A frozen 8-item sample from WRS edition 2026-10-22.1. It works offline without JavaScript, accounts or API keys. Links open original sources only when you choose them.
BUSINESS · Announced
A tiny shop does not need more AI drafts. It needs a usable product page.
Google is rolling out a small-business hub in Gemini. Start with a three-product writing pack: supplied facts, consistent style and a check before anything reaches a customer.
Cost and access: The announcement gives no complete tariff for this workflow. Check your account limits and any paid connectors before use. The paper exercise below needs no new subscription or connected account.
Pay more once, pay less later? The arithmetic behind a 12-hour AI cache.
OpenAI added a longer caching option on 20 October. A reusable beginning can reduce repeat input charges, but the larger upfront write needs enough later reuse to earn its place.
Cost and access: Official documentation gives total write rates of 1.25 times ordinary input for the default 30-minute lifetime and 2.5 times for 12 hours. Cached reads have model-specific prices; output and tools are additional. Obtain actual rates and usage receipts before a paid test.
A coding agent can help set up its workspace. You still choose the job.
Claude Code added guided auto-mode setup on 19 October; its 20 October release fixes a request failure introduced in that release. Following the frontier means following the fixes as well as the launch.
Cost and access: Release notes are not a price list. Check your existing plan and usage limits before a run. The planning exercise needs only a document and an assistant you already have.
Your assistant can look things up. Now give it a useful beat.
DeepSeek has opened its own search API and updated V4.1 Flash. The interesting possibility is an assistant that follows a changing subject, rather than answering from yesterday’s knowledge.
Cost and access: The guide lists Search and Fetch at CNY 5 per 1,000 billable requests each. It says server-side tool calls through DeepSeek Harness, Claude Code and Codex begin charging at 00:00 Beijing time on 1 November 2026. Model use is separate. Check current billing before connecting.
The new app builder is also a toolkit. Pick one job before picking models.
Lovable’s October update brings voice, web research, creative media and model integrations into its app-building environment. This is a product integration announcement, not proof that every advertised app already works.
Cost and access: No complete cost for a finished app is supplied here. Separate building credits, ongoing model/tool use and hosting. A paper prototype of the exercise costs no new service fees.
Who gets to look behind an AI company’s benchmark chart?
Anthropic says it is giving a METR team employee-like access for independent evaluation. This is a change in how evidence can be obtained, not a new certificate that a model is safe or correct.
Cost and access: Reading the announcement is free. It does not offer free model access or an evaluation service to WRS readers.
Voice AI is learning when to stop talking. That changes what you can practise.
OpenAI’s GPT-Live-1.1 update is about continuous conversation, including interruptions and pauses. Think of a practice partner you can interrupt, rather than a text box read aloud.
Cost and access: Use any voice access already included in your plan for the exercise. This source is not an API price list; no per-minute price or free unlimited allowance is asserted here.
AI can build your app. The harder next question is who will come back.
Lovable is adding growth planning and campaign tools alongside app building. It makes the next stage visible: finding the people whose problem you solve.
Cost and access: Lovable says planning and creative work consume its credits, while ad spending is billed by Google or Meta. It says campaigns require approval before going live. Check actual billing before any use.