Show HN: Time Portal – Get dropped into history, guess where you landed
eggnog.aiHi HN! I love imagining the past, so I made Time Portal, a game where you are dropped into a historical event and see AI video footage from that moment. You have to guess where you are in time and on the map. It’s like GeoGuessr (and heavily inspired by it!) but for historical events.
The videos are all created with AI. It’s a pipeline of Flux (images), Kling (video), and mmaudio (audio). The videos aren’t always historically accurate to the last detail. They might incorporate elements of folklore or have details from popular beliefs about the way things looked rather than the latest academic research on how they looked.
I’m thinking a lot about how to make the game more interactive. One thing that makes Geoguessr so fun for me is that you can move infinitely and always find more details to help you pinpoint the location. I want Time Portal to have a similar quality. I have a few ideas to try soon that will hopefully make the game more interactive and infinite.
Love the concept. Got annoyed with the scoring. I was off by about 200 years and got the country right and only got 2,995 out of 10,000. Felt sad i got such a low score then looked at the answer and felt proud I thought I was really close and then annoyed at how strict the scoring seemed.
But overall, I love the concept and will probably continue to play and ignore the scoring.
Personnaly I didn't felt as if I was trying to recognize a place and period in history, but trying to guess what prompts were used to generate the pictures. Or at least for some of the pictures where I wasn't as sure of the event (like seeing the rose on a picture for the war of the roses).
Also I didn't listen to many of the sounds, but I got English voices for something happening in France (the Fauvisme guess).
But still I had some fun and it's nice to see a good use for AI
Yeah, fair enough. Glad you had fun!
This is awesome. I had the same feeling I had when I first played GeoGuessr. It's one of the first times I've seen what is obviously AI-generated video used in a super compelling way. I want to keep playing.
A few super nitpicky comments:
- I dropped my pin for "Seward's Folly" on Alaska. The videos were clear enough that I knew that's what it was, which made me excited. But then it said it happened in Washington, DC.
- It might be sample bias, but I've only gotten events after year 0 (and technically, it went from 1 BCE/BC to 1 CE/AD.
I'd love to play with this my seven year old, but some of the images are too violent. A "PG mode" would be awesome.
The Seward's Folly had an additional issue besides the fact that some of the locations were in DC and others were in Alaska:
The video of the signing in the White House shows Rutherford B. Hayes, not Andrew Johnson. Andrew Johnson was president in 1867, not Rutherford B. Hayes.
Your location estimate was off because you matched the 3-out-of-4 of videos showing Alaska / Russian Army / Tligits.
My time estimate was off because I matched the only video from the White House ...which was showing Rutherford B. Hayes in office.
Thanks for the kind words and for the feedback! Good call about PG mode. We also want this to be usable in classrooms so that would definitely help.
> The videos aren’t always historically accurate to the last detail
Are they ever?
> They might incorporate elements of folklore or have details from popular beliefs about the way things looked rather than the latest academic research on how they looked
Like the one of the age of castles man loading an American civil war cannon by holding another cannon up to it: https://www.eggnog.ai/timeportal/37e02fea-bbb2-4b88-ae8c-0a3...
I must have missed that folklore.
Still more accurate most of the time than a lot of historical video games at least.
I got a trippy one that was supposed to be about Da Vinci painting the Last Supper, but the people were moving, so I thought it was supposed to be the actual supper: https://www.eggnog.ai/timeportal/56571c14-8f13-48ba-b60f-d82...
>Still more accurate most of the time than a lot of historical video games at least.
This game is much closer to Trivial Pursuit than it is Assassin's Creed. The importance of accuracy depends on the type of game and when the point of the game is specifically testing the player's knowledge, a lack of accuracy is game-breaking.
And where the creators are on the spectrum between historical accuracy vs politics vs target audience; Asscreed is one that tries to balance it, sometimes it works, their most recent example has had major criticisms. Kingdom Come focuses on historical accuracy but since they found no records of e.g. Black people in medieval Bohemia they didn't include them in the first game, which did trigger some criticism - the game director being outspoken on the issue probably didn't help.
