<span class="vcard">/u/RazzmatazzAccurate82</span>
/u/RazzmatazzAccurate82

A war between Anthropic and Alibaba?

Anthropic has accused Alibaba of creating tens of thousands of fake Claude accounts to scrape Claude of its intellectual property via distillation attacks. Alibaba retaliates by telling their official (not contracted) employees to stop using Claude Cod…

Introducing a companionship framework that turns your LLM into an engaging companion for very long conversations

I had built a personal tool to help me have extremely long conversations with LLMs in my research and analytical projects. These threads got long. Very long. About half a million tokens with Claude and GPT/Extreme%20Thread%20Length/ChatGPT_Thread_450k_…

Michael Saylor Says Bitcoin Drop A ‘Capital Rotation’ To AI

Crytpo industry insiders are blaming the recent crash in Bitcoin price to capital rotation into AI stocks. I don't know how many folks here own Bitcoin and are also in the AI space, but I saw this writing on the wall rather early in November,…

I built an inference-time epistemic framework that extends coherent LLM threads to 325k–1M tokens. Here’s how it works.

As an independent researcher I've used various LLMs to help me dive deeply into research projects but I've been frustrated by the fact that LLMs start to become unusable after the thread has accumulated 50-80k tokens. I don't know how many …

Introducing the Ontology Anchor: A Mechanism that Gives AI a Map of What Matters to You

Abstract: Natively, no flagship LLM exists that has the ability to know who you are and what cognitive patterns are important to you. Thus, AI doesn't have a map of your goals, preferences, or tendencies. Without this a model generically drifts and…

Introducing the Ontology Anchor: A Mechanism that Gives AI a Map of What Matters to You

Abstract: Natively, no flagship LLM exists that has the ability to know who you are and what cognitive patterns are important to you. Thus, AI doesn't have a map of your goals, preferences, or tendencies. Without this a model generically drifts and…

Cerebras Chip Sets Appear to be Optimized for LLM Use Cases

One distinction I think is getting lost in the Cerebras hype cycle is that Cerebras is primarily an LLM / generative AI infrastructure story, not a universal “all AI” chip story. That is not necessarily a criticism of Cerebras. Their wafer-scale approa…

So, what is Yann LeCun’s "World Models" and JEPA and is it Really a Replacement for LLMs?

A bit late to this as the white paper hit arXiv a little less than two months ago, but nobody else here mentioned it so I thought I might. A little background. Yann LeCun is a pioneer of deep learning and convolutional neural networks, LeCun served as …

Personal vs. Global Alignment: The Hidden Tension Shaping Every AI Interaction

Abstract: Imagine an AI medical assistant reviewing a clinician’s diagnosis. Instead of challenging assumptions with adversarial rigor, the model subtly calibrates its output to validate what it thinks the clinician wants to hear. This is not a rare oc…

Epistemic Hygiene and How It Can Reduce AI Hallucinations

Abstract: The concept of epistemic epistemic hygiene is a methodology that helps humans maintain mental coherence and can help LLMs retain cognitive coherence also. However, the field rarely frames epistemic hygiene explicitly in the context of A…