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.
Using Codex CLI where available: Supply authorized code and approved rules to generate test inputs and record reproducible failures.
Use Codex with a Rocq test project and proof obligation to prepare a minimal proof repair and checker logs through the test workflow below, then review it. Matching tools and permissions are required.
Draft website design requirements first — Use only shareable or fictional text supplied in this chat. Do not browse, upload, connect accounts or execute actions. Return a draft for human review and mark missing information unknown.
Use Codex with tempo, instruments and section requirements to prepare editable track and MIDI drafts through the test workflow below, then review it. Matching tools and permissions are required.
Use Codex with fictional inventory and authorized recipes to prepare a testable recipe-filter prototype through the test workflow below, then review it. Matching tools and permissions are required.
Use Replit Agent with fictional transactions and currency rules to prepare a ledger prototype and known-answer tests through the test workflow below, then review it. Matching tools and permissions are required.
Give a text AI tender requirements and a response draft to draft a requirements-and-gaps table with page references for human review. This is a drafting exercise; the source used Replit Agent.
Use Claude Code with previously captured waveform and simulation exports to prepare a difference report with units and conditions through the test workflow below, then review it. Matching tools and permissions are required.
Keep supplied facts and references while separating private cues from slide text; check screen sharing first.
Use an authorized transcript and its existing timestamps to draft a topic index and Q&A, preserving unanswered questions.
Use Claude Code with a small test project and interface contracts to prepare a work plan, isolated changes and integration log through the test workflow below, then review it. Matching tools and permissions are required.
Text exercise: Provide test companies, public information and product-fit criteria. List dated evidence, matches and unknowns, then draft factual outreach.
Original, untested text-only exercise by this site; it does not reproduce source devices, agents or integrations. Compare ideas in permitted excerpts.
Original, untested text-only exercise by this site; it does not reproduce source devices, agents or integrations. Compare supplied travel options in text.
Give a text AI paper abstracts, IDs and screening criteria to draft a deduplicated reading-candidate log for human review. This is a drafting exercise; the source used Codex.
Compare supplied quotes while separating volume, count, member prices and bundle conditions; unknown fees are not zero.
Review event times and zones, save the iCalendar draft as .ics, then manually inspect an import in a test calendar.
Compare supplied plant-care references — Use only shareable or fictional text supplied in this chat. Do not browse, upload, connect accounts or execute actions. Return a draft for human review and mark missing information unknown.
Provide the brand or event, area and planned visit date. Check organizer and venue notices, distinguishing permanent stores, ended events and unverified information.
Provide a location, date, budget and food preferences. Read the correct branch's official pages and note menu evidence, opening information and check times.
Use an authorized caption copy, preserve provenance and timestamps, check it against playback and manually save a traceable text file.
Supply travel options, time zones, buffers and scoped calendar and message excerpts. Produce a conflict list with supporting text and questions to resolve.
Supply the test site, mockup version, viewport size and page states. Use a page-viewing tool to compare them, then list differences, visual evidence and unobservable areas.
Supply fictional rows and form fields, review the mapped values, then explicitly approve Work test-page prefill for field-by-field checking without submission.