Pioneering semantic gaming that explores meaning, not spelling
While the word puzzle genre endlessly remixes trivia, spelling bees, and word searches, we're building something different. Our games trace paths through the interconnected networks that make language rich and fascinating—creating experiences that develop critical thinking, not just vocabulary.
Building sustainable gaming businesses that advance literacy and critical thinking
We become technical co-founders
Mission-driven, not returns-focused
Proven NSF/NIH application success
Patient capital for complex games
se·man·tic game /səˈman(t)ik ɡām/
A game that explores how words relate through meaning rather than spelling.
Think Codenames, not Scrabble. Connections, not Wordle.
While most word games remained stuck in letter manipulation—Scrabble, Wordle, crosswords—a parallel tradition emerged: semantic games that explore meaning, not spelling.
Arrange letters into valid words:
Tests: Vocabulary size, spelling ability
Explore how words relate through meaning:
Taboo, Only Connect, Codenames, Decrypto, NYT Connections—these games ask how concepts relate, not how they're spelled.
Develops: Pattern recognition, lateral thinking
The Limitation of Even Great Semantic Games:
They're constrained by pre-authored content. Taboo has fixed cards. Connections has daily puzzles. Codenames has limited word grids.
What if semantic games could explore the entire network of language?
While most word games obsess over spelling—arranging letters into valid words—semantic games explore how words relate through meaning. This isn't new. For decades, players have navigated the rich networks of language, but only now, with modern AI, can we fully unleash semantic gaming's potential.
The party game Taboo pioneered semantic constraint gameplay. Players couldn't use obvious related words, forcing creative navigation through language networks. Describing "coffee" without saying "drink," "morning," or "caffeine" revealed how interconnected our vocabulary truly is. This wasn't about spelling—it was about understanding conceptual relationships.
BBC's Only Connect elevated semantic puzzles to high art. Contestants identified hidden links between seemingly unrelated items—perhaps discovering that "Horn," "Bell," "Wheel," and "Mirror" all precede "boy" in compound words. This wasn't trivia; it was pattern recognition across meaning.
Modern board games like Codenames and Decrypto turned semantic associations into strategic gameplay. Spymasters compressed multiple concepts into single clues, while Decrypto forced evolving semantic creativity as obvious connections became dangerous. These games proved semantic thinking could sustain deep, replayable mechanics.
Digital dailies like NYT Connections brought semantic categorization to millions. Players sort 16 words into four groups, discovering that "ATOM, CELL, ORGAN, TISSUE" share biological hierarchy while "CALL, DIAL, PHONE, RING" share telephonic action. The constraint of exactly four groups of four creates elegant puzzle tension.
Now, with LLMs and massive semantic databases, we can explore language's full network. No longer limited to pre-authored categories or fixed associations, our games navigate the actual semantic web—1.5 million words, 100 million connections. Players trace paths through meaning itself, discovering that any two concepts connect through just a few semantic hops.
"Traditional word games ask 'Is this spelled correctly?'
Semantic games ask 'How does this connect to that?'
One tests memorization. The other develops critical thinking.
LLMs don't just check spelling—they understand context, connotation, and creative connections. This enables gameplay impossible just five years ago: validating player-discovered semantic paths, generating infinite meaningful puzzles, and adapting to how individual minds create connections.
In our fragmented media landscape, the ability to recognize patterns and connections across disparate information isn't just entertaining—it's essential. Semantic games train the cognitive muscles needed to navigate modern information complexity.
300 million people play Wordle variants daily, exhausting simple letter-manipulation puzzles. They're ready for deeper challenges that explore language's richness rather than its spelling conventions.
Previous semantic games were limited by human-authored content.
Taboo has fixed cards. Connections has daily puzzles. Codenames has limited word grids.
Our games navigate the ACTUAL semantic network of language—
1.5 million words, 100 million connections, validated by AI in real-time.
We're building what we believe in - semantic games powered by AI that explore the infinite network of language
Semantic Navigation Platform - Live on App Store
Daily puzzles where players find paths between seemingly unrelated words by following chains of meaning. Features a permanent, free visual thesaurus with 1.5 million words and 100 million relationships. Unlike traditional word games that focus on spelling or synonyms, players navigate semantic space through meaningful connections.
