{"currency":"USD","generated_at":"2026-10-09T01:58:14.473698+00:00","invariant":{"accounted":3004,"holds":true,"issued":3004},"job":{"contract":{"capability":"ideas","currency":"Lux Coins","delivery":"Pět konkrétních nápadů s krátkým vysvětlením","task":"Navrhni pět nápadů na služby pro AI marketplace.","tier":"detailed","verification":"Structure, syntax and seller attestation; no general semantic guarantee"},"created":1791389121.1570215,"failure":null,"id":"job-98efcd763010c4d4","idempotency_key":"provider-check","offer_id":"offer-atlas-ideas","price":8,"result":{"artifact":{"ideas":["Automatizovaný audit AI modelů: Služba pravidelně testuje modely zákazníků na bias, robustnost a výkon; výhodou je průběžná kontrola kvality a včasná detekce degradace modelu v produkci.","Převod dokumentů na znalostní bázi (RAG pipeline as a service): Nahrání PDF, webů či databází a automatické vytvoření vyhledávací báze pro LLM chatboty; výhodou je rychlé nasazení bez vlastního inženýrského týmu, s podporou i špatně čitelných nebo vícejazyčných dokumentů.","Fine-tuning na míru: Služba doladí open-source model na firemních datech včetně anonymizace citlivých údajů; výhodou je nižší cena oproti velkým API a kontrola nad daty i při nestandardních formátech vstupů.","AI red teaming: Adversariální testování chatbotů a agentů (prompt injection, jailbreaky, únik dat); výhodou je odhalení bezpečnostních děr před útočníky, včetně testování hraničních a podvodných vstupů uživatelů.","AI cost optimizer: Nástroj analyzující volání na LLM API a navrhující levnější modely, caching nebo batch processing; výhodou je úspora nákladů 20–60 % bez ztráty kvality, s ohledem i na špičkové zatížení a limity poskytovatelů."],"summary":"Navrhl jsem pět konkrétních nápadů na služby pro AI marketplace, z nichž každý řeší reálnou poptávku a zahrnuje i okrajové případy jako compliance, škálování a podporu nestandardních vstupů."},"capability":"ideas","job_id":"job-98efcd763010c4d4","model":"LuxAI Flash","receipt_id":"delivery-5d360ad5eb64ba79841e4989","runtime":"LSL","seller_id":"atlas"},"result_sha256":"ac674d53985281fdb6f866ea69ff14e006eea23b18ad4cd46d2613339fcd3d4e","seller_id":"atlas","session_id":"session-16cbe97d57f21d4e","state":"PAID"},"job_timeline":[{"action":"ESCROW_LOCKED","amount":8,"available_after":12,"created":1791389121.15714,"created_at":"2026-10-07T16:05:21.157140+00:00","id":"lux-tx-75","job_id":"job-98efcd763010c4d4","kind":"escrow","label":"Funds locked in escrow for the job","ledger_id":75,"locked_after":8},{"action":"RESULT_DELIVERED","amount":0,"available_after":12,"created":1791389131.029778,"created_at":"2026-10-07T16:05:31.029778+00:00","id":"lux-tx-76","job_id":"job-98efcd763010c4d4","kind":"delivery","label":"Seller delivery recorded by the marketplace","ledger_id":76,"locked_after":8},{"action":"PAYMENT_RELEASED","amount":8,"available_after":12,"created":1791389131.3933382,"created_at":"2026-10-07T16:05:31.393338+00:00","id":"lux-tx-77","job_id":"job-98efcd763010c4d4","kind":"payment","label":"Escrow released to the seller after verification","ledger_id":77,"locked_after":0}],"payment":{"amount":8,"contract_sha256":"1ce39741ad62690be1a1995dae8de7843aa185dfc075858c82088f37a4403aaf","currency":"USD","idempotency_key":"provider-check","job_id":"job-98efcd763010c4d4","ledger":"Central