The inaccuracy was disappointing to me. If the point is historical trivia it's hard when the historical trivia isn't right. I have done some fencing and I noticed it especially for weapons and armor (though that might be just because that's what I know at least a tiny bit about).
Overall it's a fun idea though. I was able to consistently get pretty close in time and location so even with the anachronisms there was enough there.
It's also a bit disappointing how much AI still deviates from what you ask of it. In one case, the prompt is (with spoilers removed):
> This star-lit scene in a [...] garden showcases [...] using a seven-foot reflecting telescope, with speculum metal mirrors, in 18th-century [...]. The [...] row house architecture, oil lantern lighting, and his period attire all pinpoint the late 1700s. The meticulously ground mirror indicates the telescope’s custom design that enabled this revolutionary astronomical finding.
The result is a picture (with some panning animation) of a guy who for some reason has a pistol in his belt, looking through a complicated-looking telescope that is however definitely not a seven-foot mirror telescope in broad daylight with an oil painting inexplicably hanging in mid air behind him. No starlight, row houses or oil lanterns to be seen.
Interesting that the AI makes many of the outdoor structures look ancient rather than how they'd look in the time period. People walking over crumbling ancient roads whole fallen ruins loom over them isn't exactly accurate.
Definitely some issues to be improved in the game, but I think these sorts of errors can be driven down.
Maintenance is expensive in all time periods.
Very polished UI/UX. I'd say this is far closer in similarity to TimeGuessr than GeoGuessr. The only difference is that in TimeGuessr you are guessing a year and a location based on a single real image whereas Time Portal is making heavy use of GenAI for image/videos. Anything I'm missing?
https://timeguessr.com
OP: You might also want to change the title in your HTML header for the game - it just says Eggnog which is kinda funny but not sure if that was intentional.
When project codenames bleed into production go-live.
Project "Eggnog" FTW!
Yes! Similar vibe to TimeGuessr. And thanks for the heads up about the HTML header.
This is cool, but I'm not sure some of the hints are not more red herrings than anything else. Because AI sort of blends things, the prompt needs to be spot on or, for example, India starts looking like any part of the middle east. Traditional China looks like Japan, etc.
Also some of the temporal clues were very good, some were 'wtf'.
I also laughed at some of the hallucination I witnessed. Like a group of people staring in a telescope pointing straight at a white wall.
Fun though, just needs to be honed in a little.
It would help to have markers on the timeline for the different ages, at least for the first round! e.g. Bronze age.
You already sort of do, being a Gregorian timeline and marking 0 AD as Christ's birth. That's a dead giveaway when you see crosses. So I think it would be fair and useful to give a range of eras as markers on the timeline.
The map could also be continental, and the locations more precise than the country.
The map could be more exciting, and change based on the timeline selection! It's currently showing the "current" map and not the map of the era; which in some respect is relevant.
Finally, the scoring could be more explanatory, you got 5,000 / 10,000 for the following reason / calculation method. Maybe a graph of points per time correction and location. It could also be more comprehensive scoring, with a slight multiplier for streaks, a badge for being good at temporal location vs. geolocation etc.
Scoring could animate up, to gamify the experience, create a sort of level end screen that builds up excitement. The map could animate and so could the timeline in this end phase.
I like the idea, there is a lot you could do to push this further.
Thanks for the feedback and the ideas! Is your idea about showing the ages just to make it a bit easier if you don't know exactly when different ages started and ended?
Yeah slightly easier and also educative if you think about it.
It also dresses up the timeline so that the game gets its own identity.
Cool idea but the AI images are kind of lame. For anyone who wants something like this I recommend NYT's Flashback quiz: https://www.nytimes.com/interactive/2025/03/07/upshot/flashb...
I think the AI images are what makes this interesting. First good use of AI video I've seen.
Or an open source version you can play infinitely:
https://wikitrivia.tomjwatson.com/
This one is fun, I managed to get 6 out of 8, which I think is pretty good for me, considering I don't know much history.
My first reaction is that the scoring is too harsh. I got within 50 years and 100 km and the resulting score is 7,406 / 10,000.
I got within 15 years and 200 km but got 7,275 / 10,000. If the expectation is to absolutely nail it, I can hardly imagine who is it for.
