From ancient times, people had professions.
Blacksmiths forged metal, potters shaped clay, merchants traded goods.Continue reading on Medium »
This is not a company; it’s a bonfire with mediocre PR.Continue reading on Write A Catalyst »
If you use AI daily, you are hemorrhaging context. Every architecture debate, every nuanced debugging session, every “we tried X and it…Continue reading on Medium »
How to build the context layer that spec-driven development assumes already exists and keeping it freshSpec-driven development is the right instinct. Write precise intent before you ask an agent to act on it. Define the acceptance criteria, the constra…
How NLP kept running into the limits of language — until words stopped being labels and became relationsIn the first post, we saw how language models turn text into tokens and tokens into numbers.In the second post, we stayed with a deeper question:Onc…
In 9 minutes, you’ll understand why stronger AI models need better guardrails, not fewer.
1-bit LLMs have arrivedContinue reading on Towards AI »
How Artificial Intelligence Really WorksContinue reading on Medium »
Weaponizing the Eliza EffectContinue reading on Medium »
Rethinking Open-Source AI DeploymentFrom cost-prohibitive closed systems to truly capable, flexible open models — Gemma 4 is changing the game for developers seeking genuine intelligence without compromise.I remember the sting of that moment, hunched o…