The Internet is 50% Fake. I Built a Detector.
The internet is drowning in low-information "slop." I built an AI-powered Chrome Extension to fight back.
๐ก๏ธ Get the Code (free): https://jb.gg/JunieAICoding
๐ง Built with Junie AI: https://github.com/llSourcell/SlopShield
"Slop" isn't just bad writing, it's a measurable lack of signal. Density = Verifiable Claims / Length. In this video, I build the Slop Shield: a Chrome Extension that uses a local LLM (Qwen 7B via Ollama) to score any webpage's truthfulness. No data leaves your machine.
The Stack:
โข Agent: Junie AI (IntelliJ IDE)
โข Backend: Python + Flask
โข AI Engine: Ollama (Qwen 7B, loโฆ
Watch on YouTube โ
(saves to browser)
Chapters (7)
Slop Demo
0:54
Defining Information Density
2:12
Building with Junie AI
3:33
V1: Heuristic Failure
4:03
V2: Local AI Judge
5:09
Constitutional System Prompt
6:19
Why You Need Personal AI Defense
Playlist
Uploads from Siraj Raval ยท Siraj Raval ยท 0 of 60
โ Previous
Next โ
1
2
3
![BTC Fever - Siraj [Music Video]](https://i.ytimg.com/vi/dDqye8F4R6s/mqdefault.jpg)
4
5
6
7
8
9
10
11
![Gears - Siraj [Music Video]](https://i.ytimg.com/vi/8oKAK69kxQg/mqdefault.jpg)
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
![Enter Siraj [Music Video]](https://i.ytimg.com/vi/bHSDYa95mMo/mqdefault.jpg)
50
51
52
53
54
55
56
57
58
59
60
What is Bitcoin?
Siraj Raval
5 Ways to Use Bitcoin
Siraj Raval
BTC Fever - Siraj [Music Video]
Siraj Raval
5 Reasons to Build Decentralized Apps
Siraj Raval
The Interplanetary File System
Siraj Raval
How to Build a Dapp in 3 min
Siraj Raval
Life Before Smartphones
Siraj Raval
4 Ways to Use Smart Contracts
Siraj Raval
3 Dapps You HAVE to See
Siraj Raval
Char's Life as a BitTorrent Engineer
Siraj Raval
Gears - Siraj [Music Video]
Siraj Raval
4 Reasons AlphaGo is a Huge Deal
Siraj Raval
Build a Neural Net in 4 Minutes
Siraj Raval
Sentiment Analysis in 4 Minutes
Siraj Raval
The Hackathon Life
Siraj Raval
Your First ML App - Machine Learning for Hackers #1
Siraj Raval
Build an AI Composer - Machine Learning for Hackers #2
Siraj Raval
Build a Game AI - Machine Learning for Hackers #3
Siraj Raval
Build a Movie Recommender - Machine Learning for Hackers #4
Siraj Raval
Build an AI Artist - Machine Learning for Hackers #5
Siraj Raval
Build a Chatbot - ML for Hackers #6
Siraj Raval
Build an AI Reader - Machine Learning for Hackers #7
Siraj Raval
Build an AI Writer - Machine Learning for Hackers #8
Siraj Raval
Build a Chatbot w/ an API - ML for Hackers #9
Siraj Raval
One-Shot Learning - Fresh Machine Learning #1
Siraj Raval
Generative Adversarial Nets - Fresh Machine Learning #2
Siraj Raval
Tone Analysis - Fresh Machine Learning #3
Siraj Raval
Generate Rap Lyrics - Fresh Machine Learning #4
Siraj Raval
Build an Autoencoder in 5 Min - Fresh Machine Learning #5
Siraj Raval
Build a Self Driving Car in 5 Min - Fresh Machine Learning #6
Siraj Raval
Build an Antivirus in 5 Min - Fresh Machine Learning #7
Siraj Raval
TensorFlow in 5 Minutes (tutorial)
Siraj Raval
Build a Recurrent Neural Net in 5 Min
Siraj Raval
Build a Simulation in 5 Min
Siraj Raval
Build a TensorFlow Image Classifier in 5 Min
Siraj Raval
Tensorboard Explained in 5 Min
Siraj Raval
Generate Music in TensorFlow
Siraj Raval
Build a Game Bot (LIVE)
Siraj Raval
Deep Learning Frameworks Compared
Siraj Raval
Introduction - Learn Python for Data Science #1
Siraj Raval
Build a Neural Network (LIVE)
Siraj Raval
Twitter Sentiment Analysis - Learn Python for Data Science #2
Siraj Raval
Recommendation Systems - Learn Python for Data Science #3
Siraj Raval
Predicting Stock Prices - Learn Python for Data Science #4
Siraj Raval
Pong Neural Network (LIVE)
Siraj Raval
Deep Dream in TensorFlow - Learn Python for Data Science #5
Siraj Raval
Visualizing Data with D3.js (LIVE)
Siraj Raval
Genetic Algorithms - Learn Python for Data Science #6
Siraj Raval
Enter Siraj [Music Video]
Siraj Raval
Build a Web Scraper (LIVE)
Siraj Raval
Why is P vs NP Important?
Siraj Raval
How to Make a Neural Network (LIVE)
Siraj Raval
How to Make an Amazing Tensorflow Chatbot Easily
Siraj Raval
How to Make an Amazing Video Game Bot Easily
Siraj Raval
How to Make a Tensorflow Neural Network (LIVE)
Siraj Raval
How to Make a Simple Tensorflow Speech Recognizer
Siraj Raval
Joel Shor - Really Quick Questions with an Awesome Google Engineer
Siraj Raval
How to Make a Path Planning Algorithm Easily (LIVE)
Siraj Raval
The Best Way to Prepare a Dataset Easily
Siraj Raval
Catherine Olsson - Really Quick Questions with an OpenAI Engineer
Siraj Raval
DeepCamp AI