China Just Released the Largest Open-Weight AI Model Ever I Tried It on Real Code Before I Believed The Hype
Author(s): Ashish Nishad Originally published on Towards AI. Kimi K3 has 2.8 trillion parameters, taught itself to design a chip to run a smaller version of itself, and paused new signups three days after launch because it couldn’t handle demand. Here’s what …
The Complete Technical Guide to Running LLMs Locally in 2026
Author(s): Ashish Nishad Originally published on Towards AI. Hardware math, quantization tradeoffs, five inference engines benchmarked, and two real case studies where the numbers met reality on my own machine. Most “run an LLM locally” guides stop at ollama pull and a …
How I Actually Cut My LLM Bill: As a Software Engineer’s Approach, Not a Tips List
Author(s): Ashish Nishad Originally published on Towards AI. There are a hundred “10 ways to save on tokens” articles out there. This is what I actually built, on a real internal tool, and the one change that did most of the work. …
You Can Run a Real AI LLM Model on Your Laptop Tonight — Here’s The 10-Minute Version
Author(s): Ashish Nishad Originally published on Towards AI. No cloud, no API bills, no data leaving your machine. Running an LLM locally went from weekend project to ten-minute setup, and most people haven’t noticed yet. Here’s something that quietly changed while everyone …
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