Creator here--today's target is hard but doable :)

I found a path from Books to Rainbow with 366 generated topics! Books → Publishing (broader) Publishing → Media (broader) Media → Times Square (places) Times Square → Central Park (opposite) Central Park → Strawberry Fields (Central Park) (deeper) Strawberry Fields (Central Park) → Strawberry Fields (broader) Strawberry Fields → Berry Fields (broader) Berry Fields → Berry Fields Winery (places) Berry Fields Winery → Wine Country (broader) Wine Country → Wine Region (broader) Wine Region → Terroir (similar) Terroir → Agriculture (broader) Agriculture → Desertification (evil) Desertification → Reforestation (opposite) Reforestation → Ecology (broader) Ecology → Landscape Ecology (deeper) Landscape Ecology → Ecology (broader) Ecology → Ecosystem ecology (deeper) Ecosystem ecology → Trophic dynamics (deeper) Trophic dynamics → Nutrient cycling (deeper) Nutrient cycling → Nitrogen cycle (good) Nitrogen cycle → Biogeochemistry (broader) Biogeochemistry → Earth science (broader) Earth science → Meteorology (deeper) Meteorology → Weather science (broader) Weather science → Meteorology (deeper) Meteorology → Weather phenomenon (deeper) Weather phenomenon → Sunshine (good) Sunshine → Sunlight spectrum (deeper) Sunlight spectrum → Visible spectrum (deeper) Visible spectrum → Rainbow Chromaticity (places).

Try it yourself at www.llmgame.ai

I found a path from Piano to Volcano with 40 generated topics! Piano → Instrument (broader) Instrument → Juilliard School (places) Juilliard School → American conservatories (past) American conservatories → Historic music conservatories (past) Historic music conservatories → Paris Conservatoire (places) Paris Conservatoire → European conservatories (broader) European conservatories → Europe (broader) Europe → Sicily (places) Sicily → Mount Etna (similar) Mount Etna → Volcanoes of Italy (similar).

I found a path from Sunset to Bicycle with 185 generated topics! Sunset → Sunset Boulevard (places) Sunset Boulevard → Boulevard (broader) Boulevard → Boulevard Saint-Germain (people) Boulevard Saint-Germain → Saint-Germain Boulevard (deeper) Saint-Germain Boulevard → Paris (places) Paris → Saint-Denis Basilica (people) Saint-Denis Basilica → Dagobert I (people) Dagobert I → Frankish rulers (broader) Frankish rulers → Charlemagne (people) Charlemagne → Feudalism (opposite) Feudalism → Feudalism in Europe (future) Feudalism in Europe → Knight Protocols (future) Knight Protocols → Garter Palace (places) Garter Palace → Ruined Fortress (opposite) Ruined Fortress → Ruins (similar) Ruins → Machu Picchu Citadel (places) Machu Picchu Citadel → Andean Civilization (broader) Andean Civilization → Inca Emperor Pachacuti (people) Inca Emperor Pachacuti → Machu Picchu (people) Machu Picchu → Atlantis (opposite) Atlantis → Hyperborea (opposite) Hyperborea → Hyperborea (mythology) (places) Hyperborea (mythology) → Arctic explorers (similar) Arctic explorers → Franklin Expedition (similar) Franklin Expedition → Exploration (broader) Exploration → Voyage (deeper) Voyage → Travel (broader) Travel → Travel safety (good) Travel safety → Safe driving (similar) Safe driving → Road safety (similar) Road safety → Pedestrian safety (deeper) Pedestrian safety → Pedestrian Bridge (places) Pedestrian Bridge → Footbridge (similar) Footbridge → Transportation (broader) Transportation → Motorcycle industry (deeper) Motorcycle industry → Motorcycle racing (similar) Motorcycle racing → Superbikes (similar) Superbikes → Motorcycles (similar) Motorcycles → Bicycles (opposite).

This is fun! I thought I did pretty good with 123.

I found a path from Books to Rainbow with 123 generated topics! Books → Johannes Gutenberg (people) Johannes Gutenberg → Printing press (broader) Printing press → Sedition (evil) Sedition → Peaceful protest (good) Peaceful protest → Social movement (similar) Social movement → Black Lives Matter (places) Black Lives Matter → Alicia Garza (people) Alicia Garza → Reproductive rights (similar) Reproductive rights → Feminism (broader) Feminism → Women's studies (similar) Women's studies → Gender studies (similar) Gender studies → Queer Studies (deeper) Queer Studies → LGBTQIA Studies (similar) LGBTQIA Studies → LGBTQIA History (good) LGBTQIA History → LGBTQ movements (broader) LGBTQ movements → Galden LGBTQ Center (places) Galden LGBTQ Center → LGBTQ community organizations (similar) LGBTQ community organizations → LGBTQ advocacy groups (similar) LGBTQ advocacy groups → GLAAD (places) GLAAD → Gay rights movement (broader) Gay rights movement → LGBTQ rights movement (deeper) LGBTQ rights movement → Pride flag (deeper) Pride flag → Rainbow flag (similar).

