Austin teleprint-me

Programming as Theory Building

Peter Naur

Peter Naur's classic 1985 essay "Programming as Theory Building" argues that a program is not its source code. A program is a shared mental construct (he uses the word theory) that lives in the minds of the people who work on it. If you lose the people, you lose the program. The code is merely a written representation of the program, and it's lossy, so you can't reconstruct

	"""
	Copyright © 2025 Austin Berrio
	@file unicode.model.py
	@license cc-by-sa-nc-4.0
	@ref https://aclanthology.org/P16-1162/
	@ref https://aclanthology.org/2025.coling-main.400/
	@ref https://huggingface.co/blog/catherinearnett/dangers-of-tokenizer-recycling
	"""

	import argparse

	/** Lambdas in C. Compile with GCC!
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	*

	import json
	import os
	import re
	from functools import lru_cache
	from typing import IO


	class Encoder:
	def __init__(
	self,

	import numpy as np
	import torch
	import jax
	from tqdm import tqdm

	from model import LanguageModelConfig, TransformerConfig, QuantizedWeight8bit as QW8Bit
	from runners import InferenceRunner, ModelRunner, sample_from_model

	CKPT_PATH = "./checkpoints"

	from datetime import date, datetime

	from dateutil import parser


	def to_datetime(value: str) -> datetime:
	return parser.parse(value)


	def to_iso(value: datetime) -> str:

	import base64
	import hmac
	import json
	import os
	import secrets
	import string
	import time
	import uuid

	import scrypt