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- š¤ Turn Research Papers into Interactive AI Agents
š¤ Turn Research Papers into Interactive AI Agents
š¦¾Plus: āš„ļø Google releases Gemini 2.5 Computer Use
Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: What's Shaping the Future of Data?
š¢Top 5 Data Platform Development Companies
š§ How Anthropic Built Context-Aware AI Workflows
š¬Evaluate multi-turn conversations with just a few lines of code
š Turn Complex documents into LLM-ready data
š¤ Nvidia-xAI $20B AI Deal
š Deloitte admits AI errors in $440K audit
š” AI Tutorial:How to turn ChatGPT into your personal tutor
š¤ AI Tools and Data Tools to checkout
Stanford researchers released Paper2Agent, a multi-agent system that automatically transforms research papers into interactive AI agents with minimal human input. It builds on the Model Context Protocol (MCP) and operates in two layers. Paper2MCP Layer and Agent Layer.
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This article spotlights the best data platform development firms. We then explore four other leading firms across different markets and geographies, each offering unique strengths in data platform implementations.
This lecture provides an introduction to the Model Context Protocol by its creators. It is a standard for connecting LLMs to tools, data, and prompt templates. MCP helps structure AI workflows by separating context into host, client, and server.
DeepEval lets you build decision-tree based LLM-as-a-judge evals that break down complex chats step by step. Most LLM evaluations look only at the final response, giving a single score with little context. That is not enough when real conversations span multiple turns.
ade-python is a Python library for Agentic Document Extraction (ADE) that outputs layout-aware structured JSON from visually complex documents. With the new Document Pre-Trained Transformer (DPT-2) model, ADE now can handle complex large tables with merged cells, multi-level headers, and irregular grid layouts.
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šØāš» Data Tools, Libraries
Recode allows developers to run remote development environments on their own cloud.
Astro is a web framework for building fast, content-focused websites. It features server-side rendering, image optimization, Markdown support, and a custom build engine. Version 1.0 was recently released.
DNS Reaper is a subdomain takeover tool that can be used as an attacker, defender, or bug hunting tool.
AI News:
Google released Gemini 2.5 Computer Use in preview, a new API-accessible model that can control web browsers and complete tasks through direct UI interactions like clicking buttons and filling out forms. The model works by taking screenshots of websites and analyzing them to autonomously execute clicks, typing, and navigation commands.
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xAI has raised its ongoing funding round to $20 billion, more than initially planned. The financing includes equity and debt in a special purpose vehicle that will buy Nvidia processors and rent them to xAI for use in its Colossus 2 project. Nvidia is investing as much as $2 billion in the equity portion of the transaction. The funding effort may continue to grow.
Financial services giant Deloitte will partially refund the Australian government for a $440,000 AUD ($290,000 USD) 237-page report, which reviewed the Department of Employment and Workplace Relationsā IT systems, because it contained fabricated quotes, non-existent academic references, and other AI-generated errors.
Mattel (global toymaker, famous for brands like Barbie, Fisher-Price, and UNO) has partnered with OpenAI to pilot its new Sora-2 AI video model to create animated product concepts for its toy lines. For Mattel, this partnership represents a push to modernize its product pipeline and stay competitive in a crowded market. For OpenAI, it gains a high-profile commercial partner to promote Sora-2.
Deloitte is introducing Anthropicās Claude assistant to nearly half a million staff worldwide, marking the AI startupās biggest enterprise deployment so far. The consulting firm will create tailored Claude personas for roles like accountants and developers, supported by an internal Center of Excellence.
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AI Tutorial
How to turn ChatGPT into your personal tutor
Go to ChatGPT, select āGPT-5ā ā click ā+ā ā open āMoreā settings ā toggle on āStudy & Learnā
Choose your response mode:
Auto (default): Balanced and adaptive.
Instant: For quick, simple questions.
Thinking: For deep reasoning, explanations, or multi-step scaffolding.
Sample Prompt: Act like a math tutor. Give me a calculus problem, ask me for each intermediate step (like finding the derivative, simplifying, etc.), and only reveal the next step when I get it right.
ChatGPT will act as your tutor, reviewing each of your answers and providing hints and corrections before proceeding to the next step.
Download or save your session for future reference and study notes.
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A.I. Generated Image of the Day
š The mother ship
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