Viewing enriched Twitter post
Come see my track at @AICouncilConf where the creator of this model will explain the history and science of quantization I'm telling you: The inference systems track at this years AI Council will be the highest density of this content ever assembled https://t.co/YzABskvJgi
{
"media": [
{
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2044848158292033728/media_0.jpg",
"media_url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2044848158292033728/media_0.jpg",
"type": "photo",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-04-16T18:50:17.220392",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2044848158292033728",
"url": "https://x.com/BEBischof/status/2044848158292033728",
"twitterUrl": "https://twitter.com/BEBischof/status/2044848158292033728",
"text": "Come see my track at @AICouncilConf where the creator of this model will explain the history and science of quantization \n\nI'm telling you: The inference systems track at this years AI Council will be the highest density of this content ever assembled https://t.co/YzABskvJgi",
"source": "Twitter for iPhone",
"retweetCount": 1,
"replyCount": 0,
"likeCount": 3,
"quoteCount": 0,
"viewCount": 847,
"createdAt": "Thu Apr 16 18:39:27 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": false,
"inReplyToId": null,
"conversationId": "2044848158292033728",
"displayTextRange": [
0,
275
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "BEBischof",
"url": "https://x.com/BEBischof",
"twitterUrl": "https://twitter.com/BEBischof",
"id": "223231567",
"name": "Bryan Bischof fka Dr. Donut",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1934388359297978368/65JnkRc2_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/223231567/1664668522",
"description": "",
"location": "Ohlone Territory",
"followers": 5250,
"following": 2698,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Sun Dec 05 19:56:01 +0000 2010",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 34758,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 1644,
"statusesCount": 23333,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2039360923773632977"
],
"profile_bio": {
"description": "Leading AI @theoryvc; Teach ML @rutgersu. Prev: Led AI @_hex_tech; Led Data @weights_biases, ML @stitchfix, Led Data @bluebottleroast",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
11,
20
],
"name": "",
"screen_name": "theoryvc"
},
{
"id_str": "0",
"indices": [
31,
40
],
"name": "",
"screen_name": "rutgersu"
},
{
"id_str": "0",
"indices": [
55,
65
],
"name": "",
"screen_name": "_hex_tech"
},
{
"id_str": "0",
"indices": [
76,
91
],
"name": "",
"screen_name": "weights_biases"
},
{
"id_str": "0",
"indices": [
96,
106
],
"name": "",
"screen_name": "stitchfix"
},
{
"id_str": "0",
"indices": [
117,
133
],
"name": "",
"screen_name": "bluebottleroast"
}
]
},
"url": {
"urls": [
{
"display_url": "bio.site/Docdonut",
"expanded_url": "https://bio.site/Docdonut",
"indices": [
0,
23
],
"url": "https://t.co/na4TqOWYbE"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 146,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=240x240",
"width": 240
}
}
},
{
"key": "description",
"value": {
"string_value": "3 days of no-bullsh*t AI talks for engineers who ship. 10 tracks, 1,500+ attendees, speakers from OpenAI, Vercel, Hugging, Face Databricks & more. SF · May 12–14."
}
},
{
"key": "domain",
"value": {
"string_value": "aicouncil.com"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 320,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=800x320_1",
"width": 525
}
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=386x202",
"width": 386
}
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 1092,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=orig",
"width": 1792
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=386x202",
"width": 386
}
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 61,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=100x100",
"width": 100
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 1092,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=2048x2048_2_exp",
"width": 1792
}
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 1092,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=orig",
"width": 1792
}
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "aicouncil.com"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=600x314",
"width": 600
}
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 40.96,
"rgb": {
"blue": 224,
"green": 90,
"red": 0
}
},
{
"percentage": 21.54,
"rgb": {
"blue": 255,
"green": 253,
"red": 208
}
},
{
"percentage": 6.32,
"rgb": {
"blue": 38,
"green": 31,
"red": 49
}
},
{
"percentage": 5.88,
"rgb": {
"blue": 161,
"green": 189,
"red": 214
}
},
{
"percentage": 5.57,
"rgb": {
"blue": 240,
"green": 181,
"red": 116
}
}
]
}
}
},
{
"key": "title",
"value": {
"string_value": "AI Council 2026 · May 12–14 · San Francisco"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 40.96,
"rgb": {
"blue": 224,
"green": 90,
"red": 0
}
},
{
"percentage": 21.54,
"rgb": {
"blue": 255,
"green": 253,
"red": 208
}
},
{
"percentage": 6.32,
"rgb": {
"blue": 38,
"green": 31,
"red": 49
}
},
{
