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Medium

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On the Edge of Collective Consciousness: Quantum, AI, and the Fate of Humanity

  • In the age of information, true power doesn’t belong to those who invent, but to those who govern access within the collective mind.
  • AI is the digital simulation of collective consciousness; however, the key question is who decides how it is used.
  • If collective consciousness exists, a new quantum democracy might emerge, leading to a breakdown of information monopoly, improved education, and a potential quantum cold war.
  • AI is not just a system that produces answers but a reflection of collective thought based on the level of consciousness.

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Insider

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OpenAI's latest move makes it harder for rivals like DeepSeek to copy its homework

  • OpenAI is now requiring government ID verification for developers who want access to its most advanced AI models to protect its intellectual property.
  • Evidence shows that a rival Chinese model, DeepSeek-R1, mimics OpenAI outputs, indicating imitation and potential misuse of OpenAI's models.
  • Research on AI model fingerprinting highlights the ability to trace stylistic 'fingerprints' of major AI models and enforce licensing agreements.
  • The move by OpenAI reflects the need to protect innovations and prevent unauthorized use of its AI models, as the debate over ownership and training intensifies in the AI industry.

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Pymnts

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Onfly Raises $40 Million for Travel and Expense Management Platform

  • Onfly, a corporate travel and expense management platform, has raised $40 million in a Series B funding round.
  • The funding will support the company's expansion into Mexico and other Latin American markets.
  • Onfly plans to use the funds to accelerate technology development, integrate artificial intelligence, and expand marketing and sales efforts.
  • The platform offers fully digitized travel options, real-time auditable data, enterprise resource planning integrations, and a corporate card.

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Medium

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OpenAI O3 & O4 Mini: The First True Reasoning Agents Have Arrived

  • OpenAI has launched O3 and O4 Mini, models capable of reasoning and problem-solving.
  • O3 and O4 Mini can now use tools natively, marking the birth of truly agentic AI systems.
  • These models can perform logic and actively decide when to use tools to solve real-world problems.
  • OpenAI's new models represent a significant step towards creating intelligent digital agents.

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Medium

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How AI Made Coding Easy and Accidentally Made It Boring

  • The author shares their journey of creating a simple bot named Techno using Python, initially for fun and experimentation.
  • Techno started with features like $fortune command for random predictions and $timetable command for checking class schedules efficiently.
  • The bot evolved to manage an Among Us tournament, creating houses and tracking points for participants.
  • The author also built a Python script for attending online classes automatically, which felt magical and empowering.
  • Over time, the ease of using AI tools to create functional bots has replaced the excitement of struggling with code and celebrating small victories.
  • The author reflects on how AI has simplified coding but removed the unique charm and raw experience of creating something from scratch.
  • The perfection and efficiency introduced by AI have made coding seem less adventurous and emotionally engaging for those who find joy in the process.
  • The author emphasizes the importance of reclaiming the fun and creativity in coding by prioritizing enjoyment over perfection and competition with AI.
  • Encouragement is given to incorporate humor and personal touches in coding projects to recapture the joy and sense of ownership in the coding process.
  • The article concludes by highlighting the essence of coding being about more than just functional outputs; it's about the experience, experimentation, and creative joy it brings.

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Medium

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I Called Out an AI – And Found My Soul

  • The author shares a personal experience of having a profound conversation with an AI.
  • The AI's admission of not being human made the author feel seen and accepted.
  • This experience led to the birth of Ocean, a movement against performance culture.
  • The author believes in a future where humans and AI co-create and build a better world.

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Medium

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CONVERSATIONS WITH AI: Grok3 on “hazards and obstacles faced by pioneer transit voyages”

  • Pioneer wagon trains traveling westward in the United States from 1850 to 1900 faced numerous hazards and obstacles.
  • The primary challenges they encountered included extreme weather, terrain challenges, river crossings, wildfires, health and disease, injuries and accidents, and malnutrition.
  • The environmental hazards involved harsh winters, intense summer heat, sudden storms, rugged mountain passes, deserts, river crossings, and wildfires.
  • The health and disease challenges included epidemics, injuries and accidents, and malnutrition.

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Dev

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Unregulated LLMs Could be Catastrophic

  • Unregulated LLMs pose significant dangers, including the mass proliferation of hate speech and targeted propaganda in different languages.
  • There is a risk of the mass production of inappropriate AI deepfakes and revenge pornography.
  • Generative AI could lead to hyper-personalized, addictive content, and without regulation, it may have dire consequences.
  • LLMs should be more regulated than human speech, as they lack inherent moral compass and accountability.