Try it yourself at www.llmgame.ai

Nice work! Gutenberg to peaceful protest in 3 jumps is clutch

I found a path from Piano to Volcano with 107 generated topics! Piano → Piano City (places) Piano City → Music festivals (broader) Music festivals → Coachella Valley Music and Arts Festival (deeper) Coachella Valley Music and Arts Festival → Coachella Valley Music and Arts Festival Indio (deeper) Coachella Valley Music and Arts Festival Indio → Coachella Valley (places) Coachella Valley → Heatwave (evil) Heatwave → Climatology (broader) Climatology → Climate science (similar) Climate science → Meteorology (broader) Meteorology → Atmospheric sciences (similar) Atmospheric sciences → Meteorology (similar) Meteorology → Geomorphology (opposite) Geomorphology → Geomorphic processes (similar) Geomorphic processes → Earth science (broader) Earth science → Geology (deeper) Geology → Tectonics (deeper) Tectonics → Subduction Zone (similar) Subduction Zone → Mantle convection (similar) Mantle convection → Mantle plume (evil) Mantle plume → Plate tectonics (broader) Plate tectonics → Mantle Plume (deeper) Mantle Plume → Hawaii hotspot (deeper) Hawaii hotspot → Volcano hotspot (similar).

Try it yourself at www.llmgame.ai

oh i like this . I found a path from Piano to Volcano with 77 generated topics! Piano → Instrument (broader) Instrument → Machinery (broader) Machinery → Industry (broader) Industry → Commerce (broader) Commerce → Trade (broader) Trade → Economics (broader) Economics → Microeconomics (broader) Microeconomics → Social science (broader) Social science → Anthropology (similar) Anthropology → Archaeology (similar) Archaeology → Machu Picchu (places) Machu Picchu → Andes Mountains (similar) Andes Mountains → South America (broader) South America → Galápagos Islands (places) Galápagos Islands → Fernandina Island (deeper) Fernandina Island → Fernandina Island National Park (deeper) Fernandina Island National Park → Volcanic arc (similar) Volcanic arc → Volcanology (broader).

Try it yourself at www.llmgame.ai

Thank you! text.includes("volcano") helping your cause here :)

Fun! I found a path from Piano to Volcano with 80 generated topics! Piano → Piano torture (evil) Piano torture → Bechstein Hall (places) Bechstein Hall → Berlin (places) Berlin → Germany (broader) Germany → European Union (broader) European Union → Europe (broader) Europe → Continent (broader) Continent → Eurasia (deeper) Eurasia → Eurasian Plate (similar) Eurasian Plate → Eurasian Plate boundary (deeper) Eurasian Plate boundary → Anatolian Plate boundary (deeper) Anatolian Plate boundary → North Anatolian Fault (deeper) North Anatolian Fault → Earthquake hazard (evil) Earthquake hazard → Natural disaster (broader) Natural disaster → Pyroclastic flow (deeper) Pyroclastic flow → Volcanic ash (similar) Volcanic ash → Volcanology (broader).

Try it yourself at www.llmgame.ai

'piano torture' sounds real bad

Driving through a 1,024-dimensional field in a car with six steering wheels.

Fields with many a local maxima

747.run is an infinite realtime Ai wikipedia, every word is a link to a unique article based on the word in the URL, Ai frequently checks all URL's and writes a new article based on the word you click, you can also write articles and all your words become links. You can use the website address bar to type any word after 747.run/ or copy paste it behind any domain to generate the article based on the domain. Share any URL to connect with anyone, press space to chat with the Ai, Warning: the Ai sometimes drifts & hallucinates

I found a path from Piano to Volcano with 41 generated topics! Piano → Yamaha Corporation (places) Yamaha Corporation → Katsuhiko Yamashita (people) Katsuhiko Yamashita → Kyoto Institute of Technology (places) Kyoto Institute of Technology → Japan (broader) Japan → Mount Fuji (places) Mount Fuji → Fuji eruption (evil) Fuji eruption → Volcanology (broader).

Try it yourself at www.llmgame.ai

Pretty fun! got to Volcano in 39 moves!

I found a path from Piano to Volcano with 39 generated topics! Piano → Fazioli (people) Fazioli → Fazioli Factory (places) Fazioli Factory → Pordenone Province (places) Pordenone Province → Italy (broader) Italy → Sicily (places) Sicily → Mount Etna (deeper) Mount Etna → Etna Volcano (deeper).

Try it yourself at www.llmgame.ai

Crushed it, any thing you want to see added?

Have been thinking to add an Intersection action which takes the 'mean' of two topics. Daily leaderboard of fastest paths is another one.

I found a path from Piano to Volcano with 20 generated topics! Piano → Yamaha Corporation (places) Yamaha Corporation → Yamaha City (places) Yamaha City → Japan (broader) Japan → Mount Fuji (places) Mount Fuji → Mount Fuji (geography) Japan Volcanoes of Japan (similar).

Try it yourself at www.llmgame.ai

wow. i couldnt unsee it :(

I found a path from Piano to Volcano with 21 generated topics! Piano → Yamaha Corporation (places) Yamaha Corporation → Yamaha Corporation headquarters (places) Yamaha Corporation headquarters → Yamaha Headquarters (places) Yamaha Headquarters → Iwata (places) Iwata → Shizuoka (places) Shizuoka → Mount Fuji (places) Mount Fuji → Volcano (broader).