"percentage": 5.88,
"rgb": {
"blue": 161,
"green": 189,
"red": 214
}
},
{
"percentage": 5.57,
"rgb": {
"blue": 240,
"green": 181,
"red": 116
}
}
]
}
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"height": 1092,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=2048x2048_2_exp",
"width": 1792
}
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=600x314",
"width": 600
}
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 40.96,
"rgb": {
"blue": 224,
"green": 90,
"red": 0
}
},
{
"percentage": 21.54,
"rgb": {
"blue": 255,
"green": 253,
"red": 208
}
},
{
"percentage": 6.32,
"rgb": {
"blue": 38,
"green": 31,
"red": 49
}
},
{
"percentage": 5.88,
"rgb": {
"blue": 161,
"green": 189,
"red": 214
}
},
{
"percentage": 5.57,
"rgb": {
"blue": 240,
"green": 181,
"red": 116
}
}
]
}
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"height": 1092,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=2048x2048_2_exp",
"width": 1792
}
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/YzABskvJgi"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"height": 1092,
"url": "https://pbs.twimg.com/card_img/2044579337916084224/ont5GfyQ?format=png&name=orig",
"width": 1792
}
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "iPhone",
"version": "13"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/YzABskvJgi",
"user_refs_results": []
},
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "aicouncil.com/sf-2026",
"expanded_url": "https://aicouncil.com/sf-2026",
"indices": [
252,
275
],
"url": "https://t.co/YzABskvJgi"
}
],
"user_mentions": [
{
"id_str": "381629790",
"indices": [
21,
35
],
"name": "AI Council",
"screen_name": "AICouncilConf"
}
]
},
"quoted_tweet": {
"type": "tweet",
"id": "2044833023682896134",
"url": "https://x.com/PrismML/status/2044833023682896134",
"twitterUrl": "https://twitter.com/PrismML/status/2044833023682896134",
"text": "Today we’re announcing Ternary Bonsai: Top intelligence at 1.58 bits\n\nUsing ternary weights {-1, 0, +1}, we built a family of models that are 9x smaller than their 16-bit counterparts while outperforming most models in their respective parameter classes on standard benchmarks.\n\nWe’re open-sourcing the models under the Apache 2.0 license in three sizes: 8B (1.75 GB), 4B (0.86 GB), and 1.7B (0.37 GB).",
"source": "Twitter for iPhone",
"retweetCount": 43,
"replyCount": 23,
"likeCount": 329,
"quoteCount": 24,
"viewCount": 31004,
"createdAt": "Thu Apr 16 17:39:18 +0000 2026",
"lang": "en",
"bookmarkCount": 124,
"isReply": false,
"inReplyToId": null,
"conversationId": "2044833023682896134",
"displayTextRange": [
0,
277
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "PrismML",
"url": "https://x.com/PrismML",
"twitterUrl": "https://twitter.com/PrismML",
"id": "1905730305136455680",
"name": "PrismML",
"isVerified": false,
"isBlueVerified": false,
"verifiedType": "Business",
"profilePicture": "https://pbs.twimg.com/profile_images/2025105666692812800/QQOxLQPq_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1905730305136455680/1774242979",
"description": "",
"location": "United States",
"followers": 8476,
"following": 18,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Fri Mar 28 21:15:10 +0000 2025",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 123,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 8,
"statusesCount": 64,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2039049400190939426"
],
"profile_bio": {
"description": "Centering AI research on efficiency.\n\nhttps://t.co/88MQHGCeFD",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "discord.gg/prismml",
"expanded_url": "http://discord.gg/prismml",
"indices": [
38,
61
],
"url": "https://t.co/88MQHGCeFD"
}
],
"user_mentions": []
},
"url": {
"urls": [
{
"display_url": "prismml.com",
"expanded_url": "https://prismml.com/",
"indices": [
0,
23
],
"url": "https://t.co/Z77kHvSe8i"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"allow_download_status": {
"allow_download": true
},
"display_url": "pic.twitter.com/wepDb9W98y",
"expanded_url": "https://twitter.com/PrismML/status/2044833023682896134/photo/1",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"orig": {
"faces": []
}
},
"id_str": "2044815522953621507",
"indices": [
278,
301
],
"media_key": "3_2044815522953621507",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARxgpOJc2vADCgACHGC0zRGbYQYAAA==",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAABCgABHGCk4lza8AMKAAIcYLTNEZthBgAA",
"media_key": "3_2044815522953621507"
}
},
"media_url_https": "https://pbs.twimg.com/media/HGCk4lza8AMirLG.jpg",
"original_info": {
"focus_rects": [
{
"h": 1216,
"w": 2171,
"x": 206,
"y": 0
},
{
"h": 1216,
"w": 1216,
"x": 683,
"y": 0
},
{
"h": 1216,
"w": 1067,
"x": 758,
"y": 0
},
{
"h": 1216,
"w": 608,
"x": 987,
"y": 0
},
{
"h": 1216,
"w": 2718,
"x": 0,
"y": 0
}
],
"height": 1216,
"width": 2718
},
"sizes": {
"large": {
"h": 916,
"w": 2048
}
},
"type": "photo",
"url": "https://t.co/wepDb9W98y"
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": []
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"communityInfo": null,
"article": null
},
"retweeted_tweet": null,
"isLimitedReply": false,
"communityInfo": null,
"article": null
}