Viewing enriched Twitter post
Meta is reportedly building its new AI unit with ~50 engineers per manager. That ratio might work in a data center. It rarely works in a research lab. AI breakthroughs don’t come from scale alone. They come from tight feedback loops, fast decisions, and strong technical leadership. Does extreme scale accelerate innovation or slow it down? https://t.co/VEAa7Nttot @fortunemagazine @clairezillman
{
"media": [
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2033094604032032792/media_0.jpg",
"filename": "media_0.jpg"
}
],
"processed_at": "2026-03-15T08:20:22.898747",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2033094604032032792",
"url": "https://x.com/SpirosMargaris/status/2033094604032032792",
"twitterUrl": "https://twitter.com/SpirosMargaris/status/2033094604032032792",
"text": "Meta is reportedly building its new AI unit with ~50 engineers per manager.\n\nThat ratio might work in a data center. It rarely works in a research lab.\n\nAI breakthroughs don’t come from scale alone. They come from tight feedback loops, fast decisions, and strong technical leadership.\n\nDoes extreme scale accelerate innovation or slow it down? \n\nhttps://t.co/VEAa7Nttot @fortunemagazine @clairezillman",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 0,
"likeCount": 3,
"quoteCount": 0,
"viewCount": 28,
"createdAt": "Sun Mar 15 08:15:01 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": false,
"inReplyToId": null,
"conversationId": "2033094604032032792",
"displayTextRange": [
0,
272
],
"inReplyToUserId": null,
"inReplyToUsername": null,
"author": {
"type": "user",
"userName": "SpirosMargaris",
"url": "https://x.com/SpirosMargaris",
"twitterUrl": "https://twitter.com/SpirosMargaris",
"id": "2711212681",
"name": "Spiros Margaris",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1658909947025924108/kl5WbjWk_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/2711212681/1754232805",
"description": "",
"location": "All Over the World",
"followers": 133002,
"following": 24051,
"status": "",
"canDm": false,
"canMediaTag": false,
"createdAt": "Wed Aug 06 05:20:16 +0000 2014",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 261662,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 83117,
"statusesCount": 324576,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"2027723954195148810"
],
"profile_bio": {
"description": "#VC | No 1 #Fintech #Banking @Refinitiv & @Onalytica | #AI | @TEDx | @qualco_sa @natechsa @SparkLabsGlobal @ai_mediastalker @HeradoHQ @usebarq",
"entities": {
"description": {
"hashtags": [
{
"indices": [
0,
3
],
"text": "VC"
},
{
"indices": [
11,
19
],
"text": "Fintech"
},
{
"indices": [
20,
28
],
"text": "Banking"
},
{
"indices": [
55,
58
],
"text": "AI"
}
],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
29,
39
],
"name": "",
"screen_name": "Refinitiv"
},
{
"id_str": "0",
"indices": [
42,
52
],
"name": "",
"screen_name": "Onalytica"
},
{
"id_str": "0",
"indices": [
61,
66
],
"name": "",
"screen_name": "TEDx"
},
{
"id_str": "0",
"indices": [
69,
79
],
"name": "",
"screen_name": "qualco_sa"
},
{
"id_str": "0",
"indices": [
80,
89
],
"name": "",
"screen_name": "natechsa"
},
{
"id_str": "0",
"indices": [
90,
106
],
"name": "",
"screen_name": "SparkLabsGlobal"
},
{
"id_str": "0",
"indices": [
107,
123
],
"name": "",
"screen_name": "ai_mediastalker"
},
{
"id_str": "0",
"indices": [
124,
133
],
"name": "",
"screen_name": "HeradoHQ"
},
{
"id_str": "0",
"indices": [
134,
142
],
"name": "",
"screen_name": "usebarq"
}
]
},
"url": {
"urls": [
{
"display_url": "MargarisVentures.com",
"expanded_url": "http://www.MargarisVentures.com",
"indices": [
0,
23
],
"url": "https://t.co/gUoh5w20av"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": {
"binding_values": [
{
"key": "photo_image_full_size_large",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 419,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 200,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=400x400",
"width": 400
}
}
},
{
"key": "description",
"value": {
"string_value": "The management structure is an extreme test of the “flat” organizational model that more U.S. companies are embracing."
}
},
{
"key": "domain",
"value": {
"string_value": "fortune.com"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 300,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=600x600",
"width": 600
}
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 202,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 600,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=orig",
"width": 1200
}
}
},
{
"key": "site",
"value": {
"scribe_key": "publisher_id",
"user_value": {
"id_str": "3027121",
"path": []
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 202,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 419,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 72,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=144x144",
"width": 144
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 600,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 600,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=orig",
"width": 1200
}
}
},
{
"key": "photo_image_full_size_alt_text",
"value": {
"string_value": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc."
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "fortune.com"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 314,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "summary_photo_image_alt_text",
"value": {
"string_value": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc."
