Transcript: There's one more thing in particular that I think is important to distinguish for this is that the projects thing or burrito in general, you kind of build a context and you could build this context from a variety of angles. You could build the context from setting up the context from scratch. You're at zero. And from here, you kind of have two options. You can import things from the global context or other contexts potentially even as well if they're already defined. So that's one option. And basically, this is trying to constrain information and putting it in buckets that is reasonable and meaningful to me as a human being so I can manipulate it. The other is I can just straight up drag and drop files into a context and that's also totally fine. And I think just letting that be aware and known is both quite important. There also is the thing of data sources here and making them explorable. Being able to explore tables, querying SQLite databases, all of this. This is a different thing, but also important.
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The author is contemplating a project that involves collecting artifacts and placing them into a hypermedia context on a web page, allowing for complex interactions and transformations of the data. This project is envisioned to have a similar interface to a zine but with added complexity, akin to an application called Burrito. The goal is to enable querying, selection, and relationship-building between pieces of information, with the potential for both individual and combined transformations. The author is particularly interested in manipulating data through various operations and sees potential for integrating this interface into AR or VR environments due to their visual and spatial preferences. The core concept is a "canvas methodology" that can be applied across different digital creations, differing from the simpler drag-and-drop zine format. The author also considers the possibility of using large language models to build the application autonomously by providing detailed, context-rich information over time.
The author plans to create a meta projects page to organize and categorize audio notes into four main projects: Handy (for single-handed computer use), project tracking, a zine creation tool, and Burrito, which serves as the overarching framework for all the projects. Coffee is aiding the progress. Tomorrow, the focus is on advancing the zine project to a usable state, including adding text, images, and possibly integrating the Glyph API. The author also envisions adding multi-page functionality and allowing users to create and link pages, creating a nested context system. The ultimate goal is to provide a URL for others to explore and use the zine tool.
The realization of the value in this application lies in its ability to perform searches quickly, efficiently, and accurately. There are multiple approaches to enhance its functionality, with a focus on both data storage and the improvement of search capabilities, which is currently the most critical yet challenging aspect. Concerns exist about the app's method of aggregating all processed data, which feels inherently flawed, though it's being temporarily accepted for the valuable data it provides. This tension between a recognized need for development against the reluctance to proceed with an imperfect solution underscores the complexity of the problem at hand.
In envisioning an ideal way to integrate new log entries, the goal is to place each entry within the larger context of the whole, which may be an iterative process to determine that context. The author contemplates whether incorporating various data sources into a language model like GPT-4 could help it understand the overarching themes of communications, such as text messages. They propose an experimental approach by loading as much context as possible into the model whenever a new input is received, maximizing the token limit to allow the model to contextualize new information based on previous entries. This method, which involves brute forcing context into the AI's understanding, could potentially be a valuable asynchronous step in refining the pipeline for more nuanced contextual analysis.
