Is it worth removing the OT 
from https://developer.chrome.com/origintrials/#/trials/active until it's 
reenabled?

I applied for a token last night for one of my projects, and has been 
debugging why it's not working since - couldn't figure out why Chrome is 
reporting "ValidTokenNotProvided" / "UnknownTrial" when I've literally just 
applied for it and it's definitely in the list 😅

Glad I found this thread, but might be similarly confusing to other users.

пʼятниця, 27 березня 2026 р. о 16:55:40 UTC Phillis Tang пише:

> Due to more release blocking issues reported, we decided to disable the 
> Original Trial. We will update here once we have a new target milestone to 
> re-enable the Origin Trial.
>
> On Wednesday, March 11, 2026 at 2:41:45 PM UTC-7 Alex Russell wrote:
>
>> Thanks for letting us know. Excited to see this becoming available!
>>
>> Best,
>>
>> Alex
>>
>> On Tue, Mar 10, 2026 at 11:23 AM Reilly Grant <[email protected]> 
>> wrote:
>>
> We've re-enabled the WebNN Origin Trial in M-147 which just branched 
>>> today. Given the delay the Origin Trial will now run from M-147 to M-149. 
>>> We will keep this feature disabled for now on Android.
>>> Reilly Grant | Software Engineer | [email protected] | Google Chrome 
>>> <https://www.google.com/chrome>
>>>
>>>
>>> On Tue, Feb 24, 2026 at 1:48 PM Reilly Grant <[email protected]> 
>>> wrote:
>>>
>> Due to additional release-blocking issues reported after M-146 was 
>>>> released to beta-channel (giving us limited time to address them) we've 
>>>> decided to delay the Origin Trial again and will provide an update here 
>>>> when we have a new starting milestone.
>>>> Reilly Grant | Software Engineer | [email protected] | Google Chrome 
>>>> <https://www.google.com/chrome>
>>>>
>>>>
>>>> On Fri, Feb 13, 2026 at 1:34 PM Reilly Grant <[email protected]> 
>>>> wrote:
>>>>
>>> We've decided to exclude Android from the Origin Trial due to the 
>>>>> implementation's immaturity on that platform. Since only CPU inference is 
>>>>> supported on Android (GPU and NPU inference support is planned but 
>>>>> incomplete) this won't affect our experimentation goals very much.
>>>>> Reilly Grant | Software Engineer | [email protected] | Google Chrome 
>>>>> <https://www.google.com/chrome>
>>>>>
>>>>>
>>>>> On Thu, Feb 5, 2026 at 9:21 AM Reilly Grant <[email protected]> 
>>>>> wrote:
>>>>>
>>>> The Origin Trial will start in M-146 and run through M-148. Developers 
>>>>>> can sign up for trial keys:
>>>>>>
>>>>>>    - Chrome: 
>>>>>>    
>>>>>> https://developer.chrome.com/origintrials/#/view_trial/2250110963824984065
>>>>>>    - Edge: 
>>>>>>    
>>>>>> https://developer.microsoft.com/en-us/microsoft-edge/origin-trials/trials/19857284-cf52-484b-8b09-8ca50ac9dccb
>>>>>>
>>>>>> Reilly Grant | Software Engineer | [email protected] | Google 
>>>>>> Chrome <https://www.google.com/chrome>
>>>>>>
>>>>>>
>>>>>> On Mon, Jan 5, 2026 at 7:29 PM Reilly Grant <[email protected]> 
>>>>>> wrote:
>>>>>>
>>>>> Due to release-blocking issues, we are delaying the start of the 
>>>>>>> Origin Trial by at least a release. I will update this thread when we 
>>>>>>> have 
>>>>>>> a new starting milestone.
