Viewing enriched Twitter post
When things become too easy, something else can get lost. If AI removes friction from thinking, problem-solving and effort, it may also reduce the sense of progress, learning and satisfaction that comes from doing the work ourselves. Convenience has a hidden trade-off. The risk is not only dependency, but a gradual weakening of the skills that effort once built. https://t.co/FWMkU6uNmy https://t.co/FWMkU6uNmy @IEEESpectrum @vanessabramirez
{
"media": [
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036111023971651639/media_0.jpg",
"filename": "media_0.jpg"
},
{
"type": "photo",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/2036111023971651639/media_1.jpg",
"filename": "media_1.jpg"
}
],
"processed_at": "2026-03-23T16:06:40.824590",
"pipeline_version": "2.0"
}{
"type": "tweet",
"id": "2036111023971651639",
"url": "https://x.com/SpirosMargaris/status/2036111023971651639",
"twitterUrl": "https://twitter.com/SpirosMargaris/status/2036111023971651639",
"text": "When things become too easy, something else can get lost.\n\nIf AI removes friction from thinking, problem-solving and effort, it may also reduce the sense of progress, learning and satisfaction that comes from doing the work ourselves. Convenience has a hidden trade-off.\n\nThe risk is not only dependency, but a gradual weakening of the skills that effort once built. \n\nhttps://t.co/FWMkU6uNmy https://t.co/FWMkU6uNmy @IEEESpectrum @vanessabramirez",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 0,
"likeCount": 0,
"quoteCount": 0,
"viewCount": 35,
"createdAt": "Mon Mar 23 16:01:11 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": false,
"inReplyToId": null,
"conversationId": "2036111023971651639",
"displayTextRange": [
0,
280
],
"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": 133048,
"following": 24056,
"status": "",
"canDm": false,
"canMediaTag": false,
"createdAt": "Wed Aug 06 05:20:16 +0000 2014",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 261823,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 83119,
"statusesCount": 324781,
"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": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image",
"value": {
"image_value": {
"height": 200,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=400x400",
"width": 400
}
}
},
{
"key": "description",
"value": {
"string_value": "Is AI making life too easy? Discover why some psychologists say friction is key to learning and growth."
}
},
{
"key": "domain",
"value": {
"string_value": "spectrum.ieee.org"
}
},
{
"key": "thumbnail_image_large",
"value": {
"image_value": {
"height": 300,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=600x600",
"width": 600
}
}
},
{
"key": "summary_photo_image_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "thumbnail_image_original",
"value": {
"image_value": {
"height": 600,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=orig",
"width": 1200
}
}
},
{
"key": "photo_image_full_size_small",
"value": {
"image_value": {
"height": 202,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=386x202",
"width": 386
}
}
},
{
"key": "summary_photo_image_large",
"value": {
"image_value": {
"height": 419,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=800x419",
"width": 800
}
}
},
{
"key": "thumbnail_image_small",
"value": {
"image_value": {
"height": 72,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=144x144",
"width": 144
}
}
},
{
"key": "thumbnail_image_x_large",
"value": {
"image_value": {
"height": 600,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "photo_image_full_size_original",
"value": {
"image_value": {
"height": 600,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=orig",
"width": 1200
}
}
},
{
"key": "vanity_url",
"value": {
"scribe_key": "vanity_url",
"string_value": "spectrum.ieee.org"
}
},
{
"key": "photo_image_full_size",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "thumbnail_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 40.05,
"rgb": {
"blue": 126,
"green": 229,
"red": 244
}
},
{
"percentage": 24.68,
"rgb": {
"blue": 31,
"green": 37,
"red": 49
}
},
{
"percentage": 11.85,
"rgb": {
"blue": 1,
"green": 34,
"red": 85
}
},
{
"percentage": 10.82,
"rgb": {
"blue": 173,
"green": 180,
"red": 203
}
},
{
"percentage": 2.82,
"rgb": {
"blue": 115,
"green": 137,
"red": 185
}
}
]
}
}
},
{
"key": "title",
"value": {
"string_value": "Is AI Making Tasks Too Easy for Our Own Good?"
}
},
{
"key": "summary_photo_image_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 40.05,
"rgb": {
"blue": 126,
"green": 229,
"red": 244
}
},
{
"percentage": 24.68,
"rgb": {
"blue": 31,
"green": 37,
"red": 49
}
},
{
"percentage": 11.85,
"rgb": {
"blue": 1,
"green": 34,
"red": 85
}
},
{
"percentage": 10.82,
"rgb": {
"blue": 173,
"green": 180,
"red": 203
}
},
{
"percentage": 2.82,
"rgb": {
"blue": 115,
"green": 137,
"red": 185
}
}
]
}
}
},
{
"key": "summary_photo_image_x_large",
"value": {
"image_value": {
"height": 600,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "summary_photo_image",
"value": {
"image_value": {
"height": 314,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=jpg&name=600x314",
"width": 600
}
}
},
{
"key": "photo_image_full_size_color",
"value": {
"image_color_value": {
"palette": [
{
"percentage": 40.05,
"rgb": {
"blue": 126,
"green": 229,
"red": 244
}
},
{
"percentage": 24.68,
"rgb": {
"blue": 31,
"green": 37,
"red": 49
}
},
{
"percentage": 11.85,
"rgb": {
"blue": 1,
"green": 34,
"red": 85
}
},
{
"percentage": 10.82,
"rgb": {
"blue": 173,
"green": 180,
"red": 203
}
},
{
"percentage": 2.82,
"rgb": {
"blue": 115,
"green": 137,
"red": 185
}
}
]
}
}
},
{
"key": "photo_image_full_size_x_large",
"value": {
"image_value": {
"height": 600,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?format=png&name=2048x2048_2_exp",
"width": 1200
}
}
},
{
"key": "card_url",
"value": {
"scribe_key": "card_url",
"string_value": "https://t.co/FWMkU6uNmy"
}
},
{
"key": "summary_photo_image_original",
"value": {
"image_value": {
"height": 600,
"url": "https://pbs.twimg.com/card_img/2035703553138769920/VqDgktOz?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/FWMkU6uNmy",
"user_refs_results": []
},
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "spectrum.ieee.org/frictionless-a…",
"expanded_url": "https://spectrum.ieee.org/frictionless-ai-psychology",
"indices": [
369,
392
],
"url": "https://t.co/FWMkU6uNmy"
},
{
"display_url": "spectrum.ieee.org/frictionless-a…",
"expanded_url": "https://spectrum.ieee.org/frictionless-ai-psychology",
"indices": [
393,
416
],
"url": "https://t.co/FWMkU6uNmy"
}
],
"user_mentions": [
{
"id_str": "15825547",
"indices": [
417,
430
],
"name": "IEEE Spectrum",
"screen_name": "IEEESpectrum"
},
{
"id_str": "3097187978",
"indices": [
431,
447
],
"name": "Vanessa B. Ramirez",
"screen_name": "vanessabramirez"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}