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CYB_004predictionAIAAIF-interoperability-standards

The Agentic AI Foundation (AAIF) under the Linux Foundation — backed by Dorsey plus major cloud providers and AI labs — will establish vendor-neutral open-governance protocols for agent orchestration, ensuring critical 2030s infrastructure is not monop...

Predictor: Jack Dorsey

Prior probability
58.0%
Current probability
58.0%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
in_progress
Window
2026-01-01 – 2029-09-30
Edges in / out
0 / 0
Tickers exposed
13

Prediction text

The Agentic AI Foundation (AAIF) under the Linux Foundation — backed by Dorsey plus major cloud providers and AI labs — will establish vendor-neutral open-governance protocols for agent orchestration, ensuring critical 2030s infrastructure is not monopolized by a handful of centralized tech conglomerates. | AAIF v1.0 standard release

Key catalyst: AAIF v1.0 standard release

Watch events: AAIF standards publication; enterprise adoption metrics

Resolution evidence

Status: in_progress

AAIF formed under Linux Foundation 2025-2026; MCP, A2A, AG-UI protocols emerging as de-facto standards.

Predictor: Jack Dorsey

κ + Brier as of 2026-05-22
κ (discount)
0.722
Brier
0.0109
excellent
Hits / Misses
3 / 0
of 4 resolved
Hit rate
75.0%
Calibration plot (stated vs observed)

Evidence about this node from Jack Dorsey 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

0 prob_history rows
No probability history yet.

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: 3 fired ✓ · 5 pending
  1. 2026-01-15hitLinux Foundation announces formation of Agentic AI Foundation AAIF
    How: Linux Foundation publishes press release announcing AAIF as a directed fund
    Source: Linux Foundation press release / OpenAI / PRNewswireconf 99%
    Notes: HIT - the AAIF was formed inside the Linux Foundation. Block (Dorsey) contributed Goose; OpenAI contributed AGENTS.md; Anthropic contributed MCP.
  2. 2026-01-15hitAAIF launches with founding contributions of MCP goose and AGENTS.md
    How: AAIF formally hosts at least 3 founding open-source projects from major labs / fintechs
    Source: Linux Foundation / aaif.io launch announcementconf 99%
  3. 2026-04-30hitAAIF reaches 170 or more member organizations
    How: AAIF reports 170 or more paying / supporting member orgs
    Source: Linux Foundation 2026 events program announcementconf 95%
    Notes: HIT - AAIF reached 170 plus members in under 4 months.
  4. 2026-09-06pendingQ1 window check-in (25%)
  5. 2026-09-01 → 2027-12-31pendingAAIF v1.0 vendor-neutral protocol standard published
    How: AAIF publishes a formally versioned 1.0 specification under open-source license
    Source: AAIF technical roadmap / aaif.io documentationconf 75%
  6. 2027-05-12pendingQ2 window check-in (50%)
  7. 2028-01-15pendingQ3 window check-in (75%)
  8. 2027-06-01 → 2029-09-30pending3 or more hyperscalers ship native AAIF protocol support in production agent platforms
    How: Three of AWS Bedrock Azure AI Foundry Google Vertex AI Agents IBM watsonx.ai ship documented production support for AAIF-standard MCP / AGENTS.md / goose protocol surfaces
    Source: Hyperscaler product release notesconf 65%
    Notes: Cascade - operationalizes critical 2030s infrastructure not monopolized end-state.

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 58%)

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

No probability history yet. The first evidence will arrive via /api/intake or the daily milestone sweep / weekly LBP run.

Network propagation neighbors

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

No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.

Ticker exposure

13 ticker(s) linked

Beneficiaries (13)

AIBBAIGTLBNVDASOUNIBMMETAMSFTSHOPAMZNORCLGOOGLPLTR

Prerequisites (0)

Predictions that must hit first
TypePredTitleDomainLag
No prerequisites

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importAAIF formed under Linux Foundation 2025-2026; MCP, A2A, AG-UI protocols emerging as de-facto standards.

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.589arxivTabCF: Distributional Control Function Estimation with Tabular Foundation Modelsmentionspending2026-05-07
0.573github_releasefacebookresearch/faiss v1.11.0mentionspending2025-04-25

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "FORECAST",
  "role": "Cited-CEO",
  "context": "Dorsey's decentralization architectural philosophy extending from BlueSky/Nostr social-protocol work into agent infrastructure. Couples with AI_028 (Bitchat BLE mesh), 248_008 (Block flattening).",
  "to_year": 2029,
  "conv_cues": "named foundation; explicit infrastructure framing",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026-2029",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Linux Foundation announces formation of Agentic AI Foundation AAIF",
      "notes": "HIT - the AAIF was formed inside the Linux Foundation. Block (Dorsey) contributed Goose; OpenAI contributed AGENTS.md; Anthropic contributed MCP.",
      "source": "Linux Foundation press release / OpenAI / PRNewswire",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.linuxfoundation.org/press/linux-foundation-announces-the-formation-of-the-agentic-ai-foundation",
      "expected_date": "2026-01-15",
      "observed_date": "2026-01-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Linux Foundation publishes press release announcing AAIF as a directed fund"
    },
    {
      "kind": "llm_pre_event",
      "label": "AAIF launches with founding contributions of MCP goose and AGENTS.md",
      "source": "Linux Foundation / aaif.io launch announcement",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://aaif.io/press/linux-foundation-announces-the-formation-of-the-agentic-ai-foundation-aaif-anchored-by-new-project-contributions-including-model-context-protocol-mcp-goose-and-agents-md/",
      "expected_date": "2026-01-15",
      "observed_date": "2026-01-15",
      "research_origin": "deep_research",
      "measurement_criterion": "AAIF formally hosts at least 3 founding open-source projects from major labs / fintechs"
    },
    {
      "kind": "llm_pre_event",
      "label": "AAIF reaches 170 or more member organizations",
      "notes": "HIT - AAIF reached 170 plus members in under 4 months.",
      "source": "Linux Foundation 2026 events program announcement",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.linuxfoundation.org/press/agentic-ai-foundation-announces-global-2026-events-program-anchored-by-agntcon-mcpcon-north-america-and-europe",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "AAIF reports 170 or more paying / supporting member orgs"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-09-06",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "AAIF v1.0 vendor-neutral protocol standard published",
      "source": "AAIF technical roadmap / aaif.io documentation",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.75,
      "source_url": "https://aaif.io/",
      "expected_date": "2027-05-02",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2026-09-01"
      },
      "measurement_criterion": "AAIF publishes a formally versioned 1.0 specification under open-source license"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2027-05-12",
      "observed_date": null
    },
    {
      "kind": "quartile_checkpoin
... (truncated)