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Explainer https://github.com/explainers-by-googlers/writing-assistance-apis/blob/main/README.md Specification https://webmachinelearning.github.io/writing-assistance-apis/#summarizer-api Summary A JavaScript API for producing summaries of input text, backed by an AI language model. Blink component Blink>AI>Summarization <https://issues.chromium.org/issues?q=customfield1222907:%22Blink%3EAI%3ESummarization%22> TAG review https://github.com/w3ctag/design-reviews/issues/991 TAG review status Pending Origin Trial Name Summarization API Chromium Trial Name AISummarizationAPI Origin Trial documentation link https://developer.chrome.com/docs/ai/summarizer-api WebFeature UseCounter name kSummarizer_Summarize Risks Interoperability and Compatibility This feature has definite interoperability and compatibility risks, due to the likelihood that different implementations will use different language models, prompts, and fine-tunings, and even within a single implementation such as Chrome, these pieces will likely change over time. Additionally, not all browsers and operating systems will have a built-in language model to expose, and not all devices will be powerful enough to run one effectively. We are taking a variety of steps to attempt to mitigate these risks. For example, the specification is designed to allow the API to be backed by a cloud-based language model. This approach could extend the functionality to a wider range of devices and users. The API is designed to abstract away the specifics of the underlying language model, including prompts and fine-tuning. This prevents developers from relying on specific outputs, ensuring they receive a generalized summary rather than structured data that might vary across implementations. Finally, the API surface is designed with many clear points of failure, that encourage the developer to probe for capabilities ahead of time and fall back to other techniques if a capability is not available. Nevertheless, interoperability and compatibility risk remains high for these sorts of APIs, and we'll be closely monitoring it during the experimentation period. Gecko: Defer (https://github.com/mozilla/standards-positions/issues/1067) WebKit: No signal (https://github.com/WebKit/standards-positions/issues/393) Web developers: Mixed signals (https://github.com/WICG/proposals/issues/163) Prototyping with partners behind a flag revealed enthusiasm and many prototypes built, from which we drew the discussion of potential use cases [1]. Feedback on the WICG thread was more mixed. Some themes we saw include: asking for more capabilities (e.g. full prompting of a language model instead of higher-level APIs (our response at [2]); multi-modal support); desire to make sure the API actually works robustly in many real-world use cases; removal of any safety/ethical safeguards; and confusion about client-side vs. cloud APIs. [1]: https://github.com/WICG/writing-assistance-apis/blob/main/README.md#summarizer-api [2]: https://github.com/WICG/writing-assistance-apis/blob/main/README.md#directly-exposing-a-prompt-api Other signals: Activation This feature would definitely benefit from having polyfills, backed by any of: cloud services, lazily-loaded client-side models using WebGPU, or the web developer's own server. We anticipate seeing an ecosystem of such polyfills grow as more developers experiment with this API. WebView application risks Does this intent deprecate or change behavior of existing APIs, such that it has potentially high risk for Android WebView-based applications? None Goals for experimentation We're most interested in feedback on whether the summarization quality we can provide is useful to sites, and whether the options we've defined for controlling the summarization are useful. Additionally, we want to learn about the impact of the current API's limitations, e.g. maximum input length, to determine where we should spend our best effort lifting those limits. The origin trial will be limited to English-language input to start. We are hoping to add support for more languages over time. Learning how much of a limitation this is, and which languages ought to be prioritized, will also be helpful. Finally, we're also interested in feedback about the API shape and ease of use. Reason this experiment is being extended Since the start of Origin Trial we've incorporated developer feedback and have iterated on API shape, making several breaking changes. We would like to continue experimenting and collect feedback on the new shape before launch. Progress since the original intent includes: - Spec: Spec <https://webmachinelearning.github.io/writing-assistance-apis/#summarizer-api> is now complete - TAG review: Still pending <https://github.com/w3ctag/design-reviews/issues/991> - Signals requests: Firefox has updated to defer <https://github.com/mozilla/standards-positions/issues/1067> - Outreach for feedback from spec community: This API has been discussed at Web ML Community Group meetings. - WPT tests: We’ve added some basic WPT tests <https://source.chromium.org/chromium/chromium/src/+/main:third_party/blink/web_tests/external/wpt/ai/summarizer/> API interface updates made since original intent: - Removed the “ai” namespace <https://github.com/webmachinelearning/writing-assistance-apis/issues/9> - Updating model availability values <https://github.com/webmachinelearning/writing-assistance-apis/issues/29> - Updating interface for availability testing and expected language options <https://github.com/webmachinelearning/writing-assistance-apis/pull/22> - Adding permissions policies & removing worker support <https://github.com/webmachinelearning/writing-assistance-apis/pull/46> - Updating values for model download progress <https://github.com/webmachinelearning/writing-assistance-apis/pull/30> Ongoing technical constraints None. Debuggability It is possible that giving DevTools more insight into the nondeterministic states of the model, e.g. random seeds, could help with debugging. See related discussion at https://github.com/explainers-by-googlers/prompt-api/issues/9. Will this feature be supported on all six Blink platforms (Windows, Mac, Linux, ChromeOS, Android, and Android WebView)? No Not all platforms will come with a language model. In particular, in the initial stages we are focusing on Windows, Mac, and Linux. Is this feature fully tested by web-platform-tests <https://chromium.googlesource.com/chromium/src/+/main/docs/testing/web_platform_tests.md> ? No We have added some web platform test coverage for this feature ( https://wpt.fyi/results/ai/summarizer?label=experimental&label=master&aligned), and plan to expand coverage of the API surface over the course of the Origin Trial. How much we are able to test beyond the surface API is unclear, given the nondeterministic nature of the output. The explainer discusses this in https://github.com/WICG/writing-assistance-apis/blob/main/README.md#specifications-and-tests . Flag name on about://flags summarization-api-for-gemini-nano Finch feature name EnableAISummarizationAPI Requires code in //chrome? True Tracking bug https://issues.chromium.org/issues/351744634 Estimated milestones Origin trial desktop first 131 Origin trial desktop last 136 Origin trial extension 1 end milestone 139 DevTrial on desktop 129 Link to entry on the Chrome Platform Status https://chromestatus.com/feature/5193953788559360 Links to previous Intent discussions Intent to Prototype: https://groups.google.com/a/chromium.org/d/msgid/blink-dev/CAM0wra8iMt24s_jP9Ng9_RKU3cH4wFywAt00kitJCeMJ3CaUAw%40mail.gmail.com Intent to Experiment: https://groups.google.com/a/chromium.org/d/msgid/blink-dev/CAM0wra8d6bZo%2B9-8Rum0N%3D4oFpwVfquqAzRC7mu1GTyVeDWw5A%40mail.gmail.com -- You received this message because you are subscribed to the Google Groups "blink-dev" group. To unsubscribe from this group and stop receiving emails from it, send an email to blink-dev+unsubscr...@chromium.org. 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