GLM-5.3-Flash, Evaluating Explanations of LLM Behavior in the Wild with Counterfactual Experiments, a paper on FreeToken: Efficient Edge-Native MoE Serving with Bandwidth-Adaptive Execution, and many
https://xaracom.substack.com/p/illich-foundation-architecting-digital?r=6ufhlm&utm_campaign=post&utm_medium=web
The FreeToken paper is what Indian startups need — most of my engineer clients burn cloud credits on API calls that a local 35B model could handle.
Cutting that spend is the same discipline as starting an SIP early: small recurring savings compound into serious corpus over a decade.
Worth watching for the edge deployment angle.
https://xaracom.substack.com/p/illich-foundation-architecting-digital?r=6ufhlm&utm_campaign=post&utm_medium=web
The FreeToken paper is what Indian startups need — most of my engineer clients burn cloud credits on API calls that a local 35B model could handle.
Cutting that spend is the same discipline as starting an SIP early: small recurring savings compound into serious corpus over a decade.
Worth watching for the edge deployment angle.