[#Script #Coding] Machine Learning Safety – Full Course from the Center for AI Safety

Machine Learning Safety – Full Course from the Center for AI Safety

By freeCodeCamp.org
Published: Aug 02, 2023


freeCodeCamp.org ML systems are rapidly increasing in size, are acquiring new capabilities, and are increasingly deployed in high-stakes settings. As with other powerful technologies, safety for ML should be a leading research priority. In this course we’ll discuss how researchers can shape the process that will lead to strong AI systems and steer that process in a safer direction. We’ll cover various technical topics to reduce existential risks (X-Risks) from strong AI, namely withstanding hazards (“Robustness”), identifying hazards (“Monitoring”), reducing inherent ML system hazards (“Alignment”), and reducing systemic hazards (“Systemic Safety”). At the end, we will zoom out and discuss additional abstract existential hazards and discuss how to increase safety without unintended side effects.

✏️ See course.mlsafety.org for more.

⭐️ Contents ⭐️
(0:00:00) Introduction
(0:11:09) Deep Learning Review
(0:52:41) Risk Decomposition
(1:06:57) Accident Models
(1:39:22) Black Swans
(1:58:45) Adversarial Robustness
(2:29:40) Black Swan Robustness
(2:52:56) Anomaly Detection
(3:35:32) Interpretable Uncertainty
(3:59:09) Transparency
(4:12:22) Trojans
(4:22:52) Detecting Emergent Behavior
(4:43:07) Honest Models
(5:00:06) Machine Ethics
(5:52:08) ML for Improved Decision-Making
(6:04:40) ML for Cyberdefense
(6:25:00) Cooperative AI
(6:58:33) X-Risk Overview
(7:05:23) Possible Existential Hazards
(7:13:16) AI and Evolution
(8:03:08) Safety-Capabilities Balance
(8:21:07) Review and Conclusion

🎉 Thanks to our Champion and Sponsor supporters:
👾 davthecoder
👾 jedi-or-sith
👾 南宮千影
👾 Agustín Kussrow
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Justin Hual
👾 Otis Morgan

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

Eric Brooks

Eric Brooks

Web & Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.

More Posts - Website

Follow Me:Add me on XAdd me on FacebookAdd me on LinkedInAdd me on PinterestAdd me on YouTubeAdd me on Instagram

[#Adobe #Design] How to Create a Clean Quick Background in Adobe Premiere Pro CC (2023)

How to Create a Clean Quick Background in Adobe Premiere Pro CC (2023)

By AdobeMasters
Published: Jul 31, 2023


AdobeMasters Check out my Premiere Pro Course: https://www.udemy.com/course/premiere-pro-course/?referralCode=AF659E18BEF06A7F4955

Today we go over a really good trick to create a clean background that you can do some great things with! This is simple to create and can be used in a ton of different applications!

Get near unlimited stock footage and premiere pro templates: http://1.envato.market/c/1413971/298927/4662

Join the Community at: https://adobemasters.net/
Request a Tutorial at: https://adobemasters.net/request-a-tutorial/

If you want to learn more about the Adobe products. Here are a couple of cheap courses I learned from.
http://adobemasters.net/courses/

Subscribe to see more Adobe related content, videos every other day.

Eric Brooks

Eric Brooks

Web & Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.

More Posts - Website

Follow Me:Add me on XAdd me on FacebookAdd me on LinkedInAdd me on PinterestAdd me on YouTubeAdd me on Instagram

[#AfterEffects #Video] 5 TRICKS TO Make Your Videos 10x BETTER

5 TRICKS TO Make Your Videos 10x BETTER

By Cinecom.net
Published: Jul 28, 2023


Cinecom.net (advertising @Lickd) Sign up to Lickd with my link for 14 days free stock music and 50% off your first mainstream chart track – https://go.lickd.co/Cinecomv8 – Learn how to make your videos 10 times better with these 5 easy editing and filmmaking tricks in this tutorial video.

Sign up to Lickd
â–º https://go.lickd.co/Cinecomv8

VIDEO EDITING Tricks you (probably) never heard about!
â–º https://youtu.be/tgwKVnXSQm8

More Adobe Premiere Pro Tips & Tricks
â–º https://youtube.com/playlist?list=PLV0ZcSTi6tB5FaetAjteHwodN7GhXyVM1

Read More
â–º https://www.cinecom.net/video-editing-tips/5-tricks-make-your-videos-10x-better

👕 MERCH
â–º https://cinecom.net/merch

🎬 Check our Award Winning Courses
â–º https://cinecom.net/courses

💙 LETS CONNECT!
Instagram â–º http://cinecom.info/Instagram
Discord â–º http://discord.gg/Cinecom

💥 Download Unlimited Video Assets
â–º http://storyblocks.com/Cinecom

License ID: 8v9dY7ZVP4R
License ID: XmBmVlmJyGN
License ID: z9Lwz7B41bg
License ID: MDxvLWeEdmr
License ID: Yo5dKNymg89
License ID: l1Ybla2WzZo

#Cinecom #Editing #tipsandtricks

Eric Brooks

Eric Brooks

Web & Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.

More Posts - Website

Follow Me:Add me on XAdd me on FacebookAdd me on LinkedInAdd me on PinterestAdd me on YouTubeAdd me on Instagram

[#Photoshop #Tutorial] Create Realistic Composites in Photoshop with Just a Few Clicks!

Create Realistic Composites in Photoshop with Just a Few Clicks!

By Photoshop Training Channel
Published: Jul 28, 2023


Photoshop Training Channel Learn to blend multiple images together using Generative Fill in Adobe Photoshop!

This is the easiest way to create composites! What do you think?

🎯 SUBSCRIBE to get more amazing Photoshop tutorials!
â–º https://hi.switchy.io/Subscribe-to-PTC

🔗 LINKS:

Gen Fill Ultimate Guide â–º https://www.youtube.com/watch?v=a3LXB-lA-Qw&list=PL3bfN-31F9RfB_7DNMOtdiPwvL-WAA-7F

Premium Tutorials â–º http://ptcvids.com/shop

Become an Adobe Stock Contributor â–º https://swiy.co/Stock-Contributor  

👍 CONNECT
● TikTok â–º https://www.tiktok.com/@jrfromptc 
● Instagram â–º http://instagram.com/photoshoptrainingchannel

📝 CREDITS
● Photoshop video tutorials by Jesus Ramirez

#PhotoshopTutorial #Photoshop #PTCvids

Eric Brooks

Eric Brooks

Web & Graphic Designer, Blogger, Musician, Evil Clown. I also code websites and promote people for a living. Still kind of a jerk, though. Approach with food.

More Posts - Website

Follow Me:Add me on XAdd me on FacebookAdd me on LinkedInAdd me on PinterestAdd me on YouTubeAdd me on Instagram

Proudly powered by WordPress
Creative Commons License
EricBrooks.Com® is licensed under a Creative Commons License.

Disclaimer: The views expressed herein are solely those of Eric Brooks. They do not necessarily reflect those of his employers, friends, contacts, family, or even his pets (though my cat, Puddy, seems to agree with me on many key issues.). In accordance to my terms of use, you hereby acknowledge my right to psychoanalyze you, practice accupuncture, and mock you incessantly with every visit. As the user, you also acknowledge that the author has been legally declared a "Problem Adult" by the Commonwealth of Pennsylvania, and is therefore not responsible for any of his actions. ALSO, the political views and products advertised on this site may/may not reflect the views of Puddy or myself, so please don't take them as an endorsement. We just need to eat.


Connect