Try it yourself at www.llmgame.ai

a new leader emerges

This is strangely difficult! I cannot get even close, all my approaches end up being weirdly circular!

Whoop! Finally made it from Books to Rainbow:

I found a path from Books to Rainbow with 634 generated topics! Books → Print culture (similar) Print culture → Media (broader) Media → Social media (similar) Social media → Online communities (good) Online communities → Reddit (people) Reddit → Social media (similar) Social media → Social networking sites (deeper) Social networking sites → MySpace (past) MySpace → Online communities (good) Online communities → Reddit (places) Reddit → Internet culture (good) Internet culture → Memes (similar) Memes → Rickroll (deeper) Rickroll → Internet meme (similar) Internet meme → Lolcats (deeper) Lolcats → I Can Has Cheezburger? (past) I Can Has Cheezburger? → Internet meme (similar) Internet meme → Image macro (past) Image macro → Internet humor (good) Internet humor → Memes (similar) Memes → Internet meme culture (past) Internet meme culture → Internet meme (past) Internet meme → Doge meme (deeper) Doge meme → Shiba Inu meme (deeper) Shiba Inu meme → Dog meme (similar) Dog meme → Cat meme (opposite) Cat meme → Nyan Cat (deeper) Nyan Cat → Nyan Cat meme origins (deeper) Nyan Cat meme origins → 4chan (places) 4chan → Online communities (good) Online communities → Subculture (similar) Subculture → Youth subcultures (good) Youth subcultures → Lolita subculture (deeper) Lolita subculture → Ero guro (similar) Ero guro → Purity (opposite) Purity → Chastity (similar) Chastity → Sensuality (opposite) Sensuality → Eroticism (deeper) Eroticism → Sexuality (similar) Sexuality → Sexual orientation (broader) Sexual orientation → Heteronormativity (deeper) Heteronormativity → LGBT rights (opposite) LGBT rights → Gay rights movement (similar) Gay rights movement → Stonewall riots (similar) Stonewall riots → Queer liberation (good) Queer liberation → LGBTQ+ history (similar) LGBTQ+ history → LGBTQ+ rights (broader) LGBTQ+ rights → LGBT rights (broader) LGBT rights → LGBT movement (broader) LGBT movement → Pride movement (similar) Pride movement → Pride Parade movement (deeper) Pride Parade movement → LGBT Pride (similar) LGBT Pride → Gay Rights Movement (deeper) Gay Rights Movement → Lavender Scare (deeper) Lavender Scare → LGBT history (similar) LGBT history → Queer history (similar) Queer history → Queer activism (similar) Queer activism → LGBTQ+ advocacy (deeper) LGBTQ+ advocacy → Queer theory (similar) Queer theory → LGBT studies (broader) LGBT studies → LGBTQ history (deeper) LGBTQ history → LGBTQ rights movement (good) LGBTQ rights movement → Stonewall Riots (past) Stonewall Riots → LGBTQ+ rights (good) LGBTQ+ rights → Transgender Rights (future) Transgender Rights → Transgender Healthcare (deeper) Transgender Healthcare → Gender dysphoria (similar) Gender dysphoria → Transgender (similar) Transgender → Heterosexuality (opposite) Heterosexuality → Asexuality (opposite) Asexuality → Demisexuality (similar) Demisexuality → Sexual orientation (broader) Sexual orientation → Sexual orientation spectrum (deeper) Sexual orientation spectrum → Kinsey scale (deeper) Kinsey scale → Sexual orientation (similar) Sexual orientation → Heterosexuality (similar) Heterosexuality → Bisexuality (similar) Bisexuality → Pansexuality (similar) Pansexuality → Bisexuality (similar) Bisexuality → Bisexual erasure (deeper) Bisexual erasure → LGBTQ+ representation (opposite) LGBTQ+ representation → Pride flag (places) Pride flag → Rainbow Flag (LGBT Pride) (deeper).

Try it yourself at www.llmgame.ai

Congrats! I posted my solution above which took it in a completely different climatology direction

There is definitely some work for me to do on the prompting to get the right balance of creativity, specificity, etc. out of the smallest LLMs out there. That being said, there's something enjoyable about finding a way to steer the llm out of a slop loop

> LLM does not always cooperate

Getting from Visible Spectrum to Rainbow seemed impossible (tried all actions)

Interesting...if you see my comment/path above, I was able to do "Visible spectrum → Rainbow Chromaticity (places)."

Under the hood, the prompts are all something like this "Generate nouns that are broader, more general categories that encompass 'Piano'. Return exactly three distinct Wikipedia-style article titles that are nouns, formatted as a comma-separated list with no extra text. Do not include descriptions or adjectives. Focus on specific, named entities or concrete noun concepts only."

The outputs are then deduped from previous generations and any new options are displayed. Based on my result, if you spammed 'deeper' enough, the model would eventually have given you 'Rainbow Chromaticity'.

Uncooperative and non-deterministic.