{
  "type": "tweet",
  "id": "2053172135305052534",
  "url": "https://x.com/ZRChen_AISafety/status/2053172135305052534",
  "twitterUrl": "https://twitter.com/ZRChen_AISafety/status/2053172135305052534",
  "text": "AI agents are already going wild, but today’s red-teaming tools for them are still like toys 😢\n\n🔥👽 After spending 20 months and $120K API credits, we are excited to finally open-source DecodingTrust-Agent Platform (DTap): the first controllable, realistic simulation platform for advanced AI agent red-teaming !!\n\n🌍 DTap simulates 50+ real-world environments across 14 high-stakes domains, with realistic agent interfaces replicated from their official MCPs and GUIs. The environments are full-stack, interactive, fully parallelizable, and can be easily configured to reproduce arbitrary real-world attack scenarios, making agent red-teaming scalable and highly transferable to deployment settings.\n\n🔥We also release DTap-Bench, a large-scale benchmark with ~7K agent red-teaming tasks and ~4K policy-grounded malicious goals.\n\nEach red-teaming task includes a sophisticated attack sequence across environment-, tool-, skill-, prompt-level injections, as well as their compositions, plus a handcrafted verifiable judge that checks the actual consequences in the environment.\n\nUsing DTap-Bench, we evaluate popular agent frameworks and backbone models across diverse policies, risks, threat models, and attack strategies, revealing systematic vulnerabilities and zero-days in today’s agents!\n\nPaper link: https://t.co/PjnGC5wKk9\nPlatform + benchmark + code: https://t.co/aicipKMnig\nJoin our Discord: https://t.co/8UyRjH6RqX\n\nRead more below 👇",
  "source": "Twitter for iPhone",
  "retweetCount": 30,
  "replyCount": 4,
  "likeCount": 84,
  "quoteCount": 2,
  "viewCount": 73958,
  "createdAt": "Sat May 09 17:55:57 +0000 2026",
  "lang": "en",
  "bookmarkCount": 65,
  "isReply": false,
  "inReplyToId": null,
  "conversationId": "2053172135305052534",
  "displayTextRange": [
    0,
    275
  ],
  "inReplyToUserId": null,
  "inReplyToUsername": null,
  "author": {
    "type": "user",
    "userName": "ZRChen_AISafety",
    "url": "https://x.com/ZRChen_AISafety",
    "twitterUrl": "https://twitter.com/ZRChen_AISafety",
    "id": "1592588505707958274",
    "name": "Zhaorun Chen",
    "isVerified": false,
    "isBlueVerified": true,
    "verifiedType": null,
    "profilePicture": "https://pbs.twimg.com/profile_images/1758841056903524352/26z50tRB_normal.jpg",
    "coverPicture": "https://pbs.twimg.com/profile_banners/1592588505707958274/1708175456",
    "description": "",
    "location": "Chicago, IL",
    "followers": 468,
    "following": 208,
    "status": "",
    "canDm": false,
    "canMediaTag": true,
    "createdAt": "Tue Nov 15 18:41:15 +0000 2022",
    "entities": {
      "description": {
        "urls": []
      },
      "url": {}
    },
    "fastFollowersCount": 0,
    "favouritesCount": 1274,
    "hasCustomTimelines": true,
    "isTranslator": false,
    "mediaCount": 40,
    "statusesCount": 160,
    "withheldInCountries": [],
    "affiliatesHighlightedLabel": {},
    "possiblySensitive": false,
    "pinnedTweetIds": [
      "2053172135305052534"
    ],
    "profile_bio": {
      "description": "Building Responsible AI Agents | PhD Student @UChicago | Founding Member @VirtueAI_co | Prev @AIatMeta MSL | opinions are my own",
      "entities": {
        "description": {
          "user_mentions": [
            {
              "id_str": "",
              "indices": [
                45,
                54
              ],
              "name": "",
              "screen_name": "UChicago"
            },
            {
              "id_str": "",
              "indices": [
                73,
                85
              ],
              "name": "",
              "screen_name": "VirtueAI_co"
            },
            {
              "id_str": "",
              "indices": [
                93,
                102
              ],
              "name": "",
              "screen_name": "AIatMeta"
            }
          ]
        },
        "url": {
          "urls": [
            {
              "display_url": "billchan226.github.io",
              "expanded_url": "http://billchan226.github.io",
              "indices": [
                0,
                23
              ],
              "url": "https://t.co/wV1gfhDMlm"
            }
          ]
        }
      }
    },
    "isAutomated": false,
    "automatedBy": null
  },
  "extendedEntities": {
    "media": [
      {
        "allow_download_status": {
          "allow_download": true
        },
        "display_url": "pic.twitter.com/zkmjN3HSlX",
        "expanded_url": "https://twitter.com/ZRChen_AISafety/status/2053172135305052534/photo/1",
        "ext_media_availability": {
          "status": "Available"
        },
        "features": {
          "large": {
            "faces": []
          },
          "orig": {
            "faces": []
          }
        },
        "id_str": "2053163067446321154",
        "indices": [
          276,
          299
        ],
        "media_key": "3_2053163067446321154",
        "media_results": {
          "id": "QXBpTWVkaWFSZXN1bHRzOgwAAQoAARx+TO6FFuACCgACHH5VLcuWgXYAAA==",
          "result": {
            "__typename": "ApiMedia",
            "id": "QXBpTWVkaWE6DAABCgABHH5M7oUW4AIKAAIcflUty5aBdgAA",
            "media_key": "3_2053163067446321154"
          }
        },
        "media_url_https": "https://pbs.twimg.com/media/HH5M7oUW4AIFDf3.jpg",
        "original_info": {
          "focus_rects": [
            {
              "h": 1583,
              "w": 2827,
              "x": 0,
              "y": 948
            },
            {
              "h": 2827,
              "w": 2827,
              "x": 0,
              "y": 326
            },
            {
              "h": 3223,
              "w": 2827,
              "x": 0,
              "y": 128
            },
            {
              "h": 4096,
              "w": 2048,
              "x": 779,
              "y": 0
            },
            {
              "h": 4096,
              "w": 2827,
              "x": 0,
              "y": 0
            }
          ],
          "height": 4096,
          "width": 2827
        },
        "sizes": {
          "large": {
            "h": 2048,
            "w": 1414
          }
        },
        "type": "photo",
        "url": "https://t.co/zkmjN3HSlX"
      }
    ]
  },
  "card": null,
  "place": {},
  "entities": {
    "hashtags": [],
    "symbols": [],
    "urls": [
      {
        "display_url": "arxiv.org/pdf/2605.04808",
        "expanded_url": "https://arxiv.org/pdf/2605.04808",
        "indices": [
          1304,
          1327
        ],
        "url": "https://t.co/PjnGC5wKk9"
      },
      {
        "display_url": "decodingtrust-agent.com",
        "expanded_url": "https://decodingtrust-agent.com",
        "indices": [
          1357,
          1380
        ],
        "url": "https://t.co/aicipKMnig"
      },
      {
        "display_url": "discord.gg/V4fG6NcVc",
        "expanded_url": "https://discord.gg/V4fG6NcVc",
        "indices": [
          1399,
          1422
        ],
        "url": "https://t.co/8UyRjH6RqX"
      }
    ],
    "user_mentions": []
  },
  "quoted_tweet": null,
  "retweeted_tweet": null,
  "isLimitedReply": false,
  "communityInfo": null,
  "article": null
}