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 69.24,
"rgb": {
"blue": 219,
"green": 219,
"red": 216
}
},
{
"percentage": 13.94,
"rgb": {
"blue": 56,
"green": 48,
"red": 48
}
},
{
"percentage": 9.35,
"rgb": {
"blue": 124,
"green": 136,
"red": 183
}
},
{
"percentage": 2.49,
"rgb": {
"blue": 61,
"green": 77,
"red": 104
}
},
{
"percentage": 0.94,
"rgb": {
"blue": 122,
"green": 139,
"red": 205
}
}
]
}
}
},
{
"key": "title",
"value": {
"string_value": "Meta’s new AI team has 50 engineers per boss. What could go wrong? | Fortune"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 69.24,
"rgb": {
"blue": 219,
"green": 219,
"red": 216
}
},
{
"percentage": 13.94,
"rgb": {
"blue": 56,
"green": 48,
"red": 48
}
},
{
"percentage": 9.35,
"rgb": {
"blue": 124,
"green": 136,
"red": 183
}
},
{
"percentage": 2.49,
"rgb": {
"blue": 61,
"green": 77,
"red": 104
}
},
{
"percentage": 0.94,
"rgb": {
"blue": 122,
"green": 139,
"red": 205
}
}
]
}
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 600,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 314,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 69.24,
"rgb": {
"blue": 219,
"green": 219,
"red": 216
}
},
{
"percentage": 13.94,
"rgb": {
"blue": 56,
"green": 48,
"red": 48
}
},
{
"percentage": 9.35,
"rgb": {
"blue": 124,
"green": 136,
"red": 183
}
},
{
"percentage": 2.49,
"rgb": {
"blue": 61,
"green": 77,
"red": 104
}
},
{
"percentage": 0.94,
"rgb": {
"blue": 122,
"green": 139,
"red": 205
}
}
]
}
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 600,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/VEAa7Nttot"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"alt": "Mark Zuckerberg, chief executive officer of Meta Platforms Inc.",
"height": 600,
"url": "https://pbs.twimg.com/card_img/2032885475539574784/hroub9yO?format=jpg&name=orig",
"width": 1200
}
}
}
],
"card_platform": {
"platform": {
"audience": {
"name": "production"
},
"device": {
"name": "iPhone",
"version": "13"
}
}
},
"name": "summary_large_image",
"url": "https://t.co/VEAa7Nttot",
"user_refs_results": [
{
"rest_id": "3027121",
"result": {
"__typename": "User",
"action_counts": {
"favorites_count": 9
},
"avatar": {
"image_url": "https://pbs.twimg.com/profile_images/14416612/fortune_normal.jpg"
},
"banner": {},
"core": {
"created_at": "Sat Mar 31 00:21:06 +0000 2007",
"name": "Fortune",
"screen_name": "Fortune"
},
"dm_permissions": {
"can_dm": false
},
"exclusive_tweet_following": false,
"follow_request_sent": false,
"identity_profile_labels_highlighted_label": {},
"location": {
"location": "San Francisco, CA"
},
"media_permissions": {
"can_media_tag": true
},
"notifications_settings": {
"notifications_enabled": false
},
"pinned_items": {
"tweet_ids_str": []
},
"privacy": {
"protected": false,
"suspended": false
},
"private_super_following": false,
"profile_bio": {
"description": "Ask me about the future...\n\n[ looking for the magazine? visit @fortunemagazine ]",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
62,
78
],
"name": "",
"screen_name": "fortunemagazine"
}
]
}
}
},
"profile_image_shape": "Circle",
"profile_metadata": {
"profile_interstitial_type": "",
"profile_link_color": "9D582E"
},
"profile_translation": {
"translator_type_enum": "None"
},
"properties": {
"has_extended_profile": false
},
"relationship_counts": {
"followers": 1705,
"following": 20
},
"relationship_perspectives": {
"blocked_by": false,
"blocking": false,
"followed_by": false,
"following": false,
"live_following": false,
"muting": false
},
"rest_id": "3027121",
"smart_blocked_by": false,
"smart_blocking": false,
"super_follow_eligible": false,
"super_followed_by": false,
"super_following": false,
"tweet_counts": {
"media_tweets": 1701,
"tweets": 2499
},
"verification": {
"is_blue_verified": false,
"verified": false
},
"website": {
"url": ""
}
}
}
]
},
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "fortune.com/2026/03/14/met…",
"expanded_url": "https://fortune.com/2026/03/14/metas-ai-team-50-flat-management-structure/",
"indices": [
346,
369
],
"url": "https://t.co/VEAa7Nttot"
}
],
"user_mentions": [
{
"id_str": "25053299",
"indices": [
370,
386
],
"name": "FORTUNE",
"screen_name": "fortunemagazine"
},
{
"id_str": "33127693",
"indices": [
387,
401
],
"name": "Claire Zillman",
"screen_name": "clairezillman"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}