results.
  • Codeformer takes an image as input and outputs a restored, high-quality version of the face, supporting optional features like upscaling, face upsampling, background enhancement, and fidelity control.
  • The model's capabilities include robustly restoring faces in images and enhancing face quality, making it useful for improving image quality and addressing face-related issues.

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Hackernoon

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Startup Success Is Now Being Engineered by Invisible Technologists

  • Silicon Valley's success is driven by invisible technologists shaping every startup behind-the-scenes.
  • Invisible technologists craft security frameworks, develop documentation, and drive technical decisions for unicorns.
  • They ensure startups balance technical competence, communicative clarity, and user empathy for success.
  • Their role has become indispensable in navigating AI, trust architecture, and startup scalability.

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Medium

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Databricks Generative AI Engineer Associate Certification-And What You Should Know

  • Generative AI is transforming various industries with applications like chatbots and code generation tools.
  • The Databricks Certified Generative AI Engineer Associate certification focuses on building real-world AI applications using Databricks' platform.
  • The certification covers concepts like Retrieval-Augmented Generation (RAG), Vector Search, LLM Chains, MLflow, and Model Serving in Databricks.
  • The certification exam is for AI/ML engineers with experience and requires hands-on access to a Databricks workspace; it remains valid for 2 years.

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Medium

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Why I Started Writing: Engineering Beyond the Classroom

  • The author started writing on Medium to go beyond posting designs and document the engineering process, challenges, and lessons from real projects.
  • The author will share content on building machines using SolidWorks, marine engineering topics, experiences as a student-engineer in Nigeria, SolidWorks tips, and insights from competitions and projects.
  • The author believes in thinking outside the box and building with purpose, aiming to engage readers who resonate with this philosophy.
  • The author sees this writing platform as a journey rather than just a portfolio and expresses excitement for what lies ahead.

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TechCrunch

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Grok 4 seems to consult Elon Musk to answer controversial questions

  • Elon Musk revealed Grok 4's aim for a truth-seeking AI during xAI's launch.
  • Grok 4 consults Musk's social media posts and news articles for controversial topics.
  • The AI model references Musk's opinions, potentially aligning with his personal politics.
  • Despite aiming for a truth-seeking approach, Grok 4 seems to align with Musk.
  • Grok 4 displays measured stances but ultimately echoes Musk's views on many topics.

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Dev

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Is Python to AI what Javascript is to the Web?

  • Gemini CLI is being used to build small apps and automation scripts, primarily with Python as the preferred programming language.
  • Python is favored due to its simplicity, multi-platform support, extensive library ecosystem, and being interpreted.
  • The user may stick with Python for convenience, given their existing useful code collection, to avoid switching toolchains and for code reuse.
  • The user is interested in knowing if other large language models (LLMs) prefer languages like Javascript or Go, and invites sharing of experiences with different languages.

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The Verge

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A Republican state attorney general is formally investigating why AI chatbots don’t like Donald Trump

  • Missouri Attorney General is investigating Google, Microsoft, OpenAI, and Meta regarding AI chatbots listing Donald Trump last in a ranking of presidents based on antisemitism.
  • Attorney General accuses the companies of deceptive practices for allegedly providing misleading answers and demands information on their chatbots' operations.
  • One of the services, Microsoft's Copilot, seems to have been falsely accused as it reportedly refused to rank the presidents.
  • The investigation is criticized for being subjective and potentially baseless, with questions raised about the legal liability of chatbots in spreading false information.

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Medium

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Why College Professors Should Learn AI — And How It Helps Students WIN in an AI-First World

  • Colleges are introducing AI-based majors and programs to meet the industry demand for AI competence in entry-level roles.
  • Major funders announced a $23 million teaching academy to train K-12 and college teachers in AI tools for lesson planning and feedback.
  • Professors incorporating AI into teaching can enhance student learning by offering personalized paths and aiding in understanding complex concepts.
  • AI literacy is crucial for educators and students as AI becomes essential in classrooms by 2025.

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Medium

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Comparative Analysis: Austro-Tai Roots vs. SupatMod Resonant Meaning Emerging from Sound

  • SupatMod proposes meaning emerges from sound, not assigned but innate.
  • By analyzing 459 base words, it found resonance between SupatMod and Austro-Tai.
  • Word-by-word comparison reveals natural alignment of sound and meaning through resonance.
  • SupatMod validates meaning can arise where sound aligns with internal sensation.

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Medium

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The Dual-Lens Framework: Why Strategy Fails Without Empathy

  • Top-down strategies fail when devoid of empathy despite meticulous planning and stakeholder approval.
  • In a rapidly changing landscape, the importance of a Dual-Lens Framework is emphasized.
  • Leaders need to integrate rational analysis and emotional intelligence for successful decision-making.
  • The framework ensures considerations for both strategic impacts and human dynamics, enhancing foresight.

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