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Thursday, January 29, 2026

Programming languages and their uses

 General purpose programming languages 

Tally-generate images , videos -scam

Nano banana AI-scam videos,images 


Chat Gpt -prompt-tokens-embeddings-LLMs -output in search of chat gpt

AI powerfull tools 

Claude Anthropic

Civitai AI-dangerous 

AI stock sites -dangerous

Other AI tools -Midjourney, Adobe Firefly 

Ada -used in defence, aerospace, safety critical systems 

C/C++-system programming,OS kernels, embedded systems,high performance aaps

Java-enterprise aaps, android development,cross platform software 


Python -AI/ML,data science,web aaps,scripting, automation 


Ruby -web development -ruby on rails -scripting


R -statistics,data analysis, machine learning 


Small talk OOP, academic use


Nim-modern system programming, performance and readability 

Objective C -iOS /mac OS apps-pre Swift era


D -successor to C++, system level programming 


Haskell -Functional programming, academics,compilers 


Caml -Functional programming, reasearch 


Light weight scripting,game engines example Roblox,WoW


Squirrel light weight scripting for embedded apps



WEB development and Scripting 

HTML/PHP/ASP/JS-web pages,server side scripting, dynamic content 

CSS -styling web pages 

JAVA script -client side scripting, web apps,Node.js

Coffee script -simplified js syntax,compiles java script 


Mark down -light weight markup for docs, README files


XML/YAML/JSON like formats -Data serialisation,configs 


PO files -translation location files,

Proporties-config fiks in Java apps 



SCIENTIFIC AND NUMERICAL Computing 

Matlab -Numerical computing, simulations, engineering..


BibTex /LaTeX -Academic papers,citations, scientific publishing 


CUDA/nVidia Cg-GPU programming, parallel computing 


Google protocol buffers -data serialzation for distributed systems 



ASSEMBLY and LOW LEVEL/Hardware oriented 

MASM Assembly -Mocrosoft Assembler for 8086


Motorola 68k/Motorola S-Record/Intel HEX/Tektronix HEX -Assembly and binary formats for microcontrollers 


Verilog/VHDL -Hardware description languages FPGA,ASIC Design 


Build systems and Automation

Auto tools,Cmake,Make-build automation tools for compiling project's 


Batch/Bash/Poweshell --shell scripting automation 

Inno Setup/NSIS-windows install creation 


Specified/Domain specific 

Game monkey script scripting language 

Ogre Compositor /material script -Grapics engine scripting 

Open GLSL/Pascal -Graphics progry,shaders 


Post script -page description languages for printers 

VB script -windows scripting, automation 


SQL/Xbase-databases,queries,data storage 


Windows registry file/windows resource -system configuration resources ...



Research AI tools,(journals, research paper's,youtube,books, social Media)

Annas Archive-books-filetype:pdf

Elicite 

Sci hub-research papers 

Lit maps -literacy maps

Ai in edu tech ..

Literacy genesus 

12ft.io

Consenses

Perplexity 

Cloudfare


Types files

PFF/RID/BIB/PDF


Notebook LM


There approximately 46000 ai tools in the world present and the new  tools increase weekly and monthly and yearly 



FLAG Ship AI  models

Open AI GPT 5.2 Pro

Grok 4.1

Gemini 3 Pro

Claude 4.5 Sonnet 


Claude models available in various versions 

Opus,Sonnet,Haiku to balance speed cost and intelligence for different tasks 

Developer desktop and Dynamic tool execution 




Uses of Anthropic  Claude AI

Software development 

Writing code, debugging complex systems, explaining codebases 


Business operations -Automating data entry,simmarizing long reports and managing e-mail communications 


Claude.ai-documents,writing emails, brainstorming ideas 

Anthropic API to build custom agents that can interact with your own software tools and databases 


Legal and Finance- Reviewing contracts, identifying financial trends,automating routine compliance checks 

Back office task automation without manual intervention for PC.. 



Premium,paid platforms 

Open AI GPT 4o-mini

Open AI GPT 5.2 Pro

Open AI GPT 5.1

Kimi K2-instruct 

Anthropic Claude -Claude 4 Sonnet 

Open AI GPT -4o

Anthropic Claude -Claude 3.5 Haiku


Types of AI

TRADITIONAL AI

GENERIC AI

AGENTIC AI



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