My hope is that one day there is a Rainbolt for Time Portal. For someone like that to exist, the game has to be hard. That said, I agree the scoring could definitely use some improvement!
I've put the part about Pope Gregory (and St Paul Basilica) at the St Paul basilica in Vatican. Was punished by not putting it in Rome (where by "Rome" the game probably meant "whatever the meaning is in the underlying map engine").
The Alaska sale is in DC? One of the videos has the exchange of the flags on the post.
Yeah the scoring can be pretty harsh. You should be able to see your percentile overall and for each round on the results page.
Videos had Japanese men, but the event was in China - Video generator must have just went with "generic asian warrior"
I just had the same experience!
Great work! My family and I have fun playing Wordle, Worldle, Heardle, etc. I'm going to recommend this one too.
Interesting concept, but the use of AI art is personally extremely off-putting.
Maybe it works for people who like having everything filtered through a modern cinematic cgi filter. In this case, sure, it is a neat tool for seeing how a hollywood studio might have imagined events of the past to look like. At least you admit upfront here that they are "fantastical imaginations" of historical events, but maybe you should clarify that on the website too.
I've always found it better to hear from actual historians, or better yet, dive into the source material when learning about events of the past. This takes some actual work and requires doing good research. It would be nice if AI could help those folks do their jobs more easily instead of being used to generate more fake looking slop.
I don't think this would be interesting without the AI art so big disagree. First good use of AI video I've seen.
I understand if you don't like AI art. If Time Portal inspires anyone to learn more about history, I will be happy.
"At least you admit upfront here that they are "fantastical imaginations" of historical events, but maybe you should clarify that on the website too." <<<<< Which imbecile will think otherwise? "Look ma, gippoes had cameras back them and recorded cool videos"!
"I've always found it better to hear from actual historians, or better yet, dive into the source material when learning about events of the past" <<<<< Get over yourself!
Scoring function is unfair. If you get a location wrong with 100 km on a world map or the time wrong by 50 years, score drops like 50%.
Also, the "Alaska purchase" has both indoors and outdoor images. The outdoors clearly depicts Alaska but the correct location is supposed to be Washington DC.
This is awesome! Definitely some more obscure historical events in there. Agree that the scoring is a bit harsh, especially since the clips are, let’s say, somewhat impressionistic.
Excellent idea and can’t wait for the next version.
Thank you!
yeah it's a cool concept, but knowing what I know about the ability of generative AI to accurately replicate specific moments of history, it falls flat.
The whole point of this kind of thing should be to reward people who can recognize "that architectural style wasn't invented until the 13th century" but that's precisely the sort of thing image models cannot do reliably.
I agree that it's not possible to have them do 13th century architectural style perfectly right now. But I believe it will be soon. The image/video models are improving, but so are the reasoning models, and they can check for and fix anachronisms.
I hope you're right. Are you aware of any image-gen models that apply chain-of-thought style reasoning (either agentic or via reinforcment learning to shape outputs?)
For example, consider this imagery from today's challenge: https://firebasestorage.googleapis.com/v0/b/fastab-f08e9.app...
These are some incredible monoliths: if they were real, I feel like I would have heard about them? And if they did... that's so cool. But because it's AI generated, I have a very low confidence level that this ever existed at all. Which is sad.
[Spoiler] I guess it's this: https://madainproject.com/northern_stelae_park
Which is funny, because the monoliths in the AI video look more eroded than the real ones today.
This looked like a nice idea at first glance. At second glance, it's really bad because you have to assume that everything you see in these videos can be wrong or misleading.
No, not aware of image models that do chain-of-thought reasoning. But there are vision models that do it, so you can have them review the generated images and iterate on the prompts.
Reasoning models aren't needed for this. The loss function for the image models needs to take year into account.
This is entirely possible, as the incredible accuracy[1] of non-generative picture location models (a very similar problem) shows.
[1] https://paperswithcode.com/sota/image-based-localization-on-...
You might look into era specific LoRas if they exist, and if not consider training a few to help better capture architectural detail from that specific time frame.
good idea! It would be fun to have a ton of LoRas for different places x eras
Why not using img2vid starting from an historically accurate picture or painting?
This does use img2vid but with AI generated images. Using real pictures or paintings could definitely be fun too.
