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 an authorized unencrypted document copy and search problem to plan format, extraction and text-order checks without altering the original.
Draft checks for grouping, joins, missing values and duplicates using small fictional inputs and human-known answers.
Give a text AI a draft, bibliography and target format to draft a before-and-after citation checklist for human review. This is a drafting exercise; the source used Cursor.
Supply screenshot and viewport sizes for your test page to draft coordinate-conversion checks and known-button tests, not live-site actions.
Using Claude where available: Supply a game’s starting state, rules and goals to design a comparison or analyze existing logs.
Text exercise: Supply product snapshots, model names, region, currency and thresholds. Separate prices, shipping, taxes and promotion conditions.
Provide arrival and departure times, time zones and parking-plan details. Mark matches, conflicts and missing information in a checklist.
Text exercise: Provide de-identified feedback, existing preferences and current trip constraints. List conflicts, contexts and suggestions for confirmation.
Text exercise: Provide fictional bookings, resources and booking rules. Draft the field mapping and state tests between chat and the system.
Using Claude where available: Supply quotes for the same route, dates and cabin to separate cash, points, fees and change conditions.
Text exercise: Provide an authorized voice transcript, current date and time zone. Separate explicit requests, assumptions and missing information.
Draft a print-test matrix in Claude, then use an already configured Windows 11 printer manually to fill in real paper results.
Use Claude Code with authorized code, test vectors and failure logs to prepare a cause-hypothesis and repair-review table through the test workflow below, then review it. Matching tools and permissions are required.
Using Claude where available: Supply simulated memory, network and message limits to draft disconnection, restart and data-retention checks.
Supply empty simulated scenes or approved test images to draft obstacle, uncertainty and human-takeover checks without operating hardware.
Supply an authorized media inventory to propose title, episode, language and edition corrections without treating matching names as duplicates.
Use fictional form fields and data to identify gaps, format ambiguities and competing mappings.
Using Claude where available: Supply approved experience facts and a job description to get a resume draft, change list and evidence gaps.
Supply an approved de-identified transcript or mock screens. Draft steps and verification evidence for the stated task, marking unfamiliar interfaces as questions for an expert.
Text exercise: Provide a process diagram, field rules and fictional data. Draft ownership, duplicate handling, retries and human exception handling.
Text exercise: Provide current and prior snapshots, a reporting period and status definitions. Draft an evidence-linked progress report.
Give a text AI a redacted transcript and ticket fields to draft a feature-ticket draft retaining open questions for human review. This is a drafting exercise; the source used Codex.
Supply extension source and target browser versions to draft API, storage and permission differences with synthetic-data tests and recovery steps.
Original, untested text-only exercise by this site; it does not reproduce source devices, agents or integrations. Plan a port from interface contracts.