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Creating An AI Agent-Based System with LangGraph: A Beginner’s Guide
What is an Agent? An agent is a Large Language Model (LLM)-powered system that can decide its own workflow. Unlike traditional chatbots, which operate on a fixed path (ask → answer), agents are capable of: Choosing between different actions based on context. Using external tools such as web search, databases, or APIs. Looping between steps…
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YuE: An Open-Source Music Generation AI Model Family Capable of Creating Full-Length Songs with Coherent Vocals, Instrumental Harmony, and Multi-Genre Creativity
Significant progress has been made in short-form instrumental compositions in AI and music generation. However, creating full songs with lyrics, vocals, and instrumental accompaniment is still challenging for existing models. Generating a full-length song from lyrics poses several challenges. The music is long, requiring AI models to maintain consistency and coherence over several minutes. The…
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Quantization Space Utilization Rate (QSUR): A Novel Post-Training Quantization Method Designed to Enhance the Efficiency of Large Language Models (LLMs)
Post-training quantization (PTQ) focuses on reducing the size and improving the speed of large language models (LLMs) to make them more practical for real-world use. Such models require large data volumes, but strongly skewed and highly heterogeneous data distribution during quantization presents considerable difficulties. This would inevitably expand the quantization range, making it, in most…
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Velocità vs lentezza: ecco quale sarà il reale impatto dei tempi di adozione dell’AI
Ci sono molte ragioni per adottare un approccio lento e attento all’AI generativa. La tecnologia sta cambiando rapidamente e, di conseguenza, investire molto denaro nella piattaforma sbagliata potrebbe rivelarsi un errore molto oneroso. La GenAI ha ancora problemi di precisione e di sicurezza, e le questioni relative al copyright non sono ancora state risolte dai…
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NVIDIA AI Releases Eagle2 Series Vision-Language Model: Achieving SOTA Results Across Various Multimodal Benchmarks
Vision-Language Models (VLMs) have significantly expanded AI’s ability to process multimodal information, yet they face persistent challenges. Proprietary models such as GPT-4V and Gemini-1.5-Pro achieve remarkable performance but lack transparency, limiting their adaptability. Open-source alternatives often struggle to match these models due to constraints in data diversity, training methodologies, and computational resources. Additionally, limited documentation…
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DeepSeek helps speed up threat detection while raising national security concerns
DeepSeek and its R1 model aren’t wasting any time rewriting the rules of cybersecurity AI in real-time. Enterprises can’t ignore this risk.Read More
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Mark Zuckerberg says Meta isn’t worried about DeepSeek
Nearly everyone seems to be suddenly freaking out about the rise of DeepSeek. Meta isn’t worried, though. That was CEO Mark Zuckerberg’s message to investors during his company’s fourth-quarter earnings call on Wednesday. During the Q&A portion of the call with Wall Street analysts, Zuckerberg fielded multiple questions about DeepSeek’s impressive AI models and what…
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Pig API: Give your AI agents a virtual desktop to automate Windows apps
How PigAPI enables AI agents to interact directly with graphical user interfaces (GUIs) within virtual Windows desktops hosted in the cloud.Read More
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Dario Amodei challenges DeepSeek’s $6 million AI narrative: What Anthropic thinks about China’s latest AI move
Anthropic co-founder Dario Amodei reveals DeepSeek’s Chinese AI breakthrough actually cost billions, not $6 million, challenging market narratives and explaining why AI development remains resource-intensive despite engineering improvements.Read More
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Big Data Career Notes for January 2025
It’s that time of month again–time for Big Data Career Notes, a monthly feature where we keep you up-to-date on the latest career developments for individuals in the big data community. Whether it’s a promotion, new company hire, or even an accolade, we’ve got the details. Check in each month for an updated list and…