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AIAI
LLM Memory, Trade-offs, and Retrieval

LLM Memory, Trade-offs, and Retrieval

This guide explains how memory works in large language models. It uses plain language. Short sentences. Clear examples. It focuses on practical trade-offs and choices you must make when building systems with LLMs.

Deepak Goyal
Deepak Goyal
AIAI
Context Window : The real limit most developers miss

Context Window : The real limit most developers miss

Developers argue a lot about AI coding tools. Some say they’re bad. Others say it’s a skills problem. A common real gap is understanding the context window. This is the main limit for most AI coding agents today.

Pratik Dhamecha
Pratik Dhamecha
AIAI
Compressing the Giants: How Quantization, Pruning, and Distillation Make LLMs Practical

Compressing the Giants: How Quantization, Pruning, and Distillation Make LLMs Practical

A clear and simple guide to how quantization, pruning, and knowledge distillation make large language models smaller, faster, and easier to run on everyday devices.

Deepak Goyal
Deepak Goyal
AIAI
The Age of the Agentic Browser: How AI is Ending Tab Chaos and Rewriting the Internet

The Age of the Agentic Browser: How AI is Ending Tab Chaos and Rewriting the Internet

AI browsers are reshaping how we use the internet. From smarter tab management to agent-led browsing, here’s how new “agentic” browsers are turning the web into a true assistant—and what that means for privacy, productivity, and the future of online search.

Pratik Dhamecha
Pratik Dhamecha
AI ModelAI Model
Kimi K2 Thinking: what it is and why it matters

Kimi K2 Thinking: what it is and why it matters

Kimi K2 Thinking by Moonshot AI introduces a new era of open, agentic AI. With interleaved reasoning, massive autonomy, and efficient design, this model rivals top proprietary systems while remaining accessible and affordable.

Deepak Goyal
Deepak Goyal
AIAI
Is Claude Pro subscription worth it now ?

Is Claude Pro subscription worth it now ?

Thinking about upgrading to Claude Pro ? Here’s a clear look at what you actually get for $20 a month — the pros, limits, and when it’s worth it.

Pratik Dhamecha
Pratik Dhamecha
AIAI
Free 1 Year : ChatGPT Go Plan

Free 1 Year : ChatGPT Go Plan

ChatGPT Go is a low-cost subscription plan that gives users more access to ChatGPT’s most-used features. It runs on GPT-5 and offers higher message limits, more image generations, larger file uploads, and longer chat memory — all at a lower price than Plus or Pro.

Deepak Goyal
Deepak Goyal
EmbeddingEmbedding
Picking an Embedding Model

Picking an Embedding Model

This post explains how to choose an embedding model that fits your AI goals. It covers key factors like performance, cost, deployment, and evaluation to help you make a clear and informed decision.

Pratik Dhamecha
Pratik Dhamecha
AIAI
Understanding Qubits and Google’s Willow Chip

Understanding Qubits and Google’s Willow Chip

Learn what qubits are, how they work, and why Google’s Willow chip marks a major step forward in quantum computing.

Deepak Goyal
Deepak Goyal
AI ModelAI Model
The 1-Bit LLM Shift: Making Powerful AI Work on Everyday Devices

The 1-Bit LLM Shift: Making Powerful AI Work on Everyday Devices

AI doesn’t have to be huge to be smart. 1-bit LLMs use less memory and power — making it possible to run advanced models on normal hardware.

Pratik Dhamecha
Pratik Dhamecha
AIAI
LLM Parameters

LLM Parameters

Learn how LLM generation parameters like temperature, Top-P, Max Tokens, and penalties influence AI output. Understand model size, context windows, and how to fine-tune results for factual or creative text.

Pratik Dhamecha
Pratik Dhamecha
AIAI
Picking the Right AI Model: A Practical Guide for Real-World Use

Picking the Right AI Model: A Practical Guide for Real-World Use

Choosing the right large language model isn’t about picking the biggest or most popular one—it’s about matching the model to your real-world use case. This guide walks you through practical steps for defining needs, comparing costs, ensuring privacy, and optimizing for speed and accuracy without breaking your budget.

Deepak Goyal
Deepak Goyal
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