{
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"site": "at://did:plc:vs3hnzq2daqbszxlysywzy54/site.standard.publication/3m5cmn65tvk2j",
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"title": "moderation",
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"plaintext": "plyr.fm, being a media host, beckons in 2 obvious forms of liability:"
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"plaintext": "copyright infringement"
},
"children": []
},
{
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"content": {
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"plaintext": "illegal cover art images (who knows the possibilities 🥴) "
},
"children": []
}
]
}
},
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},
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"plaintext": "so... some form of moderation is strictly necessary. "
}
},
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},
{
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"block": {
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"plaintext": "but.. how should i do it? if things go well, it can't all just be me manually listening to every upload (as much as i enjoy this today!)"
}
},
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},
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"facets": [
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"features": [
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]
}
],
"plaintext": "#1 copyright infringement - audd.io is a thing"
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
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"plaintext": "... its basically exactly what i need: a black box that takes audio and returns potential copyright matches with a confidence score."
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
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}
},
{
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"block": {
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"plaintext": "but... its kinda expensive ngl, esp for really long tracks, like this:"
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
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"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"url": "https://plyr.fm/embed/track/70",
"$type": "pub.leaflet.blocks.iframe",
"height": 165
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},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
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}
},
{
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"block": {
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"plaintext": "We count requests to the enterprise endpoint as 1 request per 12 seconds of audio."
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [
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],
"plaintext": "just this track would be 895 requests (= 179 * 60 / 12), where $5/mo indie tier allots 1k requests (and charges $5 for each subsequent 1k requests). so $4.50 to moderate this track with Audd"
}
},
{
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{
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"features": [
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],
"plaintext": "it's not that bad given the scale I operate at now, but doesn't seem scalable if this app did well and hundreds of people started using it."
}
},
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},
{
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"facets": [
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"features": [
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"uri": "https://audd.io",
"$type": "pub.leaflet.richtext.facet#link"
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]
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],
"plaintext": "but, in lieu of something better, I'm going to use audd.io for now"
}
},
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},
{
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"level": 2,
"facets": [
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"features": [
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}
]
}
],
"plaintext": "learning from ozone"
}
},
{
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"plaintext": "ozone (bluesky's labeling service) seems to establish that \"moderation\" is generally a 2-phase process consisting of:"
}
},
{
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{
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"plaintext": "automatic labeling"
},
"children": []
},
{
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"content": {
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"plaintext": "subsequent / potential manual action by a human"
},
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}
]
}
},
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},
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"plaintext": "so, i built an ATProto labeler that emits copyright-violation labels for tracks that are flagged by Audd."
}
},
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}
},
{
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"block": {
"src": "https://moderation.plyr.fm/",
"$type": "pub.leaflet.blocks.website",
"title": "plyr.fm moderation",
"description": "This service provides content labels for plyr.fm,\n the music streaming platform on ATProto."
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
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}
},
{
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"block": {
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"plaintext": "these labels are:"
}
},
{
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"block": {
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"children": [
{
"$type": "pub.leaflet.blocks.unorderedList#listItem",
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"plaintext": "public (anyone can query them)"
},
"children": []
},
{
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"content": {
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"plaintext": "informational (as opposed to necessarily enforced)"
},
"children": []
},
{
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"content": {
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"plaintext": "reversible (false positives can be negated)"
},
"children": []
}
]
}
},
{
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"block": {
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}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [
{
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"features": [
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{
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],
"plaintext": "so, not \"BOOM! your track is deleted bc this random pattern matcher said i should\" but \"hey, sounds like you maybe uploaded t swift? i might have to circle back if someone emails me about this\""
}
},
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"$type": "pub.leaflet.blocks.code",
"plaintext": "upload completes\n │\n ▼\n┌──────────────┐ ┌─────────────────┐ ┌─────────────┐\n│ backend │────▶│ moderation │────▶│ AuDD API │\n│ (background) │ │ service │ │ │\n│ │◀────│ │◀────│ │\n└──────────────┘ └─────────────────┘ └─────────────┘\n │ │\n │ │ if flagged\n ▼ ▼\n┌──────────────┐ ┌─────────────────┐\n│ copyright_ │ │ ATProto label │\n│ scans table │ │ emission │\n└──────────────┘ └─────────────────┘"
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "uploaded tracks that match copyrighted material (according to Audd) will be flagged in the authenticated user's portal:"
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.image",
"image": {
"$type": "blob",
"ref": {
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"mimeType": "image/png",
"size": 27371
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"aspectRatio": {
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}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
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}
},
{
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"block": {
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"plaintext": "and my moderation service exposes a little admin panel i can use to review flagged items (this is what i think Ozone UI would do for me)"
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.image",
"image": {
"$type": "blob",
"ref": {
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}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "we'll see how well this goes in practice!"
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "i am not certain that architecturally i have the right pattern yet. it may be the case that i want to use Ozone directly, but i figured re-creating this wheel wouldn't be the worst yak shaving exercise."
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.header",
"level": 2,
"facets": [],
"plaintext": "#2 problematic cover art"
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "this is in some ways easier, in others more fuzzy."
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
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"facets": [],
"plaintext": "this works fine:"
}
},
{
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"block": {
"src": "https://gist.github.com/zzstoatzz/8975282e4e6751482165fc20b5d2f536",
"$type": "pub.leaflet.blocks.website"
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
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"plaintext": "but it's flaky and i have no idea what the policy should actually be."
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [
{
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"byteEnd": 24,
"byteStart": 20
},
"features": [
{
"uri": "https://www.microsoft.com/en-us/photodna",
"$type": "pub.leaflet.richtext.facet#link"
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]
}
],
"plaintext": "ideally I could use this, but i applied for access and they denied me (i might try again later)."
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "this aspect requires more time and thought from me."
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
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"block": {
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"level": 2,
"facets": [],
"plaintext": "what's next"
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.unorderedList",
"children": [
{
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"content": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "seeking and refining feedback on what's laid out above"
},
"children": []
},
{
"$type": "pub.leaflet.blocks.unorderedList#listItem",
"content": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "exploring tooling and workflows for contesting labels"
},
"children": []
},
{
"$type": "pub.leaflet.blocks.unorderedList#listItem",
"content": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "nailing down cover art moderation"
},
"children": []
},
{
"$type": "pub.leaflet.blocks.unorderedList#listItem",
"content": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "exploring more cost-effective options for copyright matching"
},
"children": []
},
{
"$type": "pub.leaflet.blocks.unorderedList#listItem",
"content": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "explore other forms of \"illegal audio\" to expose blind spots"
},
"children": []
}
]
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": "as ever, I am very open to questions, comments or suggestions!"
}
},
{
"$type": "pub.leaflet.pages.linearDocument#block",
"block": {
"$type": "pub.leaflet.blocks.text",
"facets": [],
"plaintext": ""
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
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"plaintext": ""
}
},
{
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"block": {
"$type": "pub.leaflet.blocks.text",
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"plaintext": ""
}
}
]
}
]
},
"description": "the most joyous of topics",
"publishedAt": "2025-11-30T21:45:55.773Z"
}