Cheap Tokens, Expensive Answers - Why Open vs Frontier Is the Wrong Question

01 Oct 2026 | ai-ml, llm, gen-ai, open-weight, routing, tco

Price cuts from frontier labs have changed the total cost of ownership math. Sometimes frontier models are cheaper than Open Models. The real answer is intelligence routing.

Beyond the Vibes - A More Disciplined Approach to Building AI Agents

30 Aug 2026 | ai-ml, llm, gen-ai, open-weight, china

Building an AI agent is easy. Building one you can trust with revenue, security, or production operations requires a very different approach.

Beyond the FUD - A More Balanced View of Chinese AI Models

30 Jun 2026 | ai-ml, llm, gen-ai, open-weight, china

A balanced look at the leading Chinese open-weight AI models, why they generate so much fear and hype, and how they compare with Western open-weight alternatives on capability, cost, and trust.

LLMs and Frontiers of Consciousness

25 Apr 2026 | ai-ml, consciousness, llm, thinking

Re-evaluating Chalmers' 2023 framework for AI consciousness in light of 2026's agentic systems, with a Vedantic lens on what consciousness really means.

Vibe Coding a Python Library

27 Feb 2026 | ai-ml, AgenticAI, Cursor, pypi

I used vibe coding to build and publish a fully working Python SDK for Cloudinary's people search feature. From code generation to pypi—in about 4 hours using Cursor.

Using Agentic AI to Classify and Index Sports Images by Player and Team

27 Jan 2026 | ai-ml, strands, AgenticAI, GenerativeAI, AWSBedrock, DAM

Manually tagging sports assets is a bottleneck that scales poorly. By leveraging Agentic AI—combining vision models with live web-search agents—you can automatically identify players by jersey and team, even when faces are obscured. Check out how this workflow transforms a messy media repository into a fully searchable, high-value database.

Is reality a simulation - A Brief History of Intelligence

24 Dec 2025 | ai-ml, vedanta, advaita

Advaita vedanta says that reality is a myth from a specific perspective. In the book, "A Brief History of Intelligence", the author appears to agree. My thoughts.

The Dichotomy of Cost - Balancing Fixed SaaS Revenue with Unpredictable AI Expense

24 Nov 2025 | ai-ml, gen-ai

As AI agents make costs unpredictable, SaaS companies must evolve from simple subscriptions to intelligent model routing.