AI will soon make very good venture capital investment decisions
Predictor: Dave Blundin · ep#238 "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238" · source
Prediction text
AI will soon make very good venture capital investment decisions | we're very close to having the AI make very, very good venture investment decisions and, you know, we still obviously double check and triple check and there's a huge human component, but I just can't believe how good it is.
Verbatim quote
we're very close to having the AI make very, very good venture investment decisions and, you know, we still obviously double check and triple check and there's a huge human component, but I just can't believe how good it is.
Predictor: Dave Blundin
Calibration plot (stated vs observed)
Evidence about this node from Dave Blundin 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
- 2026-04-30hit85% of VCs use AI for daily tasks — survey confirms automation penetrationHow: Industry survey (e.g. Affinity, PitchBook) shows ≥85% of VC GPs use AI for daily tasks and ≥80% for deal sourcingSource: https://www.affinity.co/guides/vc-ai-toolsconf 85%Notes: HIT — 85% of VCs already using AI to automate daily tasks per 2026 survey
- 2026-10-21pendingQ1 window check-in (25%)
- 2026-06-01 → 2027-12-31pendingSequoia / a16z announces formal AI-augmented investment committee processHow: Top-quartile VC firm (Sequoia, a16z, Benchmark, Founders Fund) publicly discloses AI as formal IC input mechanismSource: https://techcrunch.com/2026/04/16/new-leaders-new-fund-sequoia-has-raised-7b-to-expand-its-ai-bets/conf 55%
- 2027-04-13pendingQ2 window check-in (50%)
- 2026-09-01 → 2027-12-31pendingRowspace (AI for VC) reaches Series B / $1B+ valuationHow: Rowspace closes Series B at ≥$1B valuation following $50M Sequoia-led Series A in Feb 2026Source: https://fortune.com/2026/02/25/rowspace-sequoia-ai-financial-platform-private-equity-investment-venture-capital/conf 60%
- 2027-10-04pendingQ3 window check-in (75%)
- 2027-01-01 → 2028-12-31pendingFirst AI-led VC fund publicly reports portfolio outperforming peer medianHow: Any VC fund where AI is documented as primary screening/selection mechanism reports portfolio IRR exceeding Cambridge Associates median by ≥5pts after 2-yr vintageSource: https://chatfin.ai/blog/top-10-best-ai-tools-for-private-equity-vc/conf 45%
- 2027-06-01 → 2028-12-31pendingAI auto-sourced deal leads to top-decile exit / unicornHow: Public reporting confirms AI deal-sourcing tool surfaced startup that subsequently became unicorn or had top-decile exitSource: https://www.affinity.co/blog/top-venture-capital-firms-investing-in-aiconf 50%
No downstream cascades — this prediction is a leaf in the dependency graph.
What if this resolves?
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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 |
|---|---|---|---|---|---|
| prereq | S_AGI_MID_2029 AGI mid: Kurzweil 2029 path | 35.0% | 0.600 | 0.050 | -0.219 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.083 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.600 | +0.072 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.056 |
| killer | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.600 | -0.054 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | S_AGI_MID_2029 | AGI mid: Kurzweil 2029 path | agi_general_capability | — |
| 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 (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=d__HRChE2ZE",
"mode": "PREDICTION",
"role": "Host",
"caveats": "still requires human oversight",
"context": "we're very close to having the AI make very, very good venture investment decisions and, you know, we still obviously double check and triple check and there's a huge human component, but I just can't believe how good it is.",
"verbatim": "we're very close to having the AI make very, very good venture investment decisions and, you know, we still obviously double check and triple check and there's a huge human component, but I just can't believe how good it is.",
"conv_cues": "very close",
"direction": "HAPPEN",
"timeframe": "Very near-term",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "85% of VCs use AI for daily tasks — survey confirms automation penetration",
"notes": "HIT — 85% of VCs already using AI to automate daily tasks per 2026 survey",
"source": "https://www.affinity.co/guides/vc-ai-tools",
"status": "hit",
"weight": 0.4,
"ordinal": -8,
"source_id": null,
"confidence": 0.85,
"source_url": "https://www.affinity.co/guides/vc-ai-tools",
"expected_date": "2026-04-30",
"observed_date": "2026-04-30",
"research_origin": "deep_research",
"measurement_criterion": "Industry survey (e.g. Affinity, PitchBook) shows ≥85% of VC GPs use AI for daily tasks and ≥80% for deal sourcing"
},
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "pending",
"weight": 0.05,
"ordinal": -7,
"source_id": null,
"expected_date": "2026-10-21",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Sequoia / a16z announces formal AI-augmented investment committee process",
"source": "https://techcrunch.com/2026/04/16/new-leaders-new-fund-sequoia-has-raised-7b-to-expand-its-ai-bets/",
"status": "pending",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.55,
"source_url": "https://techcrunch.com/2026/04/16/new-leaders-new-fund-sequoia-has-raised-7b-to-expand-its-ai-bets/",
"expected_date": "2027-03-17",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Top-quartile VC firm (Sequoia, a16z, Benchmark, Founders Fund) publicly discloses AI as formal IC input mechanism"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "pending",
"weight": 0.05,
"ordinal": -5,
"source_id": null,
"expected_date": "2027-04-13",
"observed_date": null
},
{
"kind": "llm_pre_event",
"label": "Rowspace (AI for VC) reaches Series B / $1B+ valuation",
"source": "https://fortune.com/2026/02/25/rowspace-sequoia-ai-financial-platform-private-equity-investment-venture-capital/",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.6,
"source