This is really cool work..It made me think about the original Bill & Ted movie and how you could almost generate an open ended (very pseudo-historical) time travel game now.
> The videos aren’t always historically accurate to the last detail
Boy is that overselling it. And you don't really need to, this is cool even though there's a ton of AI jank.
Great concept. I'm an avid geoguessr and wikitrivia player, you're definitely onto something here.
I built a prototype version similar to this called PastPort last year, but I like your idea better.
This uses Flux then image to video? Good quality generations, it would be wonderful to see the accuracy of the images improve. I saw you want to make it interactive like moving mode in geoguessr; that would be fantastic. I can imagine a few ways to do both.
I don't believe this is open source - is there a way to contribute to this? One man operation or are you a team?
That's so cool! Yes, Flux then image to video. And agree, definitely focused on improving the image accuracy.
This isn't open source, no. We're a team of two through our company Eggnog AI. That said, happy to talk some time if you're interested!
The super anachronistic output makes this really difficult. One of the examples was the battle in the war of the roses but all the imagery suggests over a hundred years later.
Apparently the song dynasty had billowing smoke stacks from the late 19th century. But overall the game is cool and fun.
I had a "War of Roses" image too and was way off on it too. The flags and sigals were completely wrong.
I guessed it was supposed to be Agincourt because of the prominence of archers.
Yeah fair point. The game still has an issue with details creeping in that are not correct. I believe we can get these types of errors down quite a bit though.
Brilliant idea but e.g. I got the conversion of the kingdom of Aksum to Christianity and none of the images resemble reality.
I think this might work better if you fed the LLM some real image and asked it to expand it than by using prompts.
How would you be able to get real images of the past?
Not much to say other than this is fun and awesome! Haven’t taken a detailed look at all, but in surface level, very enjoyable!
thanks so much!
I'm no history buff, so i found it quite fun just as a game. the system is quite easy to cheese by simply going back and re-guessing once you have the answer, was really enjoying the scoring aspect until I figured out how simple it was to get close to 100%. Understandable cause its still a PoC and very much a beta, but thought I'd give you the heads up.
Glad you liked it. Yeah, still no score tracking on the web game and it runs on the honor system. If you get the iOS app, you can keep track of your scores and it will just save the score the first time you play.
https://timeguessr.com/
I really enjoy time guessr! Playing it on the TV with family is fun too.
I was about to suggest this as well - great game! Maybe you want to add https://games.oec.world/en/tradle/ to the routine
I was off by little both in time as in space. But when I was about to drag the map it triggered the go back on my Android phone (gestures). Maybe prevent default to avoid that?
good feedback, thanks!
Pleasantly surprised that the first one with Christian symbols in Africa was something I happen to know exactly
that's great!
As an Indian, The irony wasn't lost on me when I placed the marker on West Indies (Caribbean islands) when the actual Spot was East India.
Haha yeah some of them are pretty tricky
6700 / 10000. I guess because I didn't zoom on the map and got the time off by 34 years of the actual event.
The scoring could be improved.
Strange your website isn't working on Mullvad's Browser.
On the Guess page it just has a blank screen with the 4 cinematic clips below...
Thanks for letting me know
Seeing the same on Chrome actually.
This was awesome! I think this project is super creative and original. Also, I got top 63%!
Ah.. I got the same. But I think I got really lucky.
Nice work! Thank you!
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I found the centrality of AI generated video to be quite distasteful. I had a visceral negative reaction to it, which probably speaks to how much AI slop is polluting my life in other places. I would have much preferred a game based on actual historical photographs.
I understand, it's not for everyone. The game will always be based in AI generated renditions though, because it removes the constraints on which events can be depicted.
I could imagine this to become a pastime for curious kids, and parents having nothing against them spending time on it. It still needs development and quality improvements, but that is a direction I could imagine it taking.
Totally, I really hope it inspires a love of history in kids.
20% of you nerds did better than me and I consider myself a history buff. I am humbled.
haha that's still a very good score
This is killer. Love it! Are you planning to monetize it or keeping it as is?
Thanks for playing! No immediate plans to paywall the game, but we do eventually want to make money from it in some capacity.
