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@yoavg
yoavg / GM-level-chess-without-search.md
Last active June 16, 2024 02:43
Grand-master Level Chess without Search

Grand-master Level Chess without Search: Modeling Choices and their Implications

Yoav Golderg, February 2024.


Researchers at Google DeepMind released a paper about a learned systems that is able to play blitz-chess at a grandmaster level, without using search. This is interesting and imagination-capturing, because up to now computer-chess systems that play at this level, either based on machine-learning or not, did use a search component.[^1]

Indeed, my first reaction when reading the paper was to tweet wow, crazy and interesting. I still find it crazy and interesting, but upon a closer read, it may not be as crazy and as interesting as I initially thought. Many reactions on twitter, reddit, etc, were super-impressed, going into implications about projected learning abilities of AI systems, the ability of neural networks to learn semantics from observations, etc, which are really over-the-top. The paper does not claim any of them, but they are still perceiv

@sindresorhus
sindresorhus / esm-package.md
Last active June 21, 2024 06:43
Pure ESM package

Pure ESM package

The package that linked you here is now pure ESM. It cannot be require()'d from CommonJS.

This means you have the following choices:

  1. Use ESM yourself. (preferred)
    Use import foo from 'foo' instead of const foo = require('foo') to import the package. You also need to put "type": "module" in your package.json and more. Follow the below guide.
  2. If the package is used in an async context, you could use await import(…) from CommonJS instead of require(…).
  3. Stay on the existing version of the package until you can move to ESM.
@daniellwdb
daniellwdb / cacheMiddleware.ts
Last active June 14, 2022 17:25
Prisma cache middleware
import type { Prisma } from "@prisma/client"
import { redis } from "../redis"
type CacheMiddlewareOptions = {
model: Prisma.ModelName
action: Prisma.PrismaAction
keys?: string[]
defaultValues?: Record<string, unknown>
ttlInSeconds: number
}
* Downloaded or downloading
=============================
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**http://kickass.to/vtc-html5-css3-responsive-web-design-course-t7922533.html
*http://kickass.to/10gen-m101js-mongodb-for-node-js-developers-2013-eng-t8165205.html
*http://kickass.to/cbt-nuggets-amazon-web-services-aws-foundations-t7839734.html