crash Memes

Content Virgin API Consumer JSON Fears HTML Limited to the what the API can do Has to identify himself even for read-only APIs API Provider takes away his endpoint data is 10 minutes behind 429 Too Many Requests Has to worry about quota Thinks that he is making his life easier begs his users for auth API keys has to verify his email, phone, driver's license, ssn, dna sample has to agree to Terms of Service and follow the the rules Tokens Chad third-party scraper follows no rules, doesn't agree to any terms of service Even Javascript can't stop him pays laborers to solve captchas ; Luminati BUSInesS DrOXV NeTWOrK doesn't even have a phone number scrapes so fast the backend crashes Se So Ramsab" can work anonymously has no limitations can access any data he wants parses HTML with regex MULLVAD entire industries are dedicated to stopping him 5 SMSPvA 2Captcha his business is profitable website thinks his user agent is a phone Can do whatever he wants Doesn't care about changes in policies millions of engineer hours, still can't stop him from scraping promising career at high-frequency trading firm (just scrapes in his spare time)

Content SABOTAGE: Student adds bugs to the code on purpose! Intern Gets Job at ByteDance, Sabotages Neural Network Development Project for Two Months Programmer Keyu Tian got an internship at the Chinese company ByteDance and spent two months sabotaging a neural network development project by deliberately introducing errors into the code. Because of his actions, a team of thirty developers spent 247 searching for and fixing bugs that appeared in the project. The investigation revealed that Tian: Systematically uploaded Pickle files with malicious hidden code that contained viruses and other dangerous components. This code was executed automatically and randomly, so the team could not understand why their efforts did not lead to stabilization of the project Gained access to the PyTorch library on which the projects were based and made small changes to it daily, which led to program crashes. The developers did not check the source code, which is why tasks continued to fail with errors and bugs, and all experiments brought incorrect results Created chaos with checkpoints, files that save intermediate states of neural networks during their training. He changed model parameters, interfered with training data, or deleted checkpoints, which is why the team's work results disappeared and could not be restored Actively participated in work meetings, which allowed him to remain unnoticed. He attended every meeting to find out about the team's plans to fix bugs, and then created new ones. The team could not understand what was happening; Tian was exposed by logs. ByteDance reported that thirty developers worked for two months without results due to the destructive actions of one person, which led to the failure of the project deadlines and the loss of customer funds After Tian was fired from ByteDance, his mentors at university did not condemn or punish him. MIRATE