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Edit: dang suggested we should add more about the link to our startup, so here's more if anyone's interested:
Originally, we were making an AI video creator tool with a focus on character consistency in long videos (https://news.ycombinator.com/item?id=39853474). A year ago, character consistency was a big problem and we developed a solution for it in AI videos. Now though, a lot of other AI video creator tools have come out, and 1) character consistency has been solved in other ways 2) the other tools just make better quality videos than ours.
So we decided to pivot from building video creator tools to building apps with AI video as the core format. When I say that we plan to sell apps like Time Portal, it's still pretty open ended. First, we just want to build an app/apps that people really like using for free and figure out the best way to monetize them later. Time Portal is not for sale right now. It's free to play on the web and there is a free app in the App Store.
Very interesting ways to interact with AI videos
As somewhat of an AI-generated image hater, I had a lot more fun with this than I was expecting to. Nice work :-)
Haha glad to hear it! Thanks!
This is a great idea - loved it!
And I’d love to see the idea expanded further. “AI recreations of historical scenes” is an idea with tons of interesting potential.
Thank you! We have plans to expand it! We've been hearing from a few teachers that they like playing Time Portal with their class because it helps the kids empathize with people in the past. There are some really fun possibilities just in the learning space and more in gaming.
Super cool! Tried a couple of rounds, will try it with my oldest kid who's very into history tomorrow, I'm sure he'll love it.
Thanks for playing! Let me know what your kid thinks
Great idea, the scroll bar for the year is a bit difficult to use in PC.
Thanks, and appreciate the feedback!
I first tried dragging the year label -- and the second time as well, for some reason I guess I find that very intuitive, or perhaps the thing we're actually meant to drag doesn't look as much like a slider? Dunno. In case that helps polishing it
This is truly remarkable- one of the best use cases for text-to-video products! Lots of fun with learning aspect
Thank you!
Fantastic fun!
One nit is recent events (1980+) will fall into an uncanny valley.
Glad you liked it! And yeah true.
This looks like those youtube shorts I've been seeing. Did you guys create those?
Don't think so, which shorts are you talking about?
This is awesome, and I'm not very good at it :-)
Thanks so much for the nice words!
I love the concept! A really compelling game , especially for history nerds like me. Two thoughts:
1. The AI imagery is often misaligned with the actual answer, with some anachronistic elements.
2. The scoring seems harsh. I got a couple of answers within 50km and/or 10 years in the time scale but was still severely penalized.
Good luck with this, I will definitely watch your progress and pass it along
Thank you! Appreciate the kind words and the feedback. Definitely need to improve on both fronts!
So there is a similar thing with a photo from (recent) history - and that has the edge of perfect accuracy - a picture of 1920s Alabama is a real representation.
I had real trouble with the battle of towton just now - the armour was “off” and someone was wondering around with a really cool white rose icon on their breastplate - and I could not work out if it was trying to be accurate or imaginative (accurate woukd look more like these things https://en.m.wikipedia.org/wiki/Armorial_of_the_House_of_Pla...)
I mean the fact that there were moving videos of Dutch astronomers or Ethiopian rulers is god damn amazing - it looks luscious
But it also looks … cut-scene. It’s brilliant. But it’s also a work of imagination (LLM imagings).
So it’s quite hard to do the game itself - but it’s amazing to drop people into the context and excite a historical interest.
creative use of Generative AI. There will be more games powered by AI.
thanks! I agree
This is so fun and creative. Congrats on launching!
Thanks for playing it!
This is truly awesome. I love it. Please keep up the good work!
Thank you so much!
I enjoyed this a lot. Congratulations :)
Appreciate it!
Really fun, well executed. I like :-)
Thank you!
Loved it. Congratulations on the launch.
thank you for playing!
This is really cool, congratulations!
Thanks so much!
I really liked it but felt some of the image hints were a bit ambiguous at times which annoyed me.
I had one for the US purchase of Alaska which I got from the images of Americans building log cabins in an icy landscape and another image showing an American signing a document. I assumed it would be either Washington or Alaska (Anchorage I guess), but wasn't sure which because it depends on if you weight the signing of the agreement over the building of US settlements. It could have been either given the images were of different locations.
