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
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
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
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-05-01 → 2027-06-30pendingMCP/A2A security advisory or CVE published for cross-vendor agent prompt injection or tool-permission flawHow: 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%
- 2026-06-01 → 2027-09-30pendingAgentic AI Foundation publishes formal interoperability conformance suite for MCPHow: 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%
- 2026-06-01 → 2027-12-31pendingDocumented multi-vendor agent failure causes financial loss >$10M at named enterpriseHow: 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%
- 2026-06-01 → 2027-12-31pendingStanford or comparable lab publishes paper measuring multi-vendor agent error rate >=30% in production-style benchmarksHow: 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%
- 2027-01-01 → 2029-06-30pendingCascade: Major regulator (EU, US) issues binding multi-agent safety/interoperability ruleHow: 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%
- 2027-06-01 → 2029-12-31pendingCascade: Insurance market for agent-incident liability emerges with named policies at top-3 carriersHow: 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?
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
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.550 | -0.079 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.550 | 0.050 | -0.069 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.550 | 0.050 | -0.068 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.550 | -0.054 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.046 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 248_040 Pausing AI will fail and only accelerate race dynamics. — Alex Wissner-Gross | 53.0% | 0.920 | 0.050 | -0.091 |
| prereq | 247_023 AI will be able to do everything a white collar worker does — Dave Blundin | 40.8% | 0.720 | 0.050 | -0.058 |
| prereq | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.920 | 0.050 | -0.045 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | -0.042 |
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | -0.014 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (10)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_015 | Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans. | Policy/Semis | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 244_019 | Peter's son won't need a driver's license in 2 years | Auto/Transport | — |
| prereq | 248_040 | Pausing AI will fail and only accelerate race dynamics. | AI | — |
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
Linked documents (9)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.614 | manifold | Will I use Hermes Agent for more than a week? | 36% | mentions | pending | 2026-05-09 |
| 0.565 | github_release | 1x-technologies/halodi-unity-package-registry-manager 1.0.4 | — | mentions | pending | 2023-08-29 |
| 0.565 | github_release | 1x-technologies/halodi-unity-package-creator 0.2.10 | — | mentions | pending | 2020-11-10 |
| 0.564 | github_release | 1x-technologies/halodi-unity-package-creator 0.2.5 | — | mentions | pending | 2020-05-30 |
| 0.556 | github_release | 1x-technologies/halodi-unity-package-registry-manager 0.0.6 | — | mentions | pending | 2020-06-11 |
| 0.553 | github_release | 1x-technologies/halodi-unity-package-registry-manager 0.1.3 | — | mentions | pending | 2020-10-22 |
| 0.546 | github_release | 1x-technologies/halodi-unity-package-creator 0.2.9 | — | mentions | pending | 2020-06-12 |
| 0.539 | github_release | 1x-technologies/halodi-unity-package-registry-manager 0.0.3 | — | mentions | pending | 2020-05-25 |
| 0.529 | polymarket | San Diego Padres vs. Philadelphia Phillies: O/U 7.5 | 53% | mentions | pending | 2026-06-02 |
Raw metadata
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"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",
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"expec
... (truncated)