A lot has happened in the world of Large Language Models over the course of 2024. Here’s a review of things we figured out about the field in the past …
Welcome back to the Ollama course! In this video, we dive deep into the command line interface (CLI) of Ollama, exploring all the powerful options and comman...
Building a Vision App with Ollama Structured Outputs
In this video, I look at the Ollama structured outputs and how you can use it to do various tasks, such as named entity recognition and information extractio...
Excerpt from a message I just posted in a #diaspora team internal f...
Excerpt from a message I just posted in a #diaspora team internal forum category. The context here is that I recently get pinged by slowness/load spikes on the diaspora* project web infrastructure (Discourse, Wiki, the project website, ...), and looking at the traffic logs makes me impressively angry.
In the last 60 days, the diaspora* web assets received 11.3 million requests. That equals to 2.19 req/s - which honestly isn't that much. I mean, it's more than your average personal blog, but nothing that my infrastructure shouldn't be able to handle.
However, here's what's grinding my fucking gears. Looking at the top user agent statistics, there are the leaders:
2.78 million requests - or 24.6% of all traffic - is coming from Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; GPTBot/1.2; +https://openai.com/gptbot).
1.69 million reuqests - 14.9% - Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/600.2.5 (KHTML, like Gecko) Version/8.0.2 Safari/600.2.5 (Amazonb...
Boris Gamazaychikov on LinkedIn: OpenAI has announced o3, which appears to be the most powerful AI model to… | 24 comments
OpenAI has announced o3, which appears to be the most powerful AI model to date. There has been some attention given to the massive dollar costs of running… | 24 comments on LinkedIn
Brandon-c-tech/RAG-logger: RAG Logger is an open-source logging tool designed specifically for Retrieval-Augmented Generation (RAG) applications. It serves as a lightweight, open-source alternative to LangSmith, focusing on RAG-specific logging needs.
RAG Logger is an open-source logging tool designed specifically for Retrieval-Augmented Generation (RAG) applications. It serves as a lightweight, open-source alternative to LangSmith, focusing on ...
Math, not artificial intelligence, powers new infinite world generator
Princeton researchers have unveiled Infinigen, a open-source tool that generates limitless photorealistic 3D scenes using pure mathematical rules – no AI or reliance on models trained on existing videos or images.
Building Python tools with a one-shot prompt using uv run and Claude Projects
I’ve written a lot about how I’ve been using Claude to build one-shot HTML+JavaScript applications via Claude Artifacts. I recently started using a similar pattern to create one-shot Python utilities, …
David Chalmers Discusses the Hard Problem of Consciousness
What exactly is consciousness, and why is it such a hard problem to solve? Neil deGrasse Tyson and co-hosts Chuck Nice and Gary O’Reilly take you deep into the mysteries of consciousness and objective reality, David Chalmers, a philosopher and cognitive scientist.
How do we understand the core of subjective experience? We explore the philosophical and neuroscientific angles of consciousness. Why do some experts believe consciousness arises from the sensory cortex, while others point to the prefrontal cortex? And what does this mean for how we understand animals, AI, or even the very nature of our own minds? We question how consciousness evolved to discussions about the levels of consciousness in animals, babies, and humans under anesthesia.
As the conversation turns to AI, the group contemplates the future of artificial consciousness. Could large language models, like today's AI, eventually develop consciousness? If not now, will they in the near future? And if we can simulate human consciousness in machines, are we creating philosophical zombies—entities that behave like us but lack awareness? These questions spiral into debates about reality, VR, and whether we're already living in a simulation.
Could there be laws of consciousness waiting to be discovered, like the laws of physics? Or is consciousness simply an illusion, as some scientists propose? What are the core features of consciousness that scientists agree on? Buckle up for a fascinating journey that will leave you questioning not just what consciousness is, but whether any of this is even real.
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Timestamps:
00:00 - Introduction: David Chalmers
04:00 - What is Consciousness?
06:50 - Where is the Seat of Consciousness?
14:30 - Are Large Language Models Conscious?
22:47 - The Laws of Consciousness
31:40 - Does Consciousness Really Exist?
34:50 - The Reality of Virtual Reality
42:40 - The Future of Reality
Roaming RAG – Make the Model Find the Answers - Arcturus Labs
Roaming RAG offers a fresh take on Retrieval-Augmented Generation, letting LLMs navigate well-structured documents like a human—exploring outlines and diving into sections to find answers. Forget complex retrieval setups and vector databases; this streamlined approach delivers rich context and reliable answers with less hassle. It’s perfect for structured content like technical manuals, product guides, or the innovative llms.txt format designed to make websites LLM-friendly.
These shortcomings have led to sharp, even caustic criticism that AI cannot rival the human mind—the models are merely “stochastic parrots,” in Bender’s famous words, or supercharged versions of “autocomplete,” to quote the AI critic Gary Marcus.
I've been putting the [new o1 model](https://openai.com/index/openai-o1-system-card/) from OpenAI through its paces, in particular for code. I'm very impressed - it feels like it's giving me a similar code quality …
Don’t Throw the Baby Out With the Generative AI Bullshit Bathwater
If I had wanted to write a column about presidential pardons, I’d find ChatGPT’s assistance a far better starting point than I’d have gotten through any general web search. But to quote Reagan: “Trust, but verify.”
Revealed: bias found in AI system used to detect UK benefits fraud
Exclusive: Age, disability, marital status and nationality influence decisions to investigate claims, prompting fears of ‘hurt first, fix later’ approach
Before we get going — please enjoy my speech from Web Summit, Why Are All Tech Products Now Shit? I didn’t write the title.
What if what we're seeing today isn't a glimpse of the future, but the new terms of the present? What if artificial intelligence isn't actually capable