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Takashi Fujino

Future Stack Reviews cover graphic for a Tier C, document-first report on the Claude Fable 5 usage-credit error. Large type reads "July 17 error" in orange, a "not equal to" sign, and "July 20 rule" in teal, above the line "What the public record proves." Two illustrated cards on the right repeat the contrast: an orange card marked July 17 error with a warning symbol, and a teal card marked July 20 rule with a document and checkmark. A teal badge in the corner reads Tier C, document-first.

Claude Fable 5’s July 17 Usage-Credit Error: What the Record Proves

August 18, 2026August 13, 2026

Anthropic’s status page classifies the July 17 Fable 5 usage-credit requirement as erroneous. What the official record settles, and what it leaves to the subscriber.

Categories Stack Intel
AI token cost by language infographic comparing five vendors: English 5/5, Chinese 2/5, and Arabic 0/5.

AI Token Cost by Language: What Five Vendors Actually Publish

August 11, 2026

Vendors converge on a single rule of thumb for English. Beyond it, the published record fragments, and for Arabic there is nothing to check against. Nine pages from five vendors, read on one date and sorted by what each figure actually measures.

Categories Stack Intel
Future Stack Reviews Tier C cover graphic for 秘塔AI搜索, Metaso AI Search, outside China. It names four buyer gates: access, payment, output rights, and contract, with public listing confirmed and registration and business use unresolved.

Metaso AI Search for Buyers Outside China: Access, Payment, Output Rights, and Contract Gaps

August 10, 2026

Metaso is publicly distributed outside China. Registration, payment, commercial output rights, and its video model terms are not established.

Categories Reviews
Meta AI privacy controls across three routes: standard chat, Incognito, and Model API. Future Stack Reviews cover graphic.

Meta AI Has Three Privacy Routes. They Do Not Do the Same Job

August 9, 2026

Meta prices data use by model ID on the API, markets Incognito Chat
separately, and offers record management in ordinary chat. FSR audited one Japan web account to map what each route actually governs.

Categories Reviews
Future Stack Reviews title card reading Rust LLM Policy: What AI Contributors Must Change, for rust-lang/rust, marked document-first and not tested by FSR. An illustrated pull request panel carries the Rust logo and an ai-assisted label beside a reviewer card, with four fact chips: five teams, rust-lang/rust only, human disclosure, and reviewer required.

Rust’s LLM Policy: What AI-Assisted Contributors Must Change Before the Next Pull Request

August 7, 2026August 7, 2026

On August 5, 2026, five Rust teams ratified an LLM usage policy for the rust-lang/rust monorepo. It does not ban AI-assisted code. It adds reviewer, disclosure, authorship, and testing conditions that code quality alone does not satisfy. A document-first briefing on what changes before your next upstream pull request.

Categories Stack Intel
Future Stack Reviews cover graphic for a document-first Qwen3.8-Max briefing, headlined "What changed from Qwen3.7-Max?" and marked not tested by FSR. A model card lists a 1M context window, image, text and video input, and $2 and $6 per million tokens, above two checks: Token Plan is not the API, and region affects access.

What Can Qwen3.8-Max Do? Capabilities, Limits, and What the Documents Leave Open

August 4, 2026

Qwen3.8-Max takes image, text, and video input and publishes four separate ceilings, at $2 and $6 per million tokens. This Tier C, document-first briefing reads Alibaba’s own pages as of August 3, 2026, and names what they leave unresolved. FSR ran no hands-on test.

Categories Reviews
Title card for a Future Stack Reviews briefing on EU AI Act Article 50, subtitled The Law, the Code, and What a Buyer Can Verify, carrying a Tier C badge and three linked icons labeled Law, Code and Buyer Proof.

EU AI Act Article 50: The Law, the Code of Practice, and What a Buyer Can Verify

August 15, 2026July 31, 2026

Article 50 of the EU AI Act applies from 2 August 2026, with a narrower marking transition running to 2 December 2026. This Tier C briefing reads the Regulation, the Digital Omnibus and the Code of Practice, and sets out what a buyer can verify in a vendor’s own documents before signing.

Categories Stack Intel
Four-column comparison of the Kimi K3 access routes and the document that governs each: the official API under the Kimi OpenPlatform Terms, where content may be used for service improvement; Kimi Business under the Business Supplement, with no model training by default; a third-party host, where data and liability terms vary by vendor; and self-hosted weights under the Kimi K3 License, which grants broad rights subject to threshold conditions. A footer bar shows API pricing at $3 input and $15 output per million tokens, rate limits tied to cumulative top-up, and a document-first note reading no account, no testing.

Kimi K3 for Technical Buyers: Which Route You Take Changes What You Bought

July 29, 2026

Kimi K3 ships under a bespoke license, not Modified MIT. API, Business, third-party host and self-hosting each change the terms, the data default and the cost.

Categories Reviews
Diagram contrasting Fujitsu's claimed 475× PHOTON improvement with what the paper measures: throughput divided by per-sample KV-cache memory in K tokens per second per GiB, not output tokens per GPU resource. Also shown: SciQ falling from 81.50 to 69.30 at 1.2B, and no code, weights, API or release date.

Fujitsu PHOTON’s 475× Claim: What the Metric Actually Measures

July 26, 2026

Fujitsu’s 475× is a throughput-per-memory ratio from one 1.2B table cell, not a reported wall-clock speedup. What the paper measures, what it cost in benchmark quality, and which serving conditions it never discloses.

Categories Stack Intel
Claude Opus 5 review card reading no scored difference and not drop-in. A diagram shows Opus 4.8 and Opus 5 reaching the same verified result, while the API side is marked unequal with a warning.

Claude Opus 5 vs Opus 4.8: Six Runs, No Detected Difference, and a Migration That Still Needs Work

July 26, 2026July 26, 2026

Six runs, three per model, on one frozen task. Claude Opus 5 and Opus 4.8 matched on every scored field. What that tells buyers, and what it does not.

Categories Reviews
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Future Stack Reviews is published by 合同会社Future Stack in Japan. Edited by Takashi Fujino. © 2026 合同会社Future Stack.