Blog

Posts on cybersecurity, AI in security, and emerging defensive tech.
Note✨ Quest for AGI — the evolving roadmap

Looking for the long-form speculative pathway from today’s LLMs to conscious problem-solving? The dedicated page is updated as the experiments grow.

Open the Quest for AGI page →

Why AI Needs New Software Architectures

AI
Software Architecture
Agents
Systems
Essay

The way we’ve built software for forty years quietly stopped working the moment machines became the users. Here’s what’s breaking — and what’s replacing it.

Jun 5, 2026
Kader Mohideen

DoodleCode Studio — a hand-drawn canvas for presenting Python

Python
Tools
Open Source
Developer Tools

I kept running into the same wall every time I tried to present Python code live: notebooks are vertical, slides are dead. DoodleCode Studio is the in-between I built for myself.

May 16, 2026
Kader Mohideen

Quest for AGI

AI
AGI
LLM
Consciousness
Speculation

A speculative pathway from today’s pattern-matching LLMs to AGI — node-activation sparks, the first crack at consciousness, and intelligence bounded only by the physics of the world.

May 16, 2026
Kader Mohideen

AddLM — training a transformer without multiplication

AI
LLM
Quantization
Transformers
Experiments

Two simple replacements turn a standard transformer into a multiplication-free language model. At 25 M parameters on tinyshakespeare, the multiplication-free version wins.

May 7, 2026
Kader Mohideen

Data Science Roadmap — From print(‘hello’) to Production LLMs

Data Science
Machine Learning
Education
Python
LLM

A 31-module open-source data-science course you can finish in a weekend or stretch over a month.

May 7, 2026
Kader Mohideen

Employee Recall — Capturing a Departing Employee’s Writing Style and Memory in an AI Successor

AI
LLM
LoRA
RAG
Fine-tuning
Knowledge Management

A reproducible methodology and synthetic dataset for building a persona-continuity LoRA + RAG system. LoRA bakes the writing style; RAG holds the memory; system prompt anchors the identity. Trains in 30 minutes for ~$0.25 on Colab and runs locally on a Mac.

May 1, 2026
Kader Mohideen

Exploring the 2024 MAD (Machine Learning, AI & Data) Landscape

AI
Machine Learning
Data

A walkthrough of FirstMark’s 2024 MAD Landscape — the key players and innovations shaping ML, AI, and data infrastructure.

Jul 3, 2024
Kader Mohideen

Attack-Centric Framework — AC1

Cybersecurity
Attack-Centric Framework
Compliance

Introducing the Attack-Centric Framework — a response to the extensive array of compliance standards organizations must navigate in cybersecurity.

Jun 13, 2024
Kader Mohideen

Attack-Centric Framework — AC2

Cybersecurity
Attack-Centric Framework
Zero Trust

A comprehensive cybersecurity approach structured around eight key components — unified risk assessment, zero trust, dynamic defense, compliance, threat-centric analytics, and security culture.

Jun 13, 2024
Kader Mohideen
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