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Awesome! Have you considered pyodide[1]? Pydantic uses this for sandboxing its AI agents [2].

1. https://pyodide.org/en/stable/ 2. https://ai.pydantic.dev/mcp/run-python/


Thanks! Yeah I'm very aware of Pyodide and interested in adopting some of their techniques.

A big difference between my approach and their approach is that Runno is generic across programming languages. Pyodide only works for Python (and can only work for Python).

Big interesting development in this space is the announcement of Endor at WASM IO which I'd like to try out: https://endor.dev/


A plugin for Simon Willison's llm tool to support Structured Outputs using a simple YAML definition file.


Abstract:

As a matter of arithmetic, the trends of US government debt and deficits will eventually result in an outrageously high government debt-to-GDP ratio. But when exactly will the United States hit the constraint of infeasibility and how exactly will policy adjust to it? This article considers fiscal dominance, which is the possibility that accumulating government debt and deficits can produce increases in inflation that “dominate” central bank intentions to keep inflation low. Is it a serious possibility for the United States in the near future? And how might various policies change (especially those related to the banking system) if fiscal dominance became a reality?


This approach reminds me of RedisGraph[1] (which is now unfortunately EoL).

"RedisGraph is the first queryable Property Graph database to use sparse matrices to represent the adjacency matrix in graphs and linear algebra to query the graph."

1. https://github.com/RedisGraph/RedisGraph


RDF-star and SPARQL-star are basically Property Graph interfaces if you don't validate with e.g. RDFS (schema.org,), SHACL, json-ld-schema (jsonschema+shacl), and/or OWL.

Justify Linked Data; https://5stardata.info/

W3C RDF-star and SPARQL-star > 2.2 RDF-star Graph Examples: https://w3c.github.io/rdf-star/cg-spec/editors_draft.html#rd...

    def to_matrices(g: rdflib.MultiDiGraph) -> Union[Matrix, Tensor]
rdflib.MultiDiGraph: https://networkx.org/documentation/stable/reference/classes/...

Multigraph: https://en.wikipedia.org/wiki/Multigraph :

> In mathematics, and more specifically in graph theory, a multigraph is a graph which is permitted to have multiple edges (also called parallel edges[1]), that is, edges that have the same end nodes. Thus two vertices may be connected by more than one edge ... [which requires multidimensional matrices, netcdf (pydata/xarray,), tensors, or a better implementation of a representation; and edge reification in RDF]

From "Why tensors? A beginner's perspective" https://news.ycombinator.com/item?id=30629931 :

> https://en.wikipedia.org/wiki/Tensor

... Tensor product of graphs: https://en.wikipedia.org/wiki/Tensor_product_of_graphs

Hilbert space: https://en.wikipedia.org/wiki/Hilbert_space :

> The inner product between two state vectors is a complex number known as a probability amplitude.


Sounds like a perfect application for Micron/Intel's (yet to be widely commercialized) 3D XPoint[1] :) Although I find it highly unlikely a new Xbox would be the place to debut the technology.

Regardless, claimed latency is between DRAM and NAND, so I wonder if it would be performant enough for a gaming use case. To mikeash's point, 3D XPoint is byte-addressable, so perhaps it's possible...

[1] https://www.micron.com/products/advanced-solutions/3d-xpoint...


3D Xpoint has been commercially available for years under the Optane brand name. It's much more expensive than NAND (16 and 32GB NVMe drives available for ~$2/GB) but a smallish amount in the Xbox acting as some sort of cache seems at least semi-plausible and would fit with the "next generation SSD" and "virtual RAM" statements.


3D XPoint would cost more than the price of an Xbox.


How does something like the U2F Zero[1] compare?

As I understand it, the u2f zero acts as an HID device and not as a smartcard provider, but could one modify the firmware to do that? Isn't this basically an open source yubikey you can make yourself for < $25?

1. https://github.com/conorpp/u2f-zero


Just going off memory, but something like this seems to work for me on rooted Android (or wherever your hosts file is):

curl http://someonewhocares.org/hosts/hosts > /system/etc/hosts

Of course all the normal disclaimer stuff, make sure you look at what you're putting in there, etc. But Mr. Pollock's list has worked wonders for me


Would love an invite! - kmadura AT googlemail


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