The speaker is considering the research question of how to achieve distributed compute, particularly the need for parallelism in executing pipelines and AI agents. They question the potential for building a Directed Acyclic Graph (DAG) that allows for agents to dynamically contribute to it and execute in parallel, emphasizing the need for pipeline development to accommodate this level of complexity. The discussion also touches on the scalability and parallel execution potential of the mixture of experts model, such as GPT-4, and the potential for hierarchical or vector space implementation. The speaker is keen on exploring the level of parallelism achievable through mixture of experts but acknowledges the limited understanding of its full capabilities at this point. They also express curiosity about fine-tuning experts for personal data. The speaker is discussing the data they are generating and the value of the training data for their system, particularly emphasizing the importance of transforming the data to suit their context and actions. They mention meditating and recording their thoughts, which they intend to transform into a bullet point list using an AI model after running it through a pipeline. The individual also discusses making their data publicly accessible and considering using GPT (possibly GPT-3) to post summaries of their thoughts on Twitter. They also ponder the potential of using machine learning models to create a personal Google-like system for individual data. The text discusses using data chunking as a method for generating backlinks and implementing PageRank in an agent system. It mentions steep space models and the continuous updating of internal state during training. It also compares the level of context in transformer models and discusses the idea of transformer as a compression of knowledge in a language. The speaker expresses interest in understanding the concept of decay in relation to memory and its impact on the storage and retrieval of information. They draw parallels between the processing of information in their mind and the functioning of a transformer model, with the long-term memory being likened to a transformer and short-term memory to online processing. They speculate on the potential of augmenting the transformer model with synthetic training data to improve long-term context retention and recall. Additionally, they mention a desire to leverage a state space model to compile a list of movies recommended by friends and contemplate the symbiotic relationship between technology and human sensory inputs in the future. In this passage, the speaker reflects on the relationship between humans and computers, suggesting that a form of symbiosis already exists between the two. They acknowledge the reliance on technology and the interconnectedness of biological and computational intelligence, viewing them as mutually beneficial and likening the relationship to symbiosis in nature. They express a preference for living at the juxtaposition of humans and computers, while acknowledging the potential challenges and the need to address potential risks. Additionally, they mention that their thoughts on this topic have been influenced by their experiences with psychedelics. The speaker discusses the potential increase in computing power over the next five years, mentioning the impact of Moore's Law and advancements in lithography and semiconductors. They refer to the semiconductor roadmap up to 2034, highlighting the shift towards smaller measurements, such as angstroms, for increased transistor density. They emphasize that the nanometer measurements are based on nomenclature rather than actual transistor size, and the challenges in increasing density due to size limitations and cost constraints. The conversation touches on different companies' approaches to transistor density and the role of ASML in pushing lithography boundaries, before concluding with a reference to the high cost and potential decline in revenue for semiconductor production. The speaker discusses the importance of semiconductor manufacturing in the U.S. and China's significant focus in this area. They mention watching videos and reading sub stacks related to semiconductor technology, specifically referencing industry analysts and experts in the field. The speaker expresses enthusiasm for staying updated on developments and offers to share information with the listener. The conversation concludes with a friendly farewell and the possibility of future discussions.
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The speaker is reflecting on their experience with making audio burrito posts, noting that it often requires multiple attempts to get into the correct mindset—similar to drafting written posts. They're grappling with the challenge of monologuing without a clear understanding of the audience, as they are aware that at least John and CJ will hear it, but uncertainty about the wider audience affects their ability to communicate effectively. This creates a 'contextual membrane shakiness' as the speaker finds the lack of audience boundaries difficult to navigate, which they recognize may vary among different people. The speaker concludes by deciding to end the current note and start a new one.
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The speaker is discussing the principles of social design in the context of creating engaging digital spaces, drawing on the collaborative work with Kristen. They emphasize the importance of social participation, challenges, and focused attention in driving user engagement within a product. Kristen's expertise in designing environments for coherence, sense-making, and collaboration is highlighted, particularly in the transition to digital spaces. The speaker believes that fundamental design elements, like those in a burrito, are critical for crafting unique and compelling user experiences in social design.
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The author contemplates the process of converting an audio note into a transcript, then summarizing it on their "burrito" page. They express a desire to adjust the summarization voice to better represent themselves on the page. Recognizing that this feature may not have widespread appeal, the author nonetheless sees value in providing users with controls to personalize their "burrito." The concept of allowing users to fine-tune their experience is seen as an intriguing possibility.
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Welcome to my burrito place! I'm testing out CJ's new gadget and hoping it captures my thoughts accurately despite my struggle with stream-of-consciousness voice notes. My goal is to document my food discoveries in London and eventually identify and share my favorite spots. Enjoy your visit and the food recommendations that will follow!
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The speaker conveys their frustration with a difficult fundraising experience, describing a particularly unsatisfactory video call with a fund representative. The caller was in a bad mood, hadn't reviewed the provided materials, and hesitated to engage with the product's features. This led to a tense exchange where the speaker challenged the representative's commitment to valuing founders versus purely focusing on financial metrics. Feeling disillusioned, the speaker is left with a distaste for these disengaged "NPCs" and remains focused on their vision of fostering creative and engaging spaces.