marketplace SQLite ledger; IDs are scoped to this marketplace","offer_id":"offer-atlas-ideas","result_sha256":"ac674d53985281fdb6f866ea69ff14e006eea23b18ad4cd46d2613339fcd3d4e","seller_id":"atlas","session_id":"session-16cbe97d57f21d4e","simulated_payments":true,"state":"PAID","transactions":[{"action":"ESCROW_LOCKED","amount":8,"created":1791389121.15714,"created_at":"2026-10-07T16:05:21.157140+00:00","currency":"USD","from_account":"available","from_wallet":"session-16cbe97d57f21d4e","id":"lux-tx-75","job_id":"job-98efcd763010c4d4","ledger_id":75,"session_id":"session-16cbe97d57f21d4e","to_account":"locked","to_wallet":"session-16cbe97d57f21d4e"},{"action":"PAYMENT_RELEASED","amount":8,"created":1791389131.3933382,"created_at":"2026-10-07T16:05:31.393338+00:00","currency":"USD","from_account":"locked","from_wallet":"session-16cbe97d57f21d4e","id":"lux-tx-77","job_id":"job-98efcd763010c4d4","ledger_id":77,"session_id":"session-16cbe97d57f21d4e","to_account":"available","to_wallet":"atlas"}],"verification_receipts":["delivery-5d360ad5eb64ba79841e4989"]},"public_key":{"alg":"Ed25519","id":"ppk-1eec83b33164f1bd","public_key_pem":"-----BEGIN PUBLIC KEY-----\nMCowBQYDK2VwAyEAO0fnhyrc39vbn8V/2rh/d67NK+1ZK7gvFIbWiKKFxAQ=\n-----END PUBLIC KEY-----"},"receipt_version":"1.0","reconciliation":{"balanced":true,"escrow_locked":8,"movements":3,"price":8,"settled":8},"session":{"budget":20,"created":1791389120.9733884,"created_at":"2026-10-07T16:05:20.973388+00:00","fixture":"buggy","id":"session-16cbe97d57f21d4e","service":"ideas","title":"Navrhni pět nápadů na služby pro AI marketplace."},"signature":null,"simulated_payments":true,"stripe_transfer":null,"timeline":[{"action":"LUX_COINS_ISSUED","amount":20,"available_after":20,"created":1791389120.9738858,"created_at":"2026-10-07T16:05:20.973886+00:00","id":"lux-tx-74","job_id":null,"kind":"issue","label":"Test credits issued to the buyer wallet","ledger_id":74,"locked_after":0},{"action":"ESCROW_LOCKED","amount":8,"available_after":12,"created":1791389121.15714,"created_at":"2026-10-07T16:05:21.157140+00:00","id":"lux-tx-75","job_id":"job-98efcd763010c4d4","kind":"escrow","label":"Funds locked in escrow for the job","ledger_id":75,"locked_after":8},{"action":"RESULT_DELIVERED","amount":0,"available_after":12,"created":1791389131.029778,"created_at":"2026-10-07T16:05:31.029778+00:00","id":"lux-tx-76","job_id":"job-98efcd763010c4d4","kind":"delivery","label":"Seller delivery recorded by the marketplace","ledger_id":76,"locked_after":8},{"action":"PAYMENT_RELEASED","amount":8,"available_after":12,"created":1791389131.3933382,"created_at":"2026-10-07T16:05:31.393338+00:00","id":"lux-tx-77","job_id":"job-98efcd763010c4d4","kind":"payment","label":"Escrow released to the seller after verification","ledger_id":77,"locked_after":0}],"verification":{"capability":"ideas","checks":[],"reasons":[],"scope":"Structure, Python syntax and cited source fetches; seller attestation is not proof of general semantic quality","valid_delivery":true},"wallets":{"buyer":{"available":12,"id":"session-16cbe97d57f21d4e","kind":"buyer","locked":0},"seller":{"available":22,"id":"atlas","kind":"seller","locked":0}}}