@HamelHusain
RT @patrick_oshag: Neil Movva (@neilmovva) started his career at Nvidia, working on GPUs and kernels, and has an unusually deep understandi…
Viewing enriched Twitter post
RT @patrick_oshag: Neil Movva (@neilmovva) started his career at Nvidia, working on GPUs and kernels, and has an unusually deep understandi…
{
"score": 0.32,
"score_components": {
"author": 0.09,
"engagement": 0.0,
"quality": 0.020000000000000004,
"source": 0.135,
"nlp": 0.05,
"recency": 0.025
},
"scored_at": "2026-08-26T01:01:57.089511",
"import_source": "api_import",
"source_tagged_at": "2026-08-26T01:01:57.089522",
"enriched": true,
"enriched_at": "2026-08-26T01:01:57.089525"
} {
"type": "tweet",
"id": "2092413278505070935",
"url": "https://x.com/HamelHusain/status/2092413278505070935",
"twitterUrl": "https://twitter.com/HamelHusain/status/2092413278505070935",
"text": "RT @patrick_oshag: Neil Movva (@neilmovva) started his career at Nvidia, working on GPUs and kernels, and has an unusually deep understandi…",
"source": "Twitter for iPhone",
"retweetCount": 89,
"replyCount": 31,
"likeCount": 967,
"quoteCount": 24,
"viewCount": 372128,
"createdAt": "Wed Aug 26 00:46:15 +0000 2026",
"lang": "en",
"bookmarkCount": 1696,
"isReply": false,
"inReplyToId": null,
"conversationId": "2092413278505070935",
"displayTextRange": [
0,
140
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "HamelHusain",
"url": "https://x.com/HamelHusain",
"twitterUrl": "https://twitter.com/HamelHusain",
"id": "825766640",
"name": "Hamel Husain",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1287206199088173057/ixE4fKy1_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/825766640/1758993452",
"description": "",
"location": "Looking at the data",
"followers": 53675,
"following": 2641,
"status": "",
"canDm": true,
"canMediaTag": false,
"createdAt": "Sat Sep 15 18:45:02 +0000 2012",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 18841,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 1626,
"statusesCount": 17283,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2087679097468334120"
],
"profile_bio": {
"description": "Evals Evals Evals - https://t.co/Zrmp6LRd9c\n\nAbout Me: https://t.co/P6WyeKkyTa",
"entities": {
"description": {
"urls": [
{
"display_url": "evals.info",
"expanded_url": "http://evals.info",
"indices": [
21,
44
],
"url": "https://t.co/Zrmp6LRd9c"
},
{
"display_url": "hamel.dev",
"expanded_url": "https://hamel.dev",
"indices": [
56,
79
],
"url": "https://t.co/P6WyeKkyTa"
}
]
},
"url": {
"urls": [
{
"display_url": "evals.info",
"expanded_url": "http://evals.info",
"indices": [
0,
23
],
"url": "https://t.co/Zrmp6LRd9c"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": null,
"place": {},
"entities": {
"user_mentions": [
{
"id_str": "1528558014",
"indices": [
3,
17
],
"name": "Patrick OShaughnessy",
"screen_name": "patrick_oshag"
},
{
"id_str": "1882483113202470912",
"indices": [
31,
41
],
"name": "Neil Movva",
"screen_name": "neilmovva"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": {
"type": "tweet",
"id": "2092226959711334544",
"url": "https://x.com/patrick_oshag/status/2092226959711334544",
"twitterUrl": "https://twitter.com/patrick_oshag/status/2092226959711334544",
"text": "Neil Movva (@neilmovva) started his career at Nvidia, working on GPUs and kernels, and has an unusually deep understanding of inference, from software to chips to power.\n\nWe spend a lot of time on each of those layers, how they connect, and where the important tradeoffs are.\n\nWhat makes this conversation special is how detailed it is (like a 401-level class), yet Neil makes it remarkably clear and easy to follow.\n\nToday he runs Sail Research, a company building infrastructure for agents to make tokens as cheap as possible.\n\nWe discuss:\n- Latency versus throughput\n- Why there are no bad chips, only bad pricing\n- The end of kernel engineering\n- Buying chips and power no one else wants\n- New chip architectures\n- Nvidia lore + his contrarian view of the company\n- Open source and the frontier labs\n\nI learned a ton. Enjoy!\n\nTIMESTAMPS\n0:00 Intro\n0:38 Building a “Token Factory”\n4:21 The Future of Background Agents\n13:09 Nvidia and the GPU Stack\n23:27 Chips, Memory, and Transformers\n36:14 The Future of AI Training Data\n44:32 Chip Scarcity and Compute Arbitrage\n52:44 Reinventing the AI Data Center\n59:01 Power and the “Scavenger Strategy”\n1:10:10 Open vs. Closed AI",
