AI Safety Video Starter Kit
Caveat: I’m still figuring a lot of this out
Also, if you’re interested in getting involved with this, feel free to get in touch!
What to get
Products
Camera: Most phones are good enough for basic filming - check your settings to be filming in 4k or even 8k if possible (useful if you’re going to want to zoom in on the footage and keep it high res)
Your back camera will be better than your front camera, but then you can’t see yourself or use teleprompter apps; I usually consider this too big of a downside and use the front camera
Teleprompter: There are many teleprompter apps, the one I use is capcut (which I also use for some editing)
What's annoying about this is you can only film for three minutes at a time, so you'll have to stop and start over. Then, you'll have to re-copy in the text of the teleprompter app from something on your phone. I often use facebook Messenger to get stuff from my computer to my phone, which is really quite janky. It works well enough for me, but there are probably better systems.
Lights: For more elaborate setups, there are all kinds of lights you can get. But for a basic talking head, if you're going to be close to the camera, all you need is a ring light. If you're going to be further from the camera, you probably want two lights to avoid shadows.
Ring light: I use this one because it’s cheap and easy. Contains a tripod (they almost all do).
I have this other light, I don’t strongly recommend or disrecommend it, it’s fine, I like that it has multiple temperature settings.
Annoyingly, if you wear glasses, there is often glare, especially from a ring light. I have not figured out how to fix this. Sometimes I take my glasses off for videos.
I’ve bought this to try out a really portable setup but haven’t experimented with it yet
Mics: Common wisdom is that audio quality is the most important thing, even more important than video quality, so I recommend getting mics. The best ones for basic use seem to be these, which I have. A huge pro of them is that you can plug them directly into your phone, so that you don't have to have a separate audio file and video file.
There's definitely a bit of an upfront cost in learning how to use them. I recommend using o3 to walk you through the process. We're still having trouble with them, but that's probably user error. I don't have a better recommendation.
They're not very directional, so they'll pick up all kinds of sound which can be good (especially if you're moving around) but can also be bad if you have noise in the room. Avoid touching the mic or putting your hair or hand over it while it's filming.
I have also now bought this for a more directional approach, which I'm hoping will reduce echoing and noise, but I haven't tried it out yet. It's also on the cheaper end of these, so it's possible I will need to upgrade.
Tripod: If it doesn't work to just have the ring light tripod, for instance, if you want the two lights on either side of you. I use this one.
Editing software
Capcut on desktop and mobile - worth paying for pro. Not hard to learn
Capcut’s “enhance voice” and “reduce noise” is surprisingly good, as is its “erase background”
Descript - I get this from my workplace so I don't know how much it costs or if it's worth it in general. I really like it for talking head videos because you can move around sections of the video just by moving around what you said in it. It uses a transcript to anchor the parts of the video.
Advice
Whenever you're stuck on any product or software or aren’t sure what to buy, ask o3 or another LLM how to do it. Upload screenshots. Constantly be using AI for help here.
In general I find using AI helpful, but your mileage will vary
If you have a separate mic and video, be sure to clap or make some loud noise so that you can sync up the footage.
Check out aisafety.video for other people in the space (and get in touch!)
What to say
There's obviously a billion trillion pieces of advice one could give on how to make successful videos and how scriptwriting works which I'm not gonna get into here except to say that
The hook at the beginning is important
It's probably worth spending a fair amount of time watching videos similar to yours that have done consistently well and seeing what they do.
A handful of topics I think someone (or multiple someones) should make a great video on
Straightforward
Show current capabilities through demos or just conversation - people are often wrong about what they can do
We could e.g. pick skills that people are good at in fun ways (the geoguesser guy, some other savants online) and show that AI is good at that now.
Wikipedia game, pokemon
https://x.com/KelseyTuoc/status/1917340813715202540?t=YyRLt523RuDyzHFRFKN2nQ&s=19
“AI Will Never Be Able To…” Series
Find historical claims about AI limitations. Video structure: show the claim as a screenshot, voiceover: "Let’s see if it can...", cut to someone typing the challenge into an AI model, show the model succeeding, optionally cut to a reaction shot
Sincere talking head vlog about how to relate to doom and x-risk emotionally
Career in the age of AI (can base on BT post)
Speaking directly to young people (life plan)
Series of definitions: mech interp, corrigibility, etc
Why would an AI kill everyone?
How would an AI kill everyone?
Why to expect deceptive alignment by default
Superpersuasion
We don't understand these models (sycophancy, Croation)
https://x.com/KelseyTuoc/status/1912948896722239499
Underrated point: the most advanced models will be internal to the labs
Examples of reward hacking in the wild
Saints, Sycophants, Schemers
RSPs
What is the deal with “reasoning models” and are they different than LLMs?
Counterarguments to the basic AI x-risk case — AI Alignment Forum
Why AI isn’t like nuclear weapons
Why AI is like aliens
Why can't we just…
"Put it in a box?
Train against bad behavior?
Monitor all the data centers?"
News
US House Passes 10-Year Moratorium on State AI Laws | TechPolicy.Press
JD Vance has read 2027
Subtle Sabotage in Automated researchers
https://x.com/gasteigerjo/status/1904562825520906462?t=bRjNZK8G7NMMeYhwJJ_UFA&s=19
Lists
A supercut of AI CEOs and other big people talking about catastrophic scenarios (there are some in here and here), possibly with commentary
A supercut of AI CEOs and other big people talking about AGI coming / job loss
List of Sam Altman lies, maybe in some tiktok format (see: https://archive.ph/BDoyA)
More elaborate
Visual storytelling of specific vignettes of how the future could go: Fast takeoff vs. what failure could look like vs. great power war
Sketches / funny
Inspired by Andy Masley’s posts about ChatGPT’s water consumption. Sketch examples: a 12-microsecond shower, eating 1% of a hamburger.
Acting out insane conversations with models
Sycophancy (see here)
Shutdown sabotage (see here)
Also see these stories and this one
There are a lot more