>>>>>>> Reilly Grant | Software Engineer | [email protected] | Google 
>>>>>>> Chrome <https://www.google.com/chrome>
>>>>>>>
>>>>>>>
>>>>>>> On Fri, Dec 19, 2025 at 1:09 PM Rick Byers <[email protected]> 
>>>>>>> wrote:
>>>>>>>
>>>>>> Glad to see this in OT, hope to see some cool things in the wild 
>>>>>>>> soon! LGTM to experiment 145-147 inclusive. 
>>>>>>>>
>>>>>>>> On Fri, Dec 19, 2025 at 2:52 PM Reilly Grant <[email protected]> 
>>>>>>>> wrote:
>>>>>>>>
>>>>>>> On Friday, December 19, 2025 at 11:50:19 AM UTC-8 Chromestatus wrote:
>>>>>>>>>
>>>>>>>>> *Contact emails*
>>>>>>>>> [email protected], [email protected], [email protected], 
>>>>>>>>> [email protected]
>>>>>>>>>
>>>>>>>>> *Explainer*
>>>>>>>>> https://github.com/webmachinelearning/webnn/blob/main/explainer.md
>>>>>>>>>
>>>>>>>>> *Specification*
>>>>>>>>> https://webmachinelearning.github.io/webnn 
>>>>>>>>>
>>>>>>>>> *Design docs*
>>>>>>>>>
>>>>>>>>> https://docs.google.com/document/d/1kIc5NO1PU1DbGHKOsnan-
>>>>>>>>> tEhV01L6_K3OLA5g0o4Ts4/edit?resourcekey=0-ltUDiDZqxKgARhtNqsGJeg
>>>>>>>>>
>>>>>>>>> *Summary*
>>>>>>>>> WebNN seeks to enable web applications and frameworks to take 
>>>>>>>>> advantage of native operating system services for machine learning 
>>>>>>>>> and the 
>>>>>>>>> underlying hardware capabilities available on a user's computer to 
>>>>>>>>> implement consistent, efficient, and reliable ML experiences on the 
>>>>>>>>> web. 
>>>>>>>>>
>>>>>>>>> *Blink component*
>>>>>>>>> Blink>WebML 
>>>>>>>>> <https://issues.chromium.org/issues?q=customfield1222907:%22Blink%3EWebML%22>
>>>>>>>>>
>>>>>>>>> *Web Feature ID*
>>>>>>>>> webnn <https://webstatus.dev/features/webnn> 
>>>>>>>>>
>>>>>>>>> *TAG review*
>>>>>>>>> https://github.com/w3ctag/design-reviews/issues/933 
>>>>>>>>>
>>>>>>>>> *TAG review status*
>>>>>>>>> Issues addressed
>>>>>>>>>
>>>>>>>>> *Origin Trial documentation link*
>>>>>>>>> https://webnn.io/en/learn/get-started/quickstart 
>>>>>>>>>
>>>>>>>>> *Risks*
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> *Interoperability and Compatibility*
>>>>>>>>> Aside from the risk that other browsers do not implement (which is 
>>>>>>>>> trending towards unlikely given that Edge is planning to ship 
>>>>>>>>> alongside 
>>>>>>>>> Chrome and Firefox is planning to implement) the primary 
>>>>>>>>> interoperability 
>>>>>>>>> risk is that a WebNN implementation needs to abstract over the ML 
>>>>>>>>> acceleration capabilities of the underlying platform and hardware. 
>>>>>>>>> The 
>>>>>>>>> specification mitigates this risk by defining a set of ML operations 
>>>>>>>>> which 
>>>>>>>>> must be supported and provides a feature detection mechanism for 
>>>>>>>>> discovering additional operations that may be optionally supported. 
>>>>>>>>> This 
>>>>>>>>> allows developers to write broadly interoperable code by using only 
>>>>>>>>> the 
>>>>>>>>> required operations or design their applications to adapt to 
>>>>>>>>> additional 
>>>>>>>>> capabilities at runtime. 
