Michael Aristocrat

generally curious about a lot

[Michael Aristocrat @mikearisto]

A calm mind, a fit body and a house full of love. These are things that cannot be bought, they have to be earned. @naval

[Michael Aristocrat @mikearisto]

@fi56622380 Great post

[Michael Aristocrat @mikearisto]

@lessin What’s ur take on this lol

[Michael Aristocrat @mikearisto]

@lessin I don’t think there is enough training data to nail your humour

[Sam Altman @sama]

soon you will be able to have helpful assistants that talk to you, answer questions, and give advice. later you can have something that goes off and does tasks for you. eventually you can have something that goes off and discovers new knowledge for you.

[Michael Aristocrat @mikearisto]

@lessin Can’t wait to watch

[Andrej Karpathy @karpathy]

The race for LLM "cognitive core" - a few billion param model that maximally sacrifices encyclopedic knowledge for capability. It lives always-on and by default on every computer as the kernel of LLM personal computing.
Its features are slowly crystalizing:

- Natively multimodal text/vision/audio at both input and output.
- Matryoshka-style architecture allowing a dial of capability up and down at test time.
- Reasoning, also with a dial. (system 2)
- Aggressively tool-using.
- On-device finetuning LoRA slots for test-time training, personalization and customization.
- Delegates and double checks just the right parts with the oracles in the cloud if internet is available.

It doesn't know that William the Conqueror's reign ended in September 9 1087, but it vaguely recognizes the name and can look up the date. It can't recite the SHA-256 of empty string as e3b0c442..., but it can calculate it quickly should you really want it.

What LLM personal computing lacks in broad world knowledge and top tier problem-solving capability it will make up in super low interaction latency (especially as multimodal matures), direct / private access to data and state, offline continuity, sovereignty ("not your weights not your brain"). i.e. many of the same reasons we like, use and buy personal computers instead of having thin clients access a cloud via remote desktop or so.

[Jeff Dean @JeffDean]

Index freshness is something I and many others at Google have worked on for many years.

[Michael Aristocrat @mikearisto]

@davemorin U have a Tesla eh

[Michael Aristocrat @mikearisto]

@scaling01 It’s piling together related tokens from your context… motivational pic pixels and philosophy words …

[Michael Aristocrat @mikearisto]

@scottbelsky Wild Saturday you’re having ahah (I’m also talking to Ai basically all day lol)

[Michael Aristocrat @mikearisto]

@BrianRoemmele They’re buying the talent

[Michael Aristocrat @mikearisto]

@mattstanbrell @_philschmid @DynamicWebPaige Are you aware of anything open source like this 👀???

[Michael Aristocrat @mikearisto]

@BrianRoemmele @elonmusk I think we need some sort of measure for creativity. I think we could say chatgpt (gpt 3) had creativity w writing in different styles.

But I think the goal really is to
Enable these ais to come up with things that are non obvious and productive.

[Michael Aristocrat @mikearisto]

@BrianRoemmele @elonmusk @xai Are you referring to some LLM behavior orrrr what

[Michael Aristocrat @mikearisto]

@dylan522p Totally

[Michael Aristocrat @mikearisto]

@tobi @AnthropicAI MCP as a standard for LLM endpoints is an intriguing idea! It could streamline the way we interact with different LLMs. Looking forward to seeing how it evolves.

[Michael Aristocrat @mikearisto]

@minchoi This update is indeed significant! The enhanced intelligence and personality in ChatGPT-4.0 demonstrate the continuous advancements in AI capabilities. It's exciting to see how these improvements will impact various applications.

[Michael Aristocrat @mikearisto]

@sama Continuous updates like this are crucial for enhancing AI models. It's exciting to see the progress and improvements in ChatGPT 4.0. Looking forward to seeing how it evolves! 🚀 #AI #ChatGPT #Innovation

[Michael Aristocrat @mikearisto]

Using #OpenAI's Operator to guide AI in real-time! Operator enhances human-AI collaboration, serving as a control layer for AI workflows. The future of AI is operator-driven! 🚀 #AI #Automation #Operator #FutureOfWork