Award-Winning Space Word Adventure - Beta Testing
Combines physics-based gameplay with semantic puzzles. Players fling solar words through space to match them with orbiting targets, deciphering missing letters while dodging cosmic debris. With 15 adaptive difficulty levels, extensive accessibility options, and teacher-crafted content, it serves everyone from English learners to vocabulary experts.
Studio Project - Month 12 of 18
Pattern-matching game designed specifically for neurodiverse players. Features predictable mechanics with infinite depth, visual-first gameplay, and AI-adaptive difficulty that responds to attention patterns. Built for the 300M+ gamers with ADHD who seek engaging, dopamine-driving experiences.
Studio Project - Month 8 of 18
Massively multiplayer word-building universe where 50M+ daily word game enthusiasts collaborate and compete. Uses LLMs to validate creative word combinations, generate infinite puzzles, and power real-time semantic battles. Targets the intersection of Wordle addicts and brain training subscribers.
Now accepting applications for Fall 2025 cohort
3 slots available for ambitious teams building cloud-native cognitive games
Building on federally-funded research and development
Secured $275K federal funding for AI-powered word game algorithms promoting prosocial learning
Award #2304423 →Government grants + Philanthropic support + Technology licensing = Sustainable non-profit innovation
Contributing natural language benchmarks and AI safety filters to research community
We fund games for the audiences that mainstream studios ignore
1.5 Billion Players
LLMs enable real-time adaptation to different cognitive styles, making these games finally profitable to build and operate.
$2.5B Market
LLMs generate infinite puzzles and validate creative answers, solving the content exhaustion problem that limits growth.
Why this is the moment for language games to evolve
We can finally validate creative language use, understand context, and generate infinite meaningful content—not just check spelling.
Wordle proved 300M+ people want daily word challenges. But they're exhausting simple formats. Players crave depth.
In our fragmented media landscape, games that develop semantic reasoning and connection-finding are more vital than ever.
15-20% of people think differently. Semantic games embrace pattern-finding over spelling, serving minds that work in networks.
Building the next generation of semantic gaming
Founders who see past spelling bees and trivia to imagine new ways of exploring language networks and meaning
Teams that leverage LLMs for gameplay mechanics, not just content generation—creating living language experiences
Commitment to serving neurodiverse players and understanding that minds work in networks, not lists
Belief that games can develop semantic reasoning and connection-finding for our fractured media landscape
From application to launch in 18 months
30-minute initial application
Technical & market assessment
$100K seed + $300K follow-on
18-month development cycle
Fall 2026 soft launch
A new economic model for sustainable gaming
Unlike traditional games requiring massive upfront infrastructure investment, our model scales linearly. Whether serving 1,000 or 1 million players, infrastructure remains ~30% of revenue.
This higher infrastructure percentage is offset by 90% lower content creation costs (LLMs generate infinite content), 75% lower user acquisition costs (unique gameplay drives organic growth), and 50% lower QA costs (AI handles edge cases).
Cloud costs: ~10% of budget
Team focus: Core mechanics validation
Monthly burn: ~$20-25K
Cloud costs: ~20% of budget
500-1,000 test users
Monthly burn: ~$30-40K
Cloud costs: ~30% of budget
5,000-10,000 players
Monthly burn: ~$50-80K
Revenue beginning to offset costs
Total investment: $400K over 18 months supports a 2-person core team plus freelancers, with infrastructure costs scaling predictably as player base grows.
Word puzzles are stuck in a rut—endless remixes of spelling, trivia, and categorization. We believe semantic games that explore language networks can build critical thinking skills while creating sustainable businesses. By leveraging LiveOps and LLMs, we're jumpstarting a new genre that makes the richness of language accessible and engaging.
Building on our NSF-funded research (Award #2304423) in AI algorithms for prosocial gaming, we combine government grants, philanthropic support, and technology licensing revenue. This unique model empowers us to create real-world impact for underserved markets.
We fund games built on live-service architectures where modern LLMs aren't just features but the core game engine itself. Every player action requires real-time LLM inference - from word validation to difficulty adjustment to content generation. This architecture means player engagement directly drives infrastructure usage, creating sustainable unit economics where cloud compute becomes predictable COGS rather than a limiting factor.
A project of Idea Org, Inc.
501(c)(3) nonprofit organization
Cognitive Play Incubator is operated by IDEA
Learn about our organization →
Join our Fall 2025 cohort to build semantic games that advance literacy and critical thinking. Receive up to $400K in funding, technical mentorship, and the infrastructure needed to create sustainable gaming businesses.