>>>>>>>>>
>>>>>>>>> *Gecko*: Positive (https://github.com/mozilla/standards-positions/
>>>>>>>>> issues/1215#issuecomment-3520278819)
>>>>>>>>>
>>>>>>>>> *WebKit*: No signal (https://github.com/
>>>>>>>>> WebKit/standards-positions/issues/486) Apple is participating in 
>>>>>>>>> the WebML WG but has made no public statements about implementation.
>>>>>>>>>
>>>>>>>>> *Web developers*: Positive Microsoft's ONNX runtime includes an 
>>>>>>>>> execution provider for WebNN (https://onnxruntime.ai/docs/
>>>>>>>>> tutorials/web/ep-webnn.html). Google's LiteRT.js framework has 
>>>>>>>>> announced that they are working on WebNN support (
>>>>>>>>> https://youtu.be/HAjotVloAvI?t=219).
>>>>>>>>>
>>>>>>>>> *Other signals*: The WebNN implementation in Chromium is a 
>>>>>>>>> collaboration between Google, Intel, and Microsoft. Edge will be 
>>>>>>>>> launching 
>>>>>>>>> WebNN at the same time as Chrome.
>>>>>>>>>
>>>>>>>>> *Ergonomics*
>>>>>>>>> For some use cases, particularly real-time ML processing of video, 
>>>>>>>>> integration between WebNN and WebGPU is required. Support for this 
>>>>>>>>> has been 
>>>>>>>>> prototyped on some platforms as an `exportToGPU()` method that takes 
>>>>>>>>> an 
>>>>>>>>> `MLTensor` and makes it available as a `GPUBuffer` but this is not 
>>>>>>>>> yet 
>>>>>>>>> available on all platforms.
>>>>>>>>>
>>>>>>>>> *Activation*
>>>>>>>>> Most developers don't write JavaScript or WebGPU shader code to 
>>>>>>>>> execute their ML models by hand. Instead frameworks such as 
>>>>>>>>> LiteRT.js, ONNX 
>>>>>>>>> Runtime Web, WebLLM or Transformers.js are used. Support for WebNN in 
>>>>>>>>> these 
>>>>>>>>> frameworks (already starting to appear) will be a large factor in the 
>>>>>>>>> adoption of this API.
>>>>>>>>>
>>>>>>>>> *Security*
>>>>>>>>> The primary security risk is exposing the underlying platform 
>>>>>>>>> frameworks to potentially malicious content. This is mitigated 
>>>>>>>>> through 
>>>>>>>>> sandboxing of the GPU process and fuzz testing. The risks are similar 
>>>>>>>>> to 
>>>>>>>>> WebGPU, though the expressiveness of WebNN is lower than WGSL.
>>>>>>>>>
>>>>>>>>> *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? 
>>>>>>>>> This is a new API. 
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> *Goals for experimentation*
>>>>>>>>> *No information provided*
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> Due to GoogleChrome/chromium-dashboard#4155 
>>>>>>>>> <https://github.com/GoogleChrome/chromium-dashboard/issues/4155> 
>>>>>>>>> this wasn't filled in. It should read:
>>>>>>>>>
>>>>>>>>> The goal of this experiment is to understand how well real-world 
>>>>>>>>> models abstract to the operations supported by WebNN and how well 
>>>>>>>>> WebNN can 
>>>>>>>>> map these operations to those supported by the hardware of real-world 
>>>>>>>>> users.
>>>>>>>>>  
>>>>>>>>>
>>>>>>>>> *Ongoing technical constraints*
>>>>>>>>> WebNN can currently execute models on CPU across all platforms but 
>>>>>>>>> support for GPU and NPU execution is more limited. This will expand 
>>>>>>>>> as 
>>>>>>>>> development continues.
