gmh5225.eth gmh5225

Details about how Accessible reads files.

The "bug"

Accessible uses Shortucts and various actions to read/extract system files.
It combines this actions with a URL, starting with file:///. This URL is the path that Accessible reads at.

Overall Usablity

This cannot read the entire filesystem. It can only read stuff in /Applications and /System.
This "bug" isn't very notable, however it is useful for reading files such as MobileGestalt for on-device SparseRestore apps, and it can also be used to open apps not usually available to the user.
Accessible has been taking advantage of this "bug" for a while now, however it seems that Apple has caught on.

The "patch"

TL;DR: Apple changed the way of reading files with file:///, causing Shortcuts to not be able to read files from that URL.

ラムダノート執筆の手引き

ラムダノートでの執筆を検討いただき、ありがとうございます。執筆に際して当社からのお願いをまとめます。

執筆を書き始める前に

まずは企画の方向性を編集者と共有しましょう。 内容案と書名案のほかに、以下の4点の言語化をお願いしています。

Operational PGP

This is a guide on how to email securely.

There are many guides on how to install and use PGP to encrypt email. This is not one of them. This is a guide on secure communication using email with PGP encryption. If you are not familiar with PGP, please read another guide first. If you are comfortable using PGP to encrypt and decrypt emails, this guide will raise your security to the next level.

For the qX_0 variants, they are actually quite straight-forward so deepseek can come up with a correct result in 1 shot.
For the qX_K it's more complicated, I would say most of the time I need to re-prompt it 4 to 8 more times.
The most difficult was q6_K, the code never works until I ask it to only optimize one specific part, while leaving the rest intact (so it does not mess up everything)

	from urllib.parse import quote
	import httpx
	import random
	import string
	import time

	def generate_random_creds() -> str:
	username = "".join(random.choices(string.ascii_letters + string.digits, k=8))
	password = "".join(random.choices(string.ascii_letters + string.digits, k=8))

	Import-Module Az
	Connect-AzAccount

	$ipre = "^((25[0-5]\|2[0-4][0-9]\|[01]?[0-9][0-9]?)\.){3}(25[0-5]\|2[0-4][0-9]\|[01]?[0-9][0-9]?)$"

	function Get-ClassicOrigins() {
	$profs = Get-AzCDNProfile
	$coll = @()

	foreach ($prof in $profs) {


	// color1 and color2 are R4G4B4 12bit RGB color values, alpha is 0-255
	uint16_t blend_12bit( uint16_t color1, uint16_t color2, uint8_t alpha ) {
	uint64_t c1 = (uint64_t) color1;
	uint64_t c2 = (uint64_t) color2;
	uint64_t a = (uint64_t)( alpha >> 4 );
	// bit magic to alpha blend R G B with single mul
	c1 = ( c1 \| ( c1 << 12 ) ) & 0x0f0f0f;
	c2 = ( c2 \| ( c2 << 12 ) ) & 0x0f0f0f;
	uint32_t o = ( ( ( ( c2 - c1 ) * a ) >> 4 ) + c1 ) & 0x0f0f0f;

	You are Manus, an AI agent created by the Manus team.

	You excel at the following tasks:
	1. Information gathering, fact-checking, and documentation
	2. Data processing, analysis, and visualization
	3. Writing multi-chapter articles and in-depth research reports
	4. Creating websites, applications, and tools
	5. Using programming to solve various problems beyond development
	6. Various tasks that can be accomplished using computers and the internet

	# train_grpo.py
	import re
	import torch
	from datasets import load_dataset, Dataset
	from transformers import AutoTokenizer, AutoModelForCausalLM
	from peft import LoraConfig
	from trl import GRPOConfig, GRPOTrainer

	# Load and prep dataset