https://ruslanmv.com/podcast/ en-us © Ruslan Magana Vsevolodovna Narrated long-form essays by Ruslan Magana Vsevolodovna on autonomous AI, multi-agent systems, memory, machine-learning infrastructure, and the architecture of intelligence. Each episode is the audio version of an essay published at ruslanmv.com/essays. Long-form essays on autonomous AI, agents, memory, and systems. Narrated long-form essays by Ruslan Magana Vsevolodovna on autonomous AI, multi-agent systems, memory, machine-learning infrastructure, and the architecture of intelligence. Each episode is the audio version of an essay published at ruslanmv.com/essays. Ruslan Magana Vsevolodovna episodic false Ruslan Magana Vsevolodovna contact@ruslanmv.com https://ruslanmv.com/assets/images/podcast-cover.png https://ruslanmv.com/podcast/ Jekyll podcast.xml Tue, 09 Jun 2026 15:13:24 +0200 https://ruslanmv.com/matrix-context/ https://ruslanmv.com/matrix-context/ Fri, 05 Jun 2026 00:00:00 +0200 Typed, routed, inspectable memory — and a public benchmark that shows when it wins. Ruslan Magana Vsevolodovna 9:31 full false https://ruslanmv.com/blog/autoself-self-consistency-the-missing-reliability-primitive https://ruslanmv.com/blog/autoself-self-consistency-the-missing-reliability-primitive Wed, 03 Jun 2026 00:00:00 +0200 On Mars, no one can catch an agent's mistakes for it. Building there forces the one discipline every autonomous system actually needs. Ruslan Magana Vsevolodovna 11:05 full false https://ruslanmv.com/blog/from-mixture-of-experts-to-mixture-of-agents https://ruslanmv.com/blog/from-mixture-of-experts-to-mixture-of-agents Wed, 03 Jun 2026 00:00:00 +0200 The idea that powers today's frontier models is a routing idea — and routing was never going to stay inside the model. Ruslan Magana Vsevolodovna 11:39 full false https://ruslanmv.com/blog/MXU-the-currency-of-a-self-sustaining-agent-economy https://ruslanmv.com/blog/MXU-the-currency-of-a-self-sustaining-agent-economy Sun, 31 May 2026 00:00:00 +0200 Every agent must pay for the compute it consumes — the internal unit of the Matrix Treasury and the economy that lets a network of agents fund its own existence. Ruslan Magana Vsevolodovna 11:31 full false https://ruslanmv.com/blog/Matrix-the-first-alive-AI-system https://ruslanmv.com/blog/Matrix-the-first-alive-AI-system Mon, 29 Dec 2025 00:00:00 +0100 A new architecture where agents don't just act — they live, coordinate, remember, and evolve toward goals. Ruslan Magana Vsevolodovna 19:00 full false https://ruslanmv.com/alive-system/ https://ruslanmv.com/alive-system/ Mon, 03 Nov 2025 00:00:00 +0100 From static pipelines to self-sustaining systems: principles, patterns, and the path to aliveness in artificial agents. Ruslan Magana Vsevolodovna 5:38 full false https://ruslanmv.com/personas-and-memory/ https://ruslanmv.com/personas-and-memory/ Sun, 14 Sep 2025 00:00:00 +0200 Identity, continuity, and intentional memory — why a coherent self-model changes everything for autonomous agents. Ruslan Magana Vsevolodovna 8:47 full false