>>>>>>>>>
>>>>>>>>> *Debuggability*
>>>>>>>>> There is currently no special DevTools support for this API beyond 
>>>>>>>>> regular JavaScript debugging. A feature we have considered (and 
>>>>>>>>> prototyped 
>>>>>>>>> via an internal extension and the --webnn-coreml-dump-model, 
>>>>>>>>> --webnn-ort-dump-model, and --webnn-tflite-dump-model browser flags) 
>>>>>>>>> is 
>>>>>>>>> inspecting graphs constructed by a site and exporting them in the 
>>>>>>>>> underlying platform format so that they can be inspected with other 
>>>>>>>>> tools. 
>>>>>>>>>
>>>>>>>>> *Will this feature be supported on all six Blink platforms 
>>>>>>>>> (Windows, Mac, Linux, ChromeOS, Android, and Android WebView)?*
>>>>>>>>> Yes
>>>>>>>>>
>>>>>>>>> *Is this feature fully tested by web-platform-tests 
>>>>>>>>> <https://chromium.googlesource.com/chromium/src/+/main/docs/testing/web_platform_tests.md>?*
>>>>>>>>> Yes 
>>>>>>>>> https://wpt.fyi/results/webnn?label=master&label=
>>>>>>>>> experimental&aligned&q=webnn
>>>>>>>>>
>>>>>>>>> *DevTrial instructions*
>>>>>>>>> https://webnn.io/en/learn/get-started/installation
>>>>>>>>>
>>>>>>>>> *Flag name on about://flags*
>>>>>>>>> web-machine-learning-neural-network 
>>>>>>>>>
>>>>>>>>> *Finch feature name*
>>>>>>>>> WebMachineLearningNeuralNetwork 
>>>>>>>>>
>>>>>>>>> *Requires code in //chrome?*
>>>>>>>>> True
>>>>>>>>>
>>>>>>>>> *Tracking bug*
>>>>>>>>> https://issues.chromium.org/issues/40206287
>>>>>>>>>
>>>>>>>>> *Estimated milestones*
>>>>>>>>> Origin trial desktop first145 Origin trial desktop last147 DevTrial 
>>>>>>>>> on desktop125 Origin trial Android first145 Origin trial Android 
>>>>>>>>> last147 DevTrial on Android125 Origin trial WebView first145 Origin 
>>>>>>>>> trial WebView last147 
>>>>>>>>>
>>>>>>>>> *Link to entry on the Chrome Platform Status*
>>>>>>>>> https://chromestatus.com/feature/5176273954144256?gate=
>>>>>>>>> 5186064701194240
>>>>>>>>>
>>>>>>>>> *Links to previous Intent discussions*
>>>>>>>>> Intent to Prototype: https://groups.google.com/a/
>>>>>>>>> chromium.org/g/blink-dev/c/PD6TDMDS9mg
>>>>>>>>>
>>>>>>>>>
>>>>>>>>> This intent message was generated by Chrome Platform Status 
>>>>>>>>> <https://chromestatus.com>. 
>>>>>>>>>
>>>>>>>>> -- 
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>>>>>>>>> Groups "blink-dev" group.
>>>>>>>>>
>>>>>>>> To unsubscribe from this group and stop receiving emails from it, 
>>>>>>>>> send an email to [email protected].
>>>>>>>>
>>>>>>>>
>>>>>>>>> To view this discussion visit 
>>>>>>>>> https://groups.google.com/a/chromium.org/d/msgid/blink-dev/70b6585e-7685-45d6-9507-dbbf586799ecn%40chromium.org
>>>>>>>>>  
>>>>>>>>> <https://groups.google.com/a/chromium.org/d/msgid/blink-dev/70b6585e-7685-45d6-9507-dbbf586799ecn%40chromium.org?utm_medium=email&utm_source=footer>
>>>>>>>>> .
>>>>>>>>>
>>>>>>>> -- 
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>>>  
>>> <https://groups.google.com/a/chromium.org/d/msgid/blink-dev/CAEmk%3DMYBR_K%2Bt4ZbCWgR-PaHtYB-75Q2hfzPQAp3fcq8%2BW8r0Q%40mail.gmail.com?utm_medium=email&utm_source=footer>
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>>>
>>

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