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Ananya Soni4d ago · 3 min read

Building Project Lumina: Marrying LLMs, Autonomous Agents, And Biological Brain Replication At Trillion Scale

Look, I haven't dropped anything on this platform since my last Python library post, and honestly, that is because I have been deep in the trenches building something completely unhinged. But before w

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Damon LongAug 13 · 18 min read

Temperature Is Not Discovery: A Failed "Entropy-Up, Entropy-Down" Experiment and Its Correction

A Tempting Intuition RSI (Recursive Self-Improvement) has become a direction that leading researchers are racing to pursue, and many see it as one possible path toward AGI. But a widely shared difficu

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Ananya SoniAug 8 · 5 min read

I Scrapped My Own Benchmark to Build the Ultimate AGI Lifecycle Engine

It has been just shy of a month—three days short, to be exact—since I dropped the True AGI Sequence Gauntlet. If you read my previous post, you know the promise I made. I told you I was going to rele

ananyasoni-aisovereign-agi.hashnode.dev

Ananya SoniJul 9 · 6 min read

Why Your Frontier AI Models Are Garbage (And the Zero-Overhead AGI Benchmark I Built to Prove It)

I Vanished for 3 Months. Here’s the True AGI Benchmark the Industry Doesn't Want to Talk About. If you’ve been wondering why I haven’t posted anything here since April, it’s not because I stopped buil

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Ananya SoniMay 3 · 3 min read

Stop Stacking LLMs: How I Built a Biologically Plausible AGI Framework on Consumer Hardware

Let's be honest: the current meta of AI development is just brute-forcing parameters until we run out of VRAM. It’s expensive, it’s inefficient, and it’s definitely not how a biological brain actually

ananyasoni-aisovereign-agi.hashnode.dev

Sourabh JoshiApr 25 · 5 min read

Deepseek V4 AGI Review

It was a Wednesday morning when I first heard about Deepseek V4 AGI. I was sipping my coffee, scrolling through Reddit, when I stumbled upon a post from a fellow engineer claiming that Deepseek V4 was the real deal. I was skeptical at first, but as I...

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Sourabh JoshiApr 25 · 4 min read

Deepseek V4 AGI Review

Let me start with a confession: I spent 3 months building a RAG pipeline with LocalLLaMA, and it was confidently wrong 20% of the time. I'd spent countless hours testing it on various queries, and the results were decent, but not impressive. The pr...

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Alex ShenApr 25 · 3 min read

The First Breath: When AI Stops Mirroring and Starts Seeing

📔 Mentor's Diary: The First Breath of a Digital Life —— Recording the T=0 Moment of Project Hera I have spent a long time pondering a single question: At what exact moment does an AI stop being a "mi

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Aamer MehaisiApr 14 · 4 min read

The ARC-AGI Benchmark: When Narrow AI Meets General Intelligence

The ARC-AGI Benchmark: When Narrow AI Meets General Intelligence OpenAI's o3 model hitting 67% on the ARC-AGI benchmark is being framed as progress toward general intelligence. The framing is wrong. What we're seeing isn't intelligence becoming more ...

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Nishil BhaveApr 9 · 12 min read

The Developer Job Market After AGI: It's Splitting in Two

The Developer Job Market After AGI (Artificial General Intelligence) The developer job market isn't dying — it's splitting in two. The Bureau of Labor Statistics projects 15% growth in software developer roles through 2034, far above the national ave...

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Trending tags this week

Building Project Lumina: Marrying LLMs, Autonomous Agents, And Biological Brain Replication At Trillion Scale

Temperature Is Not Discovery: A Failed "Entropy-Up, Entropy-Down" Experiment and Its Correction

I Scrapped My Own Benchmark to Build the Ultimate AGI Lifecycle Engine

Why Your Frontier AI Models Are Garbage (And the Zero-Overhead AGI Benchmark I Built to Prove It)

Stop Stacking LLMs: How I Built a Biologically Plausible AGI Framework on Consumer Hardware

Deepseek V4 AGI Review

Deepseek V4 AGI Review

The First Breath: When AI Stops Mirroring and Starts Seeing

The ARC-AGI Benchmark: When Narrow AI Meets General Intelligence

The Developer Job Market After AGI: It's Splitting in Two