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.
Create a stop-reason table from fictional observations, checking for stale state, unknown positions and missing units.
Separate post counts from author counts in fictional comments, preserving counterexamples and later resolutions instead of generalizing from a small sample.
Use fictional stock and replacement packs to check whole-pack rounding, totals and unapproved substitutions.
Compare fictional originals and converted text for changed negation, version conditions and defaults.
Check beat-to-second conversion with a fictional arrangement, separating arithmetic duration, audio tails and unheard quality.
Use fictional rules and timestamps to check overnight intervals and the precedence of a manual override.
Compare fixed-dead and wrapping boundaries on a fictional grid, preserving neighbour counts and synchronous updates.
Use Gemini web text chat to turn comparable quotes into a value-per-point table; flag missing FX or change terms rather than forcing a cheapest option. Prompts are untested; results require human review.
Use Gemini web to map draft sentences to approved notes and flag changes after permission is withdrawn. Anonymization is not automatic permission. Prompts are untested; results require human review.
Use Gemini web to reconcile fictional receipts, duplicate scans and refunds with source IDs, producing net totals and unresolved records, not tax deductions. Prompts are untested; results require human review.
Use Gemini web text tables to catch image mismatches, missing images and duplicate IDs after cards are sorted. No images are generated or uploaded. Prompts are untested; results require human review.
Use Gemini web to check screenshot-to-test-viewport coordinates with formulas and bounds. This is a paper exercise, not control of a real website. Prompts are untested; results require human review.
Compare two discount orders from supplied terms without assuming offers can be combined. Officially documented feature · Workflow untested
Convert deadlines with explicit UTC offsets and flag missing timezone details. Officially documented feature · Workflow untested
Calculate reading rates from caption text and timestamps for human retiming. Officially documented feature · Workflow untested
Draft alt text from a supplied image description and page purpose without inventing identity or emotion. Officially documented feature · Workflow untested
Compare short summaries with authorized source text so paraphrases are not presented as direct quotes. Officially documented feature · Workflow untested