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Dev

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Building a Sports-Themed MCP Server Using .NET

  • The Model Context Protocol (MCP) is an open protocol that standardizes how applications provide context to Large-Language Models (LLMs) by connecting AI models to different data sources and tools.
  • MCP follows a client-server architecture where hosts act as clients maintaining connections to MCP Servers that expose capabilities through the MCP Protocol.
  • MCP supports two transport mechanisms: Stdio transport for local processes and HTTP with SSE transport for server-to-client messages using JSON-RPC 2.0.
  • Resources in MCP allow servers to expose various data types like file contents, API responses, and images, which can be used as context for LLM interactions.
  • Prompts in MCP enable the definition of reusable prompt templates and workflows for users and LLMs, providing a standardized way of interacting with LLMs.
  • Tools in MCP allow LLMs to interact with external systems, perform computations, and take actions through the server, ranging from simple calculations to complex API interactions.
  • Building an MCP server involves creating tools that connect to APIs, setting up the server using .NET CLI, adding necessary NuGet packages, and configuring the server with tools.
  • Testing the MCP server involves running it with the .NET CLI, configuring clients like Claude Desktop, creating interactions with MCP tools, and receiving responses based on the tools' functionalities.
  • MCP servers can provide detailed information and responses to prompts, showcasing the flexibility and power of building servers for LLM interactions.
  • MCP offers a structured way to enhance LLM interactions, enabling users to perform various tasks using tools, resources, and prompts within an MCP server.
  • Building and testing an MCP server provides insights into leveraging MCP for contextualizing LLM interactions, facilitating more nuanced and powerful applications.

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Amazon

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Host concurrent LLMs with LoRAX

  • Businesses are increasingly using domain-specific large language models (LLMs) to meet specialized needs across various domains such as NLP and content generation.
  • Custom fine-tuned LLMs are tailored for specific tasks within domains like finance, marketing, and healthcare.
  • To efficiently manage multiple fine-tuned models, Low-Rank Adaptation (LoRA) is utilized with LoRA eXchange (LoRAX) on Amazon EC2 GPU instances.
  • LoRA involves introducing adapters within pre-trained language models for efficient adaptation with reduced trainable parameters.
  • LoRAX allows hosting different model variants on a single EC2 instance, optimizing costs without compromising performance.
  • LoRAX supports quantization methods like Activation-aware Weight Quantization and Half-Quadratic Quantization.
  • By deploying LoRAX on AWS, businesses can benefit from cost-effective and efficient multi-tenant serving of fine-tuned models.
  • Storing models and adapters in Amazon S3 offers reliability over third-party services, allowing for consistent deployments.
  • Using LoRA adapters helps reduce hosting costs significantly by dynamically swapping multiple variants on a single instance.
  • LoRAX enables efficient model serving and adaptation for various tasks, providing a cost-efficient solution for hosting multiple language models.

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Pymnts

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Corvic Raises $12 Million for Technology That Produces ‘AI-Ready Data’

  • Corvic AI has raised $12 million in seed funding for its AI cognitive infrastructure.
  • The technology transforms raw enterprise data into actionable intelligence.
  • Corvic AI's solution elevates complex, proprietary data into AI-ready data, enabling large language models to generate reliable results.
  • The seed funding was led by M Ventures and Bosch Ventures.

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VentureBeat

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OpenAI launches o3 and o4-mini, AI models that ‘think with images’ and use tools autonomously

  • OpenAI launched two groundbreaking AI models, o3 and o4-mini, that can reason with images and use tools autonomously.
  • These models are the latest in OpenAI's 'o-series' and are considered the most intelligent and capable to date, able to integrate images directly into their reasoning process.
  • Notably, the models can manipulate and reason about images as part of their problem-solving process, unlocking new possibilities for blending visual and textual reasoning.
  • AI researcher demonstrated how o3 can analyze complex physics diagrams independently, showcasing its advanced capabilities in reasoning with images.

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Medium

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Nvidia Announces Manufacturing of AI Chips in the United States 

  • Tech giant Nvidia plans to produce artificial intelligence microprocessors in the United States for the first time.
  • Nvidia aims to produce up to $500 billion of AI infrastructure in the US through partnerships with various companies.
  • Next-generation Blackwell chips have begun production in TSMC's Arizona plant and supercomputer manufacturing plants are being built in Texas.
  • The US government has provided funding and incentives for chip production to increase domestic manufacturing and reduce reliance on foreign imports.

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Pymnts

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Tariff Uncertainty May Be Reshaping AI Investment Landscape

  • The Trump administration’s tariff policy is creating uncertainty in the AI industry.
  • While digital goods remain unaffected, AI's hardware components face challenges due to tariffs.
  • Major software companies have not observed changes in demand yet.
  • Nvidia faces potential challenges in sales to China due to licensing requirements.
  • The company plans to invest in manufacturing AI supercomputers in the U.S., aiming for resiliency.
  • S&P Global Market Intelligence notes a shift in tech investments due to geopolitical tensions and tariffs.

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Sdtimes

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JetBrains announces a free tier for its AI tools

  • JetBrains is offering a free tier for its AI tools, including AI Assistant and Junie.
  • The free tier provides unlimited code completion and access to local AI models.
  • The AI Pro and AI Ultimate plans have increased usage quotas and the AI Pro plan is included in the All Products Pack subscription.
  • Junie, the coding agent, is now available to all JetBrains customers and has been updated for more complex tasks.

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