{
  "type": "tweet",
  "id": "1995494108295782895",
  "url": "https://x.com/dair_ai/status/1995494108295782895",
  "twitterUrl": "https://twitter.com/dair_ai/status/1995494108295782895",
  "text": "Agentic AI Overview\n\nThis report provides a comprehensive overview of architectures, applications, and future directions.\n\nGreat read for AI devs and enthusiasts.\n\nIt introduces a new dual-paradigm framework that categorizes\nagentic systems into two distinct lineages: the symbolic/classical (relying on algorithmic planning and persistent state) and the neural/generative (leveraging stochastic generation and prompt-driven orchestration).\n\nPaper: https://t.co/Ws4CKTR7xB\nLearn how to build AI Agents in our academy: https://t.co/FPNrxkBbTN",
  "source": "Twitter for iPhone",
  "retweetCount": 138,
  "replyCount": 26,
  "likeCount": 612,
  "quoteCount": 4,
  "viewCount": 50466,
  "createdAt": "Mon Dec 01 14:04:04 +0000 2025",
  "lang": "en",
  "bookmarkCount": 657,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "1995494108295782895",
  "displayTextRange": [
    0,
    273
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "dair_ai",
    "url": "https://x.com/dair_ai",
    "twitterUrl": "https://twitter.com/dair_ai",
    "id": "889050642903293953",
    "name": "DAIR.AI",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1643277398522187778/31dedbLo_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/889050642903293953/1742055232",
    "description": "",
    "location": "",
    "followers": 82134,
    "following": 1,
    "status": "",
    "canDm": true,
    "canMediaTag": true,
    "createdAt": "Sun Jul 23 09:12:45 +0000 2017",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 3836,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 78,
    "statusesCount": 2605,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "1996227436913340858"
    ],
    "profile_bio": {
      "description": "Democratizing AI research, education, and technologies. New Claude Code cohort: https://t.co/GZCGtVkIFm",
      "entities": {
        "description": {
          "urls": [
            {
              "display_url": "dair-ai.thinkific.com/courses/claude…",
              "expanded_url": "https://dair-ai.thinkific.com/courses/claude-code",
              "indices": [
                80,
                103
              ],
              "url": "https://t.co/GZCGtVkIFm"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "dair.ai",
              "expanded_url": "https://www.dair.ai/",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/lkqPZtMmfU"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "display_url": "pic.twitter.com/RgHftZlpg3",
        "expanded_url": "https://twitter.com/dair_ai/status/1995494108295782895/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {},
          "orig": {}
        },
        "id_str": "1995494103937945600",
        "indices": [
          274,
          297
        ],
        "media_key": "3_1995494103937945600",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARuxa1Cgm5AACgACG7FrUaRa4e8AAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABG7FrUKCbkAAKAAIbsWtRpFrh7wAA",
            "media_key": "3_1995494103937945600"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/G7FrUKCbkAAEOqV.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 805,
              "w": 1438,
              "x": 0,
              "y": 0
            },
            {
              "h": 1438,
              "w": 1438,
              "x": 0,
              "y": 0
            },
            {
              "h": 1639,
              "w": 1438,
              "x": 0,
              "y": 0
            },
            {
              "h": 1742,
              "w": 871,
              "x": 0,
              "y": 0
            },
            {
              "h": 1742,
              "w": 1438,
              "x": 0,
              "y": 0
            }
          ],
          "height": 1742,
          "width": 1438
        },
        "sizes": {
          "large": {
            "h": 1742,
            "w": 1438
          }
        },
        "type": "photo",
        "url": "https://t.co/RgHftZlpg3"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "urls": [
      {
        "display_url": "link.springer.com/article/10.100…",
        "expanded_url": "https://link.springer.com/article/10.1007/s10462-025-11422-4",
        "indices": [
          449,
          472
        ],
        "url": "https://t.co/Ws4CKTR7xB"
      },
      {
        "display_url": "dair-ai.thinkific.com",
        "expanded_url": "https://dair-ai.thinkific.com",
        "indices": [
          518,
          541
        ],
        "url": "https://t.co/FPNrxkBbTN"
      }
    ]
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "article": null
}