🤖 AI Tools and Technologies [14-Nov-2025]

 

 AI Tools and Technologies

Generative AI & Large Language Models

• GPT-5.1 Released by OpenAI - November 12 rollout introduces Instant and Thinking modes with adaptive reasoning, personalized personalities, and warmer conversational tone for faster and more flexible responses.
• MAKER Achieves Million-Step LLM Reasoning - Cognizant breakthrough demonstrates how distributed AI agents across millions of steps can achieve unprecedented reasoning reliability and near-zero error rates.
• Dragon Hatchling AI Architecture - Novel LLM architecture modeled after human brain structure proposed as potential bridge toward AGI development.

AI Development Tools & Frameworks

• Databricks Cross-Industry Partner Accelerators - New framework combining agentic AI, GenAI, and LLMOps with quality data, robust frameworks, and scalable infrastructure for production success.
• GitHub Copilot Auto Model Selection - VSCode v1.106 introduces Agent HQ for managing AI agents with intelligent model selection and expanded MCP authentication support.
• Deepset Studio for LLM Applications - Enterprise developers can now safely architect LLM applications with native NVIDIA AI Enterprise integrations.

Video & Media Creation AI

• Velvet Platform Launch - End-to-end AI video generation platform launched on Product Hunt (Nov 13); create professional videos in 1 minute using Sora, Runway, and other advanced models.
• Sora 2 Video API - Complete API guide and free alternatives now available for Sora 2 advanced video generation capabilities.
• Marble by World Labs - Frontier multimodal world model enabling high-fidelity, persistent 3D world creation from text/images.

AI Music/Song Creation Tools

• AI Song Reaches Billboard #1 - AI-generated music tracks now dominating commercial charts; Udio music creation tool demonstrated capability to compete with human artists.
• Udio Music Generation Improvements - Latest Udio updates showcase enhanced sound quality and improved model variations for music creation.

Image Generation & Computer Vision

• AI Image Generator Tools Guide 2025 - Comprehensive list of top free AI image generators including Nano Banana, Microsoft Copilot, Grok Imagine, and more.
• DALL-E 3, Midjourney, Flux Comparisons - Expert guides reveal prompt techniques and post-processing for photorealistic AI image generation.

AI Safety & Ethics

• FDA/CMS Actions on Generative AI Mental Health - November 6 regulatory actions establish guidelines for AI-enabled mental health products; new standards for responsible AI deployment.
• Cybersecurity Threats with AI-Powered Attacks - Bad actors increasingly leverage AI for fraud and security threats; new frameworks for risk mitigation.

AI Governance & Regulation

• California's AI Legislation Leadership - California Kids AI Safety Act and new enforcement mechanisms position state as AI governance leader.
• Seoul's Comprehensive AI Governance Framework - South Korea proposes first comprehensive AI regulatory framework; public comment period through December 22, 2025.

Free AI/ML Training & Certification

• AWS 220+ Free AI Courses - AWS Skill Builder now offers 220+ free AI and machine learning courses for all skill levels.
• Google Free AI Courses Dropped - Official Google training courses now available with no paywalls; perfect for entry-level AI learning.
• Boston University AI Certificate - New 4-hour online "AI at BU" certificate helps undergraduates explore generative AI applications.

AI Observability & Monitoring

• Top 5 AI Observability Platforms 2025 - Comprehensive analysis of leading observability platforms for monitoring AI systems at scale.

🤖 AI Tools and Technologies [12-Nov-2025]

 

 AI Tools and Technologies

Generative AI & Large Language Models

• PitchBook Launches PitchBook Navigator - Embedding AI directly into PitchBook tools with Profile Summaries, Transcript Summaries, and VC Exit Predictor powered by OpenAI integration.
• Red Hat AI 3 Unified Platform - Combines RHEL AI, OpenShift AI, and Inference Server for scalable inference and agentic AI capabilities.
• Cloud-Based Enterprise AI Platforms Report 2025 - Analysis of top players (Microsoft, Google, IBM, Amazon, Salesforce) in enterprise AI platform landscape.
• Domain-Specific LLMs for Manufacturing - Specialized LLMs paired with intelligent industrial software reshaping factory floor operations.

AI Video/Audio/Media Creation Tools

• OpenAI Sora Music Generation - After launching Sora for videos, OpenAI's next major release appears to be AI music generation capabilities.
• Sora Becomes #1 Free App on Google Play - OpenAI's Sora AI video platform dominates with new cameo features and editing tools.
• Google Veo 3.1 Launches - Google's AI video generator receives significant upgrades with new features and improvements.
• Mubert AI Music Maker - Reviewed as top AI music generation platform with significant attention in 2025.

AI Chatbot/Agents Tools

• OpenAI Agent Builder & ChatKit - Revolutionary feature enabling fully embedded AI agents in user context, moving beyond traditional workflows.
• D-ID AI Agents Platform - Create lifelike AI agents with conversational avatars, intelligent agents, and real-time video for digital interactions.
• AI Agents in Customer Service - 2025 Forrester study shows AI agents cut call handle time by 120 seconds while delivering ROI value.

AI Safety & Ethics

• Ethics, Governance & Safety Framework - Comprehensive examination of ethical AI frameworks addressing concerns as AI capabilities expand.
• Eight Pillars of Ethical AI - Framework helping organizations strengthen accountability, minimize risk, and enhance trust.