"source": "Twitter for iPhone",
"retweetCount": 89,
"replyCount": 31,
"likeCount": 967,
"quoteCount": 24,
"viewCount": 372128,
"createdAt": "Tue Aug 25 12:25:53 +0000 2026",
"lang": "en",
"bookmarkCount": 1696,
"isReply": false,
"inReplyToId": null,
"conversationId": "2092226959711334544",
"displayTextRange": [
0,
275
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "patrick_oshag",
"url": "https://x.com/patrick_oshag",
"twitterUrl": "https://twitter.com/patrick_oshag",
"id": "1528558014",
"name": "Patrick OShaughnessy",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1964115465065664512/ZFQbGjIU_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/1528558014/1745788104",
"description": "",
"location": "New York, NY",
"followers": 350819,
"following": 2491,
"status": "",
"canDm": true,
"canMediaTag": true,
"createdAt": "Tue Jun 18 19:06:20 +0000 2013",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 41464,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 2985,
"statusesCount": 23576,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2092226959711334544"
],
"profile_bio": {
"description": "building @psumvc @colossusmag hosting @investlikebest",
"entities": {
"description": {
"user_mentions": [
{
"id_str": "",
"indices": [
9,
16
],
"name": "",
"screen_name": "psumvc"
},
{
"id_str": "",
"indices": [
17,
29
],
"name": "",
"screen_name": "colossusmag"
},
{
"id_str": "",
"indices": [
38,
53
],
"name": "",
"screen_name": "investlikebest"
}
]
},
"url": {
"urls": [
{
"display_url": "colossus.com/subscribe",
"expanded_url": "https://colossus.com/subscribe",
"indices": [
0,
23
],
"url": "https://t.co/AnvDEjPob4"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {
"media": [
{
"additional_media_info": {
"monetizable": false
},
"display_url": "pic.x.com/5wsVIMCcNT",
"expanded_url": "https://x.com/patrick_oshag/status/2092226959711334544/video/1",
"ext_master_playlist_only": [],
"ext_media_availability": {
"status": "Available"
},
"ext_playlists": [],
"id_str": "2092223896569147392",
"indices": [
276,
299
],
"media_key": "13_2092223896569147392",
"media_results": {
"id": "QXBpTWVkaWFSZXN1bHRzOgwABAoAAR0JEoyBlnAAAAA=",
"result": {
"__typename": "ApiMedia",
"id": "QXBpTWVkaWE6DAAECgABHQkSjIGWcAAAAA==",
"media_key": "13_2092223896569147392"
}
},
"media_url_https": "https://pbs.twimg.com/amplify_video_thumb/2092223896569147392/img/E0cuEkUHofxxd9VW.jpg",
"original_info": {
"focus_rects": [],
"height": 1080,
"width": 1920
},
"sizes": {
"large": {
"h": 1080,
"w": 1920
}
},
"type": "video",
"url": "https://t.co/5wsVIMCcNT",
"video_info": {
"aspect_ratio": [
16,
9
],
"duration_millis": 5015977,
"variants": [
{
"content_type": "application/x-mpegURL",
"url": "https://video.twimg.com/amplify_video/2092223896569147392/pl/u2n8sNzRI8m3SAit.m3u8?tag=29&v=736"
},
{
"bitrate": 256000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2092223896569147392/vid/avc1/480x270/M_wzea2bKTguKxxU.mp4?tag=29"
},
{
"bitrate": 832000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2092223896569147392/vid/avc1/640x360/qvV9dhhJIltcmjMZ.mp4?tag=29"
},
{
"bitrate": 2176000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2092223896569147392/vid/avc1/1280x720/46JC837ewdAgmC0b.mp4?tag=29"
},
{
"bitrate": 10368000,
"content_type": "video/mp4",
"url": "https://video.twimg.com/amplify_video/2092223896569147392/vid/avc1/1920x1080/F6nV2Kku4u0CzSA3.mp4?tag=29"
}
]
}
}
]
},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [
{
"indices": [
841,
845
],
"seconds": 0,
"text": "0:00"
},
{
"indices": [
852,
856
],
"seconds": 38,
"text": "0:38"
},
{
"indices": [
884,
888
],
"seconds": 261,
"text": "4:21"
},
{
"indices": [
921,
926
],
"seconds": 789,
"text": "13:09"
},
{
"indices": [
952,
957
],
"seconds": 1407,
"text": "23:27"
},
{
"indices": [
990,
995
],
"seconds": 2174,
"text": "36:14"
},
{
"indices": [
1027,
1032
],
"seconds": 2672,
"text": "44:32"
},
{
"indices": [
1069,
1074
],
"seconds": 3164,
"text": "52:44"
},
{
"indices": [
1106,
1111
],
"seconds": 3541,
"text": "59:01"
},
{
"indices": [
1147,
1154
],
"seconds": 4210,
"text": "1:10:10"
}
],
"urls": [],
"user_mentions": [
{
"id_str": "1882483113202470912",
"indices": [
12,
22
],
"name": "Neil Movva",
"screen_name": "neilmovva"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"communityInfo": null,
"article": null
},
"isLimitedReply": false,
"communityInfo": null,
"article": null
}