← Cockpit
241_013predictionAIAI-scaling

Agents from incompatible vendors combined will produce unpredictable effects

Predictor: Eric Schmidt · ep#241 "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage" · source

Prior probability
55.0%
Current probability
45.4%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

Agents from incompatible vendors combined will produce unpredictable effects | I've always been worried that when you put the agents together, especially if they're from non uh non-compatible vendors, you get unpredictable effects

Verbatim quote

From episode "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage"
I've always been worried that when you put the agents together, especially if they're from non uh non-compatible vendors, you get unpredictable effects

Predictor: Eric Schmidt

κ + Brier as of 2026-05-22
κ (discount)
0.688
Brier
0.0064
excellent
Hits / Misses
3 / 0
of 3 resolved
Hit rate
100.0%
Calibration plot (stated vs observed)

Evidence about this node from Eric Schmidt is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 45.4%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 4 fired ✓
  1. 2026-05-01 → 2027-06-30pendingMCP/A2A security advisory or CVE published for cross-vendor agent prompt injection or tool-permission flaw
    How: An MITRE CVE or similar major advisory issued specifically for an MCP, A2A, ANP, or Agora protocol vulnerability enabling cross-vendor agent compromise.
    Source: https://en.wikipedia.org/wiki/Model_Context_Protocolconf 70%
  2. 2026-06-01 → 2027-09-30pendingAgentic AI Foundation publishes formal interoperability conformance suite for MCP
    How: AAIF (Linux Foundation directed fund) releases an MCP conformance test suite, with vendor-pass listings, addressing cross-vendor compatibility concerns.
    Source: https://onereach.ai/blog/mcp-multi-agent-ai-collaborative-intelligence/conf 60%
  3. 2026-06-01 → 2027-12-31pendingDocumented multi-vendor agent failure causes financial loss >$10M at named enterprise
    How: Public disclosure (8-K filing, press release, security incident report) of a financial loss of $10M+ tied to interaction failure between agents from different vendors (e.g., OpenAI tool calling Anthropic agent via MCP/A2A).
    Source: https://arxiv.org/html/2602.11327v1conf 45%
  4. 2026-06-01 → 2027-12-31pendingStanford or comparable lab publishes paper measuring multi-vendor agent error rate >=30% in production-style benchmarks
    How: Peer-reviewed or arXiv paper quantifies error rate in heterogeneous-vendor agent collaboration at 30% or higher in dynamic environments (extending the existing Stanford finding).
    Source: https://arxiv.org/html/2505.02279v1conf 60%
  5. 2027-01-01 → 2029-06-30pendingCascade: Major regulator (EU, US) issues binding multi-agent safety/interoperability rule
    How: EU AI Act amendment, US executive order, or NIST directive specifically governs multi-vendor agent interactions (incident reporting, conformance, liability).
    Source: https://aetherlink.ai/en/blog/agentic-ai-multi-agent-orchestration-eu-compliance-guide-2026conf 50%
  6. 2027-06-01 → 2029-12-31pendingCascade: Insurance market for agent-incident liability emerges with named policies at top-3 carriers
    How: AIG, Chubb, Marsh, or Lloyds underwrites named multi-agent incident-liability policies; product launch covered by insurance trade press.
    Source: https://mlconference.ai/secure-multi-agent-systems/conf 45%

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 45%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-10T02:00:02Z45.4%-1.1pp
Network propagation: 46.5% → 45.4%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z46.5%-2.0pp
Network propagation: 48.5% → 46.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z48.5%-2.6pp
Network propagation: 51.2% → 48.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z51.2%-3.8pp
Network propagation: 55.0% → 51.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.550-0.079
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.5500.050-0.069
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.5500.050-0.068
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.550-0.054
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.550+0.046

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq248_040
Pausing AI will fail and only accelerate race dynamics.Alex Wissner-Gross
53.0%0.9200.050-0.091
prereq247_023
AI will be able to do everything a white collar worker does Dave Blundin
40.8%0.7200.050-0.058
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.9200.050-0.045
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050-0.042
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050-0.014

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
prereq248_040Pausing AI will fail and only accelerate race dynamics.AI
prereq247_023AI will be able to do everything a white collar worker does imminentlyAI
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks

Linked documents (9)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.614manifoldWill I use Hermes Agent for more than a week?36%mentionspending2026-05-09
0.565github_release1x-technologies/halodi-unity-package-registry-manager 1.0.4mentionspending2023-08-29
0.565github_release1x-technologies/halodi-unity-package-creator 0.2.10mentionspending2020-11-10
0.564github_release1x-technologies/halodi-unity-package-creator 0.2.5mentionspending2020-05-30
0.556github_release1x-technologies/halodi-unity-package-registry-manager 0.0.6mentionspending2020-06-11
0.553github_release1x-technologies/halodi-unity-package-registry-manager 0.1.3mentionspending2020-10-22
0.546github_release1x-technologies/halodi-unity-package-creator 0.2.9mentionspending2020-06-12
0.539github_release1x-technologies/halodi-unity-package-registry-manager 0.0.3mentionspending2020-05-25
0.529polymarketSan Diego Padres vs. Philadelphia Phillies: O/U 7.553%mentionspending2026-06-02

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=DpwmmXmzvfo",
  "mode": "PREDICTION",
  "role": "Guest-CEO",
  "context": "when you put the agents together... you get unpredictable effects",
  "to_year": 2026,
  "verbatim": "I've always been worried that when you put the agents together, especially if they're from non uh non-compatible vendors, you get unpredictable effects",
  "conv_cues": "worried",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "future",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "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": -4,
      "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": -3,
      "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": -2,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -1,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "event",
      "label": "Agents from incompatible vendors combined will produce unpredictable effects",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "241_013",
      "expected_date": "2026-06-17",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "MCP/A2A security advisory or CVE published for cross-vendor agent prompt injection or tool-permission flaw",
      "source": "https://en.wikipedia.org/wiki/Model_Context_Protocol",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2026-11-29",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-05-01"
      },
      "measurement_criterion": "An MITRE CVE or similar major advisory issued specifically for an MCP, A2A, ANP, or Agora protocol vulnerability enabling cross-vendor agent compromise."
    },
    {
      "kind": "llm_pre_event",
      "label": "Agentic AI Foundation publishes formal interoperability conformance suite for MCP",
      "source": "https://onereach.ai/blog/mcp-multi-agent-ai-collaborative-intelligence/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 2,
      "source_id": null,
      "confidence": 0.6,
      "expected_date": "2027-01-30",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2027-09-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "AAIF (Linux Foundation directed fund) releases an MCP conformance test suite, with vendor-pass listings, addressing cross-vendor compatibility concerns."
    },
    {
      "kind": "llm_pre_event",
      "label": "Documented multi-vendor agent failure causes financial loss >$10M at named enterprise",
      "source": "https://arxiv.org/html/2602.11327v1",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 3,
      "source_id": null,
      "confidence": 0.45,
      "expec
... (truncated)