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"""Read-carrier vs fit-carrier on the knowledge-as-dynamics union test.

Claim under test: the losses reported in Helou 2026 (knowledge-as-dynamics) —
union seam loss (0.82 vs ceiling 0.98), lineage decay, and the "onion filter"
(disordered knowledge cannot be inherited) — are properties of the CARRIER
(SGD regression into a parametric AE), not of the knowledge channel
(the latent vector field V(z) = Enc(Dec(z)) - z).

Carrier here: a lattice snapshot of the field (512x512 grid, 262k samples =
7.8x FEWER field evaluations than their student's 8000 steps x 256 batch),

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# Makes git push and creates Merge Request at the same time
# If you follow branch naming convention like "ucp-123/new-authorization", MR title will be "UCP-123 New authorization", which will be cross-linked to Jira
# Make sure to replace "ucp" with your shortcut.

# IMPORTANT PREREQUISITE: to run `git config committer.name <your_gitlab_username>` once, so that it gets used for `make publish!` to assign MR to you

USERNAME := $(shell git config committer.name)
BRANCH := $(shell git rev-parse --abbrev-ref HEAD)
ticket_pattern := ucp-[0-9][0-9][0-9]
TICKET := $(shell git rev-parse --abbrev-ref HEAD | grep -o '$(ticket_pattern)' | tr [:lower:] [:upper:])

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L1
Базовые знание диалекта Typescript, основных встроенных примитивов (Array, Object, Function, String, Date) и методов работы с ними, понимание контекста (this) и способов управления им
Базовые знания фреймворка React
Знание наиболее часто используемых Web API: fetch/XHR, Storage, PostMessage, DOM
Умение писать простейшие алгоритмы (поиск, сортировка, сравнение объектов) без требований к их оптимальности. 
Навыки кроссбраузерной адаптивной верстки по макету с использованием существующего кода, знание CSS и препроцессора SCSS
Навыки отладки разметки в браузерах Chrome/Safari
Знание принципов работы HTTP, отличий между различными методами, принципов работы Cookies
Практическое владение лучшими практиками структурирования кода: SOLID/DRY/KISS и т.д.
Базовые знания git, понимание git flow

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<div style='display: flex; width: 120px; height: 70px;'>
  <%= image_tag field.to_s, style: 'width: 100%; height: 100%; object-fit: contain;' %>
</div>

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<div style='display: flex; width: 120px; height: 70px;'>
  <%= image_tag field.to_s, style: 'width: 100%; height: 100%; object-fit: contain;' %>
</div>

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setup:
	rails db:create
	rails db:migrate
	rails db:seed
	rails db:fixtures:load

db:
	rails db:migrate

fix:

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require 'oga'
require 'open-uri'
require 'pry'

url = './index.html'
html = open(url)

class FilmLibrary
  def initialize(films)
    @films = films

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ansible
vendor/cache
log/*
tmp/cache/*
test

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Gemfile

gem 'simple_form'

Installation

rails generate simple_form:install

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Code is clean if it can be understood easily – by everyone on the team. Clean code can be read and enhanced by a developer other than its original author. With understandability comes readability, changeability, extensibility and maintainability.

---

General rules

1. Follow standard conventions.
2. Keep it simple stupid. Simpler is always better. Reduce complexity as much as possible.
3. Boy scout rule. Leave the campground cleaner than you found it.
4. Always find root cause. Always look for the root cause of a problem.

Design rules