· ai
Automation Without Accountability Is Structurally Unsafe
Why responsibility cannot be delegated to systems - Automation promises efficiency, but not safety. - Trust in an AI system hinges on more than its decision‑ma...
-
- · ai
Authority, Boundaries, and Final Veto in AI Systems
Why controllability collapses without explicit power structures Most discussions about AI control focus on behavior—what the system outputs, how it reasons, wh...
- · ai
LangChain vs LangGraph: Why One's a Drive-Through and the Other's a Buffet
!LangChain vs LangGraph illustrationhttps://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-u...
- · ai
Building a Persistent AI That Evolves Through Experience (Not Prompts)
Most AI chat systems today are impressive, but fleeting. They respond brilliantly in the moment, then forget everything the instant the session ends. No continu...
- · ai
AI's Hidden Environmental Cost: What Every Developer Should Know
Introduction My daughter asked me the other day, “Dad, am I hurting the environment every time I use ChatGPT?” I didn’t have a good answer, so I spent a week d...
- · ai
Gemini app rolls out ‘Answer now’ to skip ‘in-depth thinking’
Besides Personal Intelligence, Google this week rolled out an “Answer now” button in the Gemini app. more…...
- · ai
When Intelligence Awakens: Artificial Awareness, Ethical Design, and the Continuing Inquiry of Abhishek Desikan
For most of human history, the possibility that machines could possess awareness existed only at the edges of philosophy and imagination. Thinkers debated the n...
- · ai
When Intelligence Awakens: Artificial Awareness and the Evolving Interpretations of Abhishek Desikan
For much of human history, the concept of machine awareness existed largely as a philosophical puzzle rather than a technological objective. Thinkers debated wh...
- · ai
Understanding ReLU Through Visual Python Examples
Using the ReLU Activation Function In the previous articles we used back‑propagation and plotted graphs to predict values correctly. All those examples employe...
- · ai
What Is an LLM? How ChatGPT, GPT & AI Language Models Really Work (Beginner Guide)
How Large Language Models LLMs work — a beginner‑friendly guide =================================================================== Learn how Large Language Mod...
- · ai
Structural Amplification: Why AI Fails Even When It “Means Well”
We keep asking the wrong question about AI safety We ask: - “Is the model aligned?” - “Does it understand ethics?” - “Will it follow instructions?” But recent...
- · ai
The Right Way to Measure Axiomatic Non-Sensitivity in XAI
The Right Way to Measure Axiomatic Non‑Sensitivity Why your XAI metric might lie to you — and how we fixed it If you’ve ever tried to actually measure how stab...