#ai

48 məqalə

Data Analyst in 2026: The Role AI Changed But Couldn't Kill

AI automated 30-40% of the old analyst job. The remaining 60% pays better than ever. Here is what the role actually looks like now.

23 fevral 202611 dəq.9

#ai #career #hardware

The 5 Best Laptops for AI Development in 2026 (Tested and Ranked)

Razer RTX 5090, MacBook M4 Max 128GB, ThinkPad P16, Framework 16, and a $1,300 budget pick. Compared.

3 fevral 202613 dəq.9

#ai #career #llm

Agentic AI Is Not Reinforcement Learning: Why Everyone Confuses Them and Why It Matters

Agentic AI and reinforcement learning are different things. The confusion costs companies wrong hires, wrong architecture, and wrong expectations.

11 mart 202615 dəq.8

#security #ai #llm

OWASP Top 10 for LLM Applications: The Attacks Your AI App Isn't Ready For

77% of businesses had AI security incidents in 2024. The OWASP Top 10 for LLM Applications catalogs the attacks most AI apps can't defend against — and the practical defenses that actually work.

26 aprel 202617 dəq.7

#ai #llm #tools

GPT-5.4 vs Claude Opus 4.6 vs Gemini 3.1 Pro: Same Benchmarks, Different Strengths

All three score ~57 on the Intelligence Index. Claude leads coding quality, Gemini leads math, GPT leads speed. Which to use when.

4 aprel 202614 dəq.7

#ai #python #software-engineering

Testing LLM Applications Is Nothing Like Testing Regular Software — Here's What Actually Works

200 unit tests passed. The chatbot still hallucinated a dentist's phone number. LLM testing needs evals, LLM-as-judge, and regression for non-determinism.

23 aprel 202616 dəq.6

#ai #llm #machine-learning

Mixture of Experts Won: Why Every Frontier Model Uses MoE (And What It Means for Self-Hosting)

Every major open-source frontier model in 2026 uses MoE. A 120B model now fits on one H100. The self-hosting economics changed forever.

4 aprel 202616 dəq.6

#ai #llm #open-source

Qwen 3.5 Is Quietly Beating Every Western Open-Source Model — And Nobody Noticed

Alibaba's Qwen hit 1B+ downloads, beats GPT-5.2 on instruction following, and costs 13x less than Claude. The open-source AI race is over.

4 aprel 202616 dəq.6

#ai #python #llm

Build a RAG Chatbot in 30 Minutes with LangChain and Neon PostgreSQL

Build a RAG chatbot with LangChain, OpenAI embeddings, and Neon PostgreSQL. pgvector, no Pinecone, full Python code, 30 minutes.

28 mart 202614 dəq.6

#ai #llm #opinion

Why I Stopped Trusting LLM Benchmarks

Benchmarks measure what model creators optimize for, not what matters in production. Here is what I measure instead.

25 mart 202615 dəq.6

#ai #career #opinion

The Evolution of Engineering Roles: From One Title to Twenty

In 2005, "software engineer" meant one thing. In 2026, there are 20+ titles. Which splits are real and which are hype?

19 yanvar 202617 dəq.6

#ai #llm #infrastructure

vLLM vs TGI vs Ollama: Self-Hosting LLMs Without Burning Money or Losing Sleep

Ollama peaks at 41 tok/s. vLLM hits 793. TGI is in maintenance mode. Here's the self-hosting guide I wish existed before I started.

16 aprel 202615 dəq.5