AI Development Tools & Frameworks

• Cursor AI Developer Co-Pilot - Among top new AI tools in November 2025 for developer productivity.
• GPT-5 and Beyond - Latest generation models offering enhanced reasoning and capabilities for development.

💡 TRIZ INNOVATION METHODOLOGY [11-Nov-2025]

 

 TRIZ INNOVATION METHODOLOGY

TRIZ Principles & Theory

• TRIZ 40 Principles Documentation - Theory of Inventive Problem Solving (TRIZ), developed by Genrich Altshuller, offers structured approach to systematic innovation and creative problem-solving.
• TRIZ Applied to Feng Shui Design - Real-world application demonstrates TRIZ as system for recognizing recurrent solution patterns across diverse domains beyond engineering.

TRIZ AI & Automation

• TRIZ Blockchain Innovation ICP Caffeine AI - ICP Caffeine AI integration demonstrates TRIZ-inspired innovation in blockchain, with token value surge of 45% to $5.20 driven by expanded prompt capabilities (Nov 2025).
• FBS & TRIZ in Value Co-Creation - Academic research applies Function-Behavior-Structure (FBS) and TRIZ methodologies to systematic design optimization for value co-creation systems.

TRIZ Tools & Problem-Solving Applications

• Semi-Autogenous Mill Optimization via TRIZ - Industrial case study applies TRIZ to fracture mechanism analysis, demonstrating structured optimization for mechanical equipment design.

TRIZ Pedagogy & Training

• TRIZ Level 1 Workshop & Certification - Professional TRIZ training programs provide structured methodology for systematic innovation and inventive problem-solving skills development.

💡 TRIZ Innovation Methodology [10-Nov-2025]

 TRIZ Innovation Methodology

 TRIZ Principles & Theory

• TRIZ 40 Principles for Problem Solving — Systematic methodology developed by Genrich Altshuller enabling structured problem-solving and innovation through pattern analysis from patents.
• TRIZ Applications in Engineering and Design — Explores how TRIZ methodology can be applied across diverse fields from feng shui to spatial design for systematic innovation.

 TRIZ AI & Automation

• AI Integration with TRIZ Methodology — Research paper on how AI can enhance TRIZ problem-solving approaches and management functions in innovation.
• System Modeling and Optimization with TRIZ — Integration of TRIZ with flow-based system modeling and Lagrangian-Eulerian methods for complex problem solving.
• ChatGPT with Theory of Constraints (TOC) — Combining AI chatbots with TOC and TRIZ-like problem-solving approaches for better business focus.

 TRIZ Tools & Software

• TRIZ Level 1 Workshop & Certification Programs — Professional certification programs teaching TRIZ methodology used by global leaders including Samsung, Siemens, Boeing, and HP.
• TRIZ Support in Quality Improvement Initiatives — TRIZ trees and structured tools transforming innovation patterns into actionable problem-solving methodologies.

 Innovation Case Studies

• Aerospace Casting Defect Analysis with TRIZ — Real-world application of TRIZ principles combined with AI-driven approaches for aerospace manufacturing quality improvements.
• Technology Evolution Patterns — How TRIZ principles explain the Ideal Final Result and technology evolution trajectories in product development.

 Key Insights & Highlights

 Innovation Through Constraint: TRIZ + AI integration is emerging as a powerful combination for enterprise problem-solving, with real applications in manufacturing and beyond. The Theory of Constraints combined with AI chatbots represents a new frontier in structured innovation.

Configure New SAS Drive

Configure New SAS Drive

https://www.linux.com/learn/intro-to-linux/2017/3/how-format-storage-devices-linux
https://www.certdepot.net/rhel7-create-delete-partitions/


https://askubuntu.com/questions/154180/how-to-mount-a-new-drive-on-startup

First of all your /dev/sdb isn't partitioned. I am assuming this is the disk you want to mount.

WARNING: THIS WILL DESTROY ANY DATA ON YOUR TARGET DISK

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Run sudo fdisk /dev/sdb

1. Press O and press Enter (creates a new table)
2. Press N and press Enter (creates a new partition)
3. Press P and press Enter (makes a primary partition)
4. Then press 1 and press Enter (creates it as the 1st partition)
5. Finally, press W (this will write any changes to disk)

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Okay now you have a partition, now you need a filesystem.

6. Run sudo mkfs.ext4 /dev/sdb1
7. Now you can add it to fstab
   You need to add it to /etc/fstab use your favourite text editor
   Be careful with this file as it can quite easily cause your system not to boot.
   Add a line for the drive, the format would look like this.
   This assumes the partition is formatted as ext4 as per mkfs above

   #device        mountpoint             fstype    options  dump   fsck
   
   /dev/sdb1    /home/yourname/mydata    ext4    defaults    0    1
   

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Then on the next reboot it will auto mount.

Simple steps to make kernel module

## Steps to create kernel module

1. Prepare source file in *.c, eg. simplemodule.c
2. Prepare Makefile for compile the source file, type "echo obj-m := simplemodule.o > Makefile"
3. Compile execution, "make -C /lib/modules/`uname -r`/build M=$PWD modules
4. Load module, "insmod ./simplemodule.ko"
5. Remove module, "rmmod simplemodule"
6. Check on the kernel module loaded and remove messages, "dmesg | tail"

Listing files in full path (Linux)

Listing makefile in full path into a list via git ls-files
git ls-files | grep Makefile | tee makelist.txt