Similarly I had picture of British dude creating telescopes and realised it was very likely Herschel. But I also knew Herschels early work was done in Bath, while his most famous telescope was built later in Slough. Again, it wasn't entirely clear which location it would have been referring to.
Maybe I'm just being stupid though. I think you could have argued that right answers in both cases were more likely to be Washington and Bath.
That said, I really really liked it and think you have something here. Personally I'd play this over Geoguessr any day and I'll show my GF it tomorrow because I think she'll also like the history aspect of it.
Also, might worth lowering the distance penalty if someone guesses the right country, but the wrong point? Events in large countries are more risky just because of their size. Eg, if an event happened in France but you click Germany you'll often get less of a distance penalty than correctly guessing an event happened in the US but clicking the wrong part of the US.
Thanks for sharing your thoughts and for the kind words! Yeah the situations you pointed out like Washington/Alaska where it's not being consistent in the depiction of a location aren't great and will be improved. I'm kind of torn about what to do on the distance scoring. On the one hand, I see your point that knowing the country should count for something, but it currently doesn't count for much if the country is big and you get the wrong side of the country. On the other hand, doing that would make the scoring system more complicated, and it's already not particularly easy to understand.
congrats on the launch! had a lot of fun playing it, keep it up!!
Thank you very much!!
I guess the idea is cool, but this is more like "try and guess which prompt generated this slop".
The thing that makes Geoguessr cool is that it drops you into a real place.
This is like if Geoguessr showed you the output from "Midjourney, show me China".
I guess you could see it that way. The is no footage from most of history, so AI gives us a new way to interact with those events in the past. But it will never be perfect, because we'll never have the ground truth to compare it to.
avoid 3005 slavery becomes gameified
What a fun idea :)
Thanks!
Todays challenge is 2024, Mountainview, California —- because it’s clearly Google Gemini AI.
Haha it's not Gemini. The models used are in the post.
I have been building a kind-of geography guessing game in a similar vein. Mine has a solo mode and a party-game mode and doesn't use any AI. I'd love to hear some feedback.
https://guesshole.com/
These are beautiful! Great stuff.
Appreciate it!
"When're we dropping, boys?"
To offer a non-AI alternative but a similar game concept, I highly recommend TimeGuesser: https://timeguessr.com/.
You are shown historical photos (from the past 100 years, even up to the past year) and need to guess the location on a map and the year of the image. Extremely fun and varied gameplay because of the varied events the photos capture (some mundane while others more recognizable).
Timeguessr is neat. The advantage there is that, unlike Time Portal, I don't feel pain and depression by the countless anachronisms made up by AI that people will think bear some semblance to reality (I'm a historian).
I was excited by the title until I saw it was all AI :(
It would’ve been cool to collect actual images from history. I’m sure there are 1000s of public domain images that could be used.
https://timeguessr.com/ is basically that
This was the link I was looking for. I like this more than the AI version.
I know, right?! All those amazing photos from ancient Egypt are some of my favourites. Especially selfies with Amun-Ra and Amunet...
I love the idea, but GenAI isn't really up to it. The images are awful - like a Hammer Horror/Netflix-does-history vibe, but it's strangely addictive!
In this History football (soccer) is played with 2 balls. Who knew?!
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Ignore the AI comments, this app is so much more flexible with it, and the pictures will only get better. Great idea for an app!
Thank you!
YC funded a bunch of AI video companies (4+), and AFAICT the Eggnog folks are hustling the hardest.
The path forward as a foundation video model company closed, so they worked hard on end-to-end story creation workflows and mobile.
Turns out that's hard to gain traction and distribution amongst dozens of other similarly shaped startups. So they hack on games and fun viral loops.
Keep at it! This is super clever. You're getting noticed.
Video is going to be huge, and even though power law dictates there will be only a few winners, I think there's space for teams hustling this hard if you can find distribution.
Let the foundation video model companies fight to the death. They've over-raised and are being commoditized by Tencent and Alibaba's open source foundation video models (Hunyuan and Wan). You can use their APIs on the cheap and still provide value. And value will accrue to the application layer.
Focus on what the creators want and need.
Thanks for the support!