Essays

Taalas unveils a hard-wired chip with the LLaMA model etched directly into silicon, achieving a staggering 17,000 tokens/s. An exploration of the new aesthetic of specialized AI compute that abandons the “general-purpose” illusion.

ByteDance’s latest research visualizes AI reasoning as “molecular topology.” This article helps you abandon the obsession with word prediction and see the true shape of Large Language Model logic through MOLE-SYN.

A Google Cloud VP drops a truth bomb: LLM Wrappers and AI Aggregators relying solely on information arbitrage face an existential crisis. As underlying compute costs approach zero, where is the true moat? Discover why vertical data integration is the only survival strategy.

When AI begins reviewing financial reports, is it a genius or a ticking time bomb? Step outside the big tech PPT hype and deconstruct the true nature of Financial AI in 2026. We explore the shift from Copilot to Multi-Agent systems and the risks of compliance hallucinations.

OpenAI releases “First Proof,” utilizing formal verification tools like Lean to eliminate logical loopholes in AI reasoning. This marks a technical breakthrough and a coming-of-age ceremony for machines escaping “probabilistic nonsense.”

Google released Gemini 3.1 Pro in a surprise late-night drop. With NotebookLM acting as an external brain, are we witnessing the end of Prompt Engineering? Discover the code-level reasoning and Generative Interaction capabilities of the new model.

The commoditization of Codex’s core capabilities marks the shift of AI coding assistants from a “tool war” to an “ecosystem harvest.” We break down big tech strategies and uncover the hidden logic and costs behind the free tier.

In an era where Tokens are the new oil, cheap reverse proxies are becoming privacy black holes. This article dissects the business logic behind “$1 quota for 1 RMB” and reveals how your private data is becoming public training sets for LLMs.

Midjourney has finally released its video model, but they don’t want you to treat it as just another video tool. This is a rehearsal for building ‘reality,’ and we are all the paid beta testers.

Pika Labs moves beyond Discord with a new API powered by Fal.ai. Can Pikascenes and Pikaframes solve the consistency issues in AI video generation? A deep dive into the technical ambitions and industry shifts behind this collaboration.