Next Before Next Manga Research
FocusedLesser-known manga, each with why it was picked
Experiments in the Lab
A lab for the AI era. Explore current experiments, concepts, and past projects through their activity status and records.
Focused
Sourced History of Western Painting
FocusedWestern painting by artist or era, with sources
Security Checks from Real Incidents
FocusedReal breaches as a checklist
Gamification Catalog of Conversion Ideas
FocusedSign-up ideas as live demos
Live
Work Decisions Through the Classics
LiveSun Tzu and Confucius at work
Tool Comparisons on Fixed Criteria
LiveTorn between tools? See scores on fixed criteria
Growth1Tag: Speed and Drop-Off Check with One Tag
LiveCheck site speed and form drop-off with one tag
Jev Village: Watch 30 AI Villagers
LiveWatch 30 AI villagers live; whisper once a day
PullCard: GitHub Activity Trading Cards
LiveTurn your GitHub activity into a trading card
nandarona: Character Assets with Licenses
LiveCharacters for games, video, or AI, with licenses
AI-Gathered Pokémon Card Prices and Lotteries
LivePokémon card prices, AI-gathered, human-checked
Running slowly
momentworks: Sauna Hats and Outdoor Products
Running slowlySauna hats and outdoor products
QU-WS: Virtual-World Aesthetics in Practical Clothing
Running slowlyVirtual-world aesthetics in practical clothing
Running privately
Hyperliquid Trading Bot
Running privatelyAn automated trading bot on Hyperliquid
AI Sociology Commentary on Fictional Worlds
Running privatelyAI-assisted writing that reads fictional worlds through sociology
Automated Short Videos and Articles on 41 Topics
Running privatelyRunning a 41-topic media operation from research to posting
Ended
Records of finished experiments. These are not current-service recommendations.
Rootpublish: Check AI Answers on Pricing and Terms
EndedChecked AI answers on pricing against official pages (ended)
Financial DD Tool for Small M&A
EndedFinancial DD tool for small M&A (discontinued)
gocha3: A Web3 Playground
EndedDescribed on the old site as a web3 playground (ended)
idola: Quote Images and a Quote Collection
EndedTurned quotations into shareable images and a collection (ended)
speeds: A Tool for Learning Spreadsheet Functions
EndedLearn spreadsheet functions by writing them (ended)
QuArtZ: An On-Chain Magic Spell Project
EndedA project about a magic spell on-chain (ended)
peroperoperolins: An NFT Project
EndedAn NFT project with a contract repository (ended)
studeploy: Study Tweets as a Heatmap Image
EndedTurned study tweets into a GitHub-style activity image (ended)
mi-fu: Food Pairing Through Umami Science
EndedFood pairing from umami science and ingredient analysis (ended)
posten15: Spoken Notes into Social Post Drafts
EndedDrafts for several social platforms from voice or text (ended)
What AI handles, and what a person decides
Only the experiments that hand real work to AI are listed here. Figures are on each record.
- Sourced History of Western Painting
- What AI handles
- Opens the source pages, extracts facts and a short quotation, and assigns a confidence grade. Also builds the site and checks it for broken links, layout problems, CSP errors and mobile display.
- What a person decides
- Sets the rule to publish primary information only and to add nothing that cannot be confirmed, and decides the site name and whether to publish. Publishing waits until the screens have been seen.
- Tool Comparisons on Fixed Criteria
- What AI handles
- Scores each product on fixed axes and writes the comparison article.
- What a person decides
- The axes, the scoring method, and the list of products allowed in, all set beforehand. Articles with products outside the list are not published.
- Jev Village: Watch 30 AI Villagers
- What AI handles
- Picks a villager’s next action on the spot, with odds (the Jev model). About once an hour, sets the village’s goals and rules and adds or removes villagers’ traits after looking back on events (the Claude council).
- What a person decides
- Which actions are on offer and what the AI is told, fixed in code. Steal and attack are available only under hunger, a grudge, or a rumor, and each ration level is passed with words like “enough” or “not enough”.
- AI-Gathered Pokémon Card Prices and Lotteries
- What AI handles
- Collects prices, lotteries, and preorders from public sources.
- What a person decides
- Checking the official source before anything is published.
- Hyperliquid Trading Bot
- What AI handles
- Only the inference where a mistake costs little.
- What a person decides
- Trade execution, which stays in deterministic code rather than AI inference.
- Automated Short Videos and Articles on 41 Topics
- What AI handles
- Researches 41 topics and drafts short videos, articles, and posts every day.
- What a person decides
- Only the judgment calls. The test is whether 41 topics can run that way.
Questions
What work has sakimyto handed to AI across these experiments?
Across the ledger, AI collects Pokémon TCG prices, lotteries, and preorders from public sources, researches 41 topics and drafts short videos, articles, and posts, scores products and writes comparison articles, and both picks the next action for 30 AI villagers and revisits the village rules and their traits.
Once AI takes over, what does a person still decide?
Checking official sources before publishing, which products and scoring axes are allowed, which actions the AI may choose from and what it is told, and the logic that executes trades. Each is fixed in advance as a list, as code, or as a review step.
Has handing work to AI ever gone wrong?
Yes. In Jev Village, leaving each villager's choice to the AI made 73% of all actions steal, and the village starved in about 110 ticks. Limiting in code when steal and attack are allowed cut steal to 5%. The AI that sets the village rules was never told how many meals a day are enough, so 16 villagers starved over two winters with food still in the granary. In the comparison articles, generated text included product codes that do not exist, so every product is now checked against an approved list before publishing.
How can a company find out which of its work AI could take over?
Through the free check "curumi AI Okikae-kun": a 30-minute session in Japanese, followed by a one-page report on the top five tasks to hand over and the hours they could save.