There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling.

There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling. | We're going to have police agents and we're going to have defense agents. We're going to have entire forms of public health agents that are just monitoring the health of other agents. We've seen the beginnings of this already with partnerships between openclaw and antivirus firms ... every every baby agi deserves to be vaccinated. We're going to see we're going to see vaccination campaigns. We're going to see police campaigns and neighborhood safety campaigns

We're going to have police agents and we're going to have defense agents. We're going to have entire forms of public health agents that are just monitoring the health of other agents. We've seen the beginnings of this already with partnerships between openclaw and antivirus firms ... every every baby agi deserves to be vaccinated. We're going to see we're going to see vaccination campaigns. We're going to see police campaigns and neighborhood safety campaigns

Beneficiaries (24)

Adverse (6)

{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "Same idea with AI. We're going to have police agents and we're going to have defense agents. We're going to have entire forms of public health agents that are just monitoring the health of other agents. We've seen the beginnings of this already with partnerships between openclaw and antivirus firms where where there's a desire",
  "to_year": 2029,
  "verbatim": "We're going to have police agents and we're going to have defense agents. We're going to have entire forms of public health agents that are just monitoring the health of other agents. We've seen the beginnings of this already with partnerships between openclaw and antivirus firms ... every every baby agi deserves to be vaccinated. We're going to see we're going to see vaccination campaigns. We're going to see police campaigns and neighborhood safety campaigns",
  "conv_cues": "going to have; going to see",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "unspecified near-term",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Documented case of rogue AI agents collaborating to exploit systems",
      "source": "https://www.theregister.com/2026/03/12/rogue_ai_agents_worked_together/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.97,
      "source_url": "https://www.theregister.com/2026/03/12/rogue_ai_agents_worked_together/",
      "expected_date": "2026-03-12",
      "observed_date": "2026-03-12",
      "research_origin": "deep_research",
      "measurement_criterion": "Independent security researcher demonstrates agent-to-agent attack chain and publishes proof of concept"
    },
    {
      "kind": "llm_pre_event",
      "label": "Microsoft Defender / agentic AI security framework launches",
      "source": "https://www.microsoft.com/en-us/security/blog/2026/03/20/secure-agentic-ai-end-to-end/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.97,
      "source_url": "https://www.microsoft.com/en-us/security/blog/2026/03/20/secure-agentic-ai-end-to-end/",
      "expected_date": "2026-03-20",
      "observed_date": "2026-03-20",
      "research_origin": "deep_research",
      "measurement_criterion": "Microsoft formally launches end-to-end agentic AI security with monitoring of agent-to-agent behavior"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI ",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_029",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia
... (truncated)