--- title: "Ananya Soni (@AS-Sovereign) | Hashnode" description: "The most advanced AI professional in the world. Read the latest articles by Ananya Soni on Hashnode." url: "https://hashnode.com/@AS-Sovereign" --- @AS-Sovereign # Ananya Soni @AS-Sovereign · Bhopal, Madhya Pradesh, India · Joined January 2026 The most advanced AI professional in the world [Website](https://ai-sovereign.github.io/) ### [Building Project Lumina: Marrying LLMs, Autonomous Agents, And Biological Brain Replication At Trillion Scale](https://ananyasoni-aisovereign-agi.hashnode.dev/building-project-lumina-marrying-llms-autonomous-agents-and-biological-brain-replication-at-trillion-scale?utm_source=hashnode&utm_medium=feed) Explore Project Lumina, a trillion-parameter biological neural-symbolic AGI system featuring Hebbian plasticity, grid cells, and brain homeostasis. 3 min read · [ananyasoni-aisovereign-agi.hashnode.dev](https://ananyasoni-aisovereign-agi.hashnode.dev/building-project-lumina-marrying-llms-autonomous-agents-and-biological-brain-replication-at-trillion-scale?utm_source=hashnode&utm_medium=feed) [Oct 19](https://hashnode.com/posts/building-project-lumina-marrying-llms-autonomous-agents-and-biological-brain-replication-at-trillion-scale/6ad5e26201da3fc86e67161d) ### [I Scrapped My Own Benchmark to Build the Ultimate AGI Lifecycle Engine](https://ananyasoni-aisovereign-agi.hashnode.dev/i-scrapped-my-own-benchmark-to-build-the-ultimate-agi-lifecycle-engine?utm_source=hashnode&utm_medium=feed) Stop benchmarking against static leaderboards. I built agi-gauntlet: an open-source Python library for zero-contamination evaluation, agent orchestration, and lifecycle management. 5 min read · [ananyasoni-aisovereign-agi.hashnode.dev](https://ananyasoni-aisovereign-agi.hashnode.dev/i-scrapped-my-own-benchmark-to-build-the-ultimate-agi-lifecycle-engine?utm_source=hashnode&utm_medium=feed) [Aug 8](https://hashnode.com/posts/i-scrapped-my-own-benchmark-to-build-the-ultimate-agi-lifecycle-engine/6a770b8a9236f16b06340cdf) ### [Why Your Frontier AI Models Are Garbage (And the Zero-Overhead AGI Benchmark I Built to Prove It)](https://ananyasoni-aisovereign-agi.hashnode.dev/why-your-frontier-ai-models-are-garbage-and-the-zero-overhead-agi-benchmark-i-built-to-prove-it?utm_source=hashnode&utm_medium=feed) Stop AI gatekeeping. Drop the SaaS bloat and test true fluid cognition using our open-source True AGI Benchmark. Uncover fake frontier AI models. 6 min read · [ananyasoni-aisovereign-agi.hashnode.dev](https://ananyasoni-aisovereign-agi.hashnode.dev/why-your-frontier-ai-models-are-garbage-and-the-zero-overhead-agi-benchmark-i-built-to-prove-it?utm_source=hashnode&utm_medium=feed) [1](https://hashnode.com/posts/why-your-frontier-ai-models-are-garbage-and-the-zero-overhead-agi-benchmark-i-built-to-prove-it/6a4f3c65b229c027532b2a8e) [Jul 9](https://hashnode.com/posts/why-your-frontier-ai-models-are-garbage-and-the-zero-overhead-agi-benchmark-i-built-to-prove-it/6a4f3c65b229c027532b2a8e) ### [Stop Stacking LLMs: How I Built a Biologically Plausible AGI Framework on Consumer Hardware](https://ananyasoni-aisovereign-agi.hashnode.dev/stop-stacking-llms-how-i-built-a-biologically-plausible-agi-framework-on-consumer-hardware?utm_source=hashnode&utm_medium=feed) Moving beyond next-token prediction: The Nexus Framework is a multimodal AGI architecture utilizing continuous-time RNNs. By replacing standard transformer logic with biological synaptic plasticity and predictive coding, it achieves autonomous executive function directly on consumer-grade hardware. 3 min read · [ananyasoni-aisovereign-agi.hashnode.dev](https://ananyasoni-aisovereign-agi.hashnode.dev/stop-stacking-llms-how-i-built-a-biologically-plausible-agi-framework-on-consumer-hardware?utm_source=hashnode&utm_medium=feed) [May 3](https://hashnode.com/posts/stop-stacking-llms-how-i-built-a-biologically-plausible-agi-framework-on-consumer-hardware/69f748e50ab374db99c14902) ### [I'm done with theoretical AGI. Here is a working 134-modality kernel in Python.](https://ananyasoni-aisovereign-agi.hashnode.dev/im-done-with-theoretical-agi-here-is-a-working-134-modality-kernel-in-python?utm_source=hashnode&utm_medium=feed) Explore a working 134-modality AGI kernel in Python, designed for real-world implementation beyond theoretical concepts 2 min read · [ananyasoni-aisovereign-agi.hashnode.dev](https://ananyasoni-aisovereign-agi.hashnode.dev/im-done-with-theoretical-agi-here-is-a-working-134-modality-kernel-in-python?utm_source=hashnode&utm_medium=feed) [Jan 8](https://hashnode.com/posts/im-done-with-theoretical-agi-here-is-a-working-134-modality-kernel-in-python/695f9f1586578acca4ef1045)