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New AI Products & Services:
👉 Opera Neon: An agentic browser in early access, performing tasks like summarizing tab content and organizing tabs based on prompts.
👉 Perplexity Labs: A tool for Pro subscribers to generate reports, spreadsheets, dashboards, and web apps using extensive research and analysis.
Significant Updates:
👉 Microsoft Copilot Studio: Now generally supports MCP (Microsoft Copilot Plugins), enabling easier integration of AI apps and agents.
👉 DeepSeek R1-0528: Improved benchmark performance, reduced hallucinations, enhanced front-end, JSON output, function calling, increased reasoning depth, and more tokens per question.
👉 Perplexity Domain-Specific Search: Publicly released, uses partner sources for answers unavailable in typical searches.
👉 Anthropic Claude Voice Mode: Adds voice conversation capabilities to Claude on iOS and Android, integrating with tools like Mail and Calendar.
Open Source Releases:
👉 BlackForestLabs FLUX.1 Kontext: An open-source suite of generative flow matching models for image generation and editing using text and image inputs.
👉 Anthropic LLM Circuit Tracing Tools: Open-source tools for generating attribution graphs to show model decision-making processes.
You Should Know:
How to Use AI Tools in Linux & Windows
Linux Commands for AI Workflows:
Install Python & AI dependencies
sudo apt update && sudo apt install python3 python3-pip
pip3 install transformers torch numpy pandas
Run a GPT-like model locally (requires GPU)
git clone https://github.com/huggingface/transformers.git
cd transformers && pip install -e .
Generate text with a pre-trained model
python3 -c "from transformers import pipeline; generator = pipeline('text-generation', model='gpt2'); print(generator('AI is revolutionizing', max_length=50))"
Windows PowerShell for AI Automation:
Install Python & AI tools
winget install Python.Python.3.10
pip install openai transformers
Automate AI API calls
$apiKey = "your-api-key"
$prompt = "What's new in AI?"
Invoke-RestMethod -Uri "https://api.openai.com/v1/completions" -Method Post -Headers @{"Authorization"="Bearer $apiKey"} -Body (@{model="text-davinci-003"; prompt=$prompt; max_tokens=100} | ConvertTo-Json)
AI Model Benchmarking (Linux):
Benchmark AI model performance nvidia-smi Check GPU usage stress-ng --cpu 4 --io 2 --vm 1 --timeout 60s Simulate load
What Undercode Say
AI advancements are accelerating, with tools like GPT-4o, Claude Voice Mode, and open-source LLM tracing reshaping automation. Linux and Windows users can leverage these via APIs, local models, and automation scripts. Expect deeper AI integration in OS-level tasks, cybersecurity (AI-driven threat detection), and real-time analytics.
Expected Output:
AI model loaded successfully. Generated text: "AI is revolutionizing industries by enabling automation, predictive analytics, and real-time decision-making..." GPU Utilization: 78%
Prediction
AI will dominate workflow automation, with voice-controlled AI agents replacing traditional UIs by 2030. Open-source models will decentralize AI access, reducing dependency on big tech.
IT/Security Reporter URL:
Reported By: Thealphadev Ai – Hackers Feeds
Extra Hub: Undercode MoN
Basic Verification: Pass ✅
