On 13 November 2026 Google said monthly Developer Program Cloud credits can be claimed inside Google AI Studio. Only the primary Google AI Pro or Ultra subscriber can use them, and Gemini API Cloud billing requires a US$5 minimum prepayment and balance. Monthly amounts by plan are not listed.
On 13 November 2026 Microsoft published a plan to move the on-device language model from Phi Silica to Aion Instruct. Official figures: Aion Instruct 2.3B parameters and a 32K-token input limit; Phi Silica 3.8B and 3.5K tokens. Insider Preview is planned from 20 November 2026; retail is targeted for late January 2027.
On 13 November 2026 OpenAI announced ChatGPT Wallet, which lets dots complete a purchase after the user approves it. The first release is limited to US ChatGPT Pro subscribers aged 18 or older with an eligible US-issued card. Approval alone does not confirm a merchant order.
Five original text exercises: coupon order, cross-zone dates, caption reading rates, image alt text and quotations versus paraphrases. Fictional fixtures and human checks, not tested results. Includes official Gemini web eligibility and limits for Hong Kong, Macau and Taiwan.
Supply synthetic install and return events to compare retention with explicit denominators, observation windows and missing-data checks.
Give a text AI acceptance criteria and synthetic run logs to draft a test-coverage matrix with device scope for human review. This is a drafting exercise; the source used Devin.
Using Claude where available: Supply fictional players, rooms and event logs to draft checks for delayed messages, duplicate subscriptions and cross-room delivery.
Give a text AI a simplified state machine and event sequence to draft a minimal reproduction fixture and state table for human review. This is a drafting exercise; the source used Claude Code.
Give a text AI fictional characters and synthetic matchup results to draft a scenario comparison retaining sample sizes for human review. This is a drafting exercise; the source used Claude Code.
Using Claude where available: Supply completion rules, synthetic state logs and the agent’s claim to separate completion, progress and unverified outcomes.
Give a text AI authorized method excerpts and target specifications to draft a table of applicable, adapted and unknown conditions for human review. This is a drafting exercise; the source used Claude Code.
Text exercise: Provide your own or fictional transcript, note fields and purpose. Draft notes with source positions and rewrites needing the author's approval.
Provide synthetic post summaries, sampling dates and methods, and the intended audience. List story candidates with duplicates, missing perspectives and claims needing original sources.
Define what you want to learn and have AI wait for your attempt before giving partial hints and feedback.
Provide a fictional route, departure window, stop requirements and map data. List candidate stops, source dates and alternatives, preserving unknown opening status.
Using Claude where available: Supply fictional segments, ticket groups and terms to list each supplier, responsibility and open question.
Give a text AI synthetic client notes and fictional quotes to draft an occupancy, room-count and recheck table for human review. This is a drafting exercise; the source used Codex.
Text exercise: Provide synthetic dealer aliases, vehicle and thread IDs, quote versions and pending questions. Draft a routing checklist and ask about ambiguous recipients.
Treat the confirmed current list as authoritative; flag extras, gaps and substitutions needing approval.
Supply owned recipes, target yields and fictional stock to scale and combine ingredients while flagging incompatible units and remaining quantities.
Supply fictional equipment specifications, space and sample costs to draft upfront, recurring and maintenance requirements with unknowns clearly marked.
Use fictional adult preferences, exclusions and budget to draft gift ideas with reasons and a separate list of purchase details needing approval.
Provide a fictional recipe purpose, ingredient needs and product descriptions or package samples. Compare ingredients, kits and ready-made products, retaining unknown quantities and specifications.
Using Claude where available: Supply synthetic flight-search and access logs to list completed research, blocked steps and pending human actions.
Provide synthetic clothing specifications, sizing systems, product options and a cart sample. List matches, differences and missing details.
Build a claim-to-event ledger from fictional development records, checking reversals, drafts and work still in progress.
Turn a fictional transcript into traceable requirements, preserving corrections and unresolved conflicts before asking focused questions.
Audit fictional turns for retries, accepted events and stale checkpoints, producing a state table without connecting to a game.