Show HN: Time Portal – Get dropped into history, guess where you landed

eggnog.ai

497 points by samplank2 11 days ago


Hi 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.

baud147258 - 11 days ago

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

lelandfe - 10 days ago

> 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.

cdjk - 11 days ago

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.

vunderba - 10 days ago

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.

polishdude20 - 11 days ago

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.

keyle - 11 days ago

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.

stingrae - 11 days ago

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.

kdamica - 11 days ago

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...

tanepiper - 10 days ago

Videos had Japanese men, but the event was in China - Video generator must have just went with "generic asian warrior"

kypro - 11 days ago

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.

bucketsofthundr - 10 days ago

Love the game but I second improving the scoring mechanics.

I was 40 years off and less than 5km from the place and "only" got 7829. Assuming 99% accuracy for location, and based on some back-of-the-napkin math, that means you have to be within 70.7 years of the actual event to register any points for guessing the correct time. I think If you're within 100 years of the event you should get points. I think ideally it should be a curve, but if you can't program a curve then perhaps create brackets, like -10 points for each year within 10 years, -25 points for each year between 10 and 25 years, and -50 points for each year past that. Using this method you can be +/- 115 years of an event before getting 0 points for the time portion, and the closer you are, the closer to 5000 points you achieve.

Also, the one event was credited as being in Rome, although the picture shows, and the description says, St. Peter's Basilica, which is in Vatican City.

skort - 11 days ago

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.

lukev - 11 days ago

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.

riversflow - 10 days ago

Gross. History is not for LLMs to generate. I find the praise in this thread disturbing. The amount of completely anachronistic scenes would probably lead to worse historic understanding, making this an anti learning game.

yunusabd - 10 days ago

In my experience, our current AIs work best when heavily grounded with real data. Maybe try and work with actual footage, reconstructions, or existing simulations as an input to make the videos more realistic

backprop1989 - 11 days ago

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.

ddxv - 10 days ago

https://timeguessr.com/

I really enjoy time guessr! Playing it on the TV with family is fun too.

meta_ai_x - 11 days ago

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.

0xcb0 - 10 days ago

Nice game!! Well done I think. And another nice example of how AI and generative art can help learn in an interactive way. Event though some pictures are missleading. I guessed the one was the end of rome while it was istanbul. But the pictures looked nothing like ottoman architecture and only like roman one. But overall very nice idea!!

bthater - 11 days ago

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.

Efimeridopolis - 10 days ago

Suggestion: Make the time scale logarithmic.

SamPatt - 10 days ago

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?

furyofantares - 10 days ago

> 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.

jimkleiber - 10 days ago

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.

yobbo - 10 days ago

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%.

mywittyname - 10 days ago

This is a really good game! I thought I did pretty okay, but I was surprised to find that 91% of people did better than I. I'm guessing most people know when and where King Tut's remains were found, I managed to get 4k points on that one and was still in the bottom 10% of players.

This would make for a fun party game in the style of Jackbox.

ButOneDuck - 10 days ago

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.

ahamilton454 - 10 days ago

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!

_Rabs_ - 11 days ago

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...

KaiserPro - 10 days ago

Its a nice idea, and it poses interesting biases in the models generating the videos.

I for the chinese question, I think it was way off. It showed the great wall of china, which is the wrong place for the answer.

The rise of the mugals was also interesting, I got it right but only because I assumed it was confusing Ottoman architecture with mugal.

pona-a - 10 days ago

I remember when the first Stable Diffusion models came out, one of their model cards, in the "safety" section, mentioned using the model to generate depictions of historical events. At that time, I thought that warning was about as useful as "do not use to dry pets" on a microwave.

hot_gril - 10 days ago

Pleasantly surprised that the first one with Christian symbols in Africa was something I happen to know exactly

handpanda - 10 days ago

very fun!

Two small comments - if I know the precise year it is kinda hard to seek, especially at the ends of the scale. Maybe if you could hold the button to go faster?

And the text overlay on the map at the end mostly prevents me scrolling it (and seeing where the correct place was)

mvdtnz - 10 days ago

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/

BruceeLee - 7 days ago

Very good game, it makes me excited. Although some of the history generated by the AI is confusing, I think the generated video effect is good.

joshdavham - 11 days ago

This was awesome! I think this project is super creative and original. Also, I got top 63%!

riffraff - 10 days ago

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.

qwertox - 11 days ago

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.

zild3d - 10 days ago

I enjoyed it :) I see a lot of complaints about the ai generation. My 2c would be the photorealistic style is throwing people off a bit. Painting/artistic renderings might do it better justice

j2kun - 11 days ago

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.

voisin - 11 days ago

This is killer. Love it! Are you planning to monetize it or keeping it as is?

labbett - 10 days ago

This reminds me of the old "Where in the USA/World is Carmen Sandiego" games...but the accuracy and of the history and kids friendliness would need to improve for me.

barbazoo - 10 days ago

Neat. Feels like a solution in need of a problem though. The hints aren’t really hints, oh I was supposed to see that the rivets on that ship in the background were sovjet?! lol

noduerme - 10 days ago

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.

atum47 - 10 days ago

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?

ClassicRob - 10 days ago

Wait I love this! I'm sure accuracy is generally important but I don't know many dates in particular so I had a good time playing for a few rounds.

arrowsmith - 11 days ago

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.

jtwaleson - 11 days ago

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.

init - 10 days ago

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.

kitd - 10 days ago

Great work! My family and I have fun playing Wordle, Worldle, Heardle, etc. I'm going to recommend this one too.

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gusmally - 10 days ago

As somewhat of an AI-generated image hater, I had a lot more fun with this than I was expecting to. Nice work :-)

aklemm - 10 days ago

Love it. The scoring is a bit tough though; I gained 18k/50k points but yet beat 72% of people.

Oras - 11 days ago

This is truly remarkable- one of the best use cases for text-to-video products! Lots of fun with learning aspect

fijiaarone - 10 days ago

Todays challenge is 2024, Mountainview, California —- because it’s clearly Google Gemini AI.

greesil - 10 days ago

20% of you nerds did better than me and I consider myself a history buff. I am humbled.

mmgutz - 10 days ago

This looks like those youtube shorts I've been seeing. Did you guys create those?

Sontho - 10 days ago

Great idea, the scroll bar for the year is a bit difficult to use in PC.

doublejallday - 10 days ago

This is truly awesome. I love it. Please keep up the good work!

1970-01-01 - 10 days ago

Fantastic fun!

One nit is recent events (1980+) will fall into an uncanny valley.

Mobius01 - 11 days ago

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

lifeisstillgood - 11 days ago

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.

gcanyon - 10 days ago

This is awesome, and I'm not very good at it :-)

typpo - 11 days ago

This is so fun and creative. Congrats on launching!

hodorwang - 10 days ago

Very interesting ways to interact with AI videos

cflewis - 11 days ago

I enjoyed this a lot. Congratulations :)

darkstar_16 - 11 days ago

Loved it. Congratulations on the launch.

dmje - 11 days ago

Really fun, well executed. I like :-)

baal80spam - 11 days ago

This is really cool, congratulations!

renewiltord - 11 days ago

These are beautiful! Great stuff.

sdotdev - 5 days ago

its nice but how does the points calculation work? I know its 5000 for time and 5000 for event, but with the time is it linear so 1 year away (for example) is -1 point, and 100 years away is -100 points? I feel it should give you more of a curve so if youre a couple years off/in the same decade you're score isn't that off. apart from that its good.

pavelstoev - 10 days ago

creative use of Generative AI. There will be more games powered by AI.

PeterCorless - 10 days ago

The picture was clearly based on El Castillo [Temple of Kukulcán, in Chichén Itzá], which is on the Yucatan Peninsula. Note the chamber on top.

It looks nothing like the Aztec Pyramid of Teotihuacan, which is flat on top and has no structure.

In other words, this is AI slop that makes something that looks plausible, and is utterly misleading.

As someone who has spent decades of my life on history, this makes me weep for humanity.

jetzzzzz - 11 days ago

congrats on the launch! had a lot of fun playing it, keep it up!!

taherchhabra - 6 days ago

Love it

Delomomonl - 11 days ago

What a fun idea :)

internet_points - 10 days ago

This is exactly what the world does not need more of.

snovymgodym - 10 days ago

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".

fireburning - 10 days ago

avoid 3005 slavery becomes gameified

williamDafoe - 10 days ago

I have no idea how to use your app. It just shows 4 pictures and asks me to choose one. No. I refuse to play a challenge that is not explained wtf am i doing.

oortoo - 11 days ago

"When're we dropping, boys?"

stefanpie - 10 days ago

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).

dartos - 11 days ago

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.

4ndrewl - 11 days ago

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!

MikeBenemorhbc - 10 days ago

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ta43200 - 10 days ago

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aaron695 - 11 days ago

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Vaslo - 11 days ago

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!

henglihong-js - 10 days ago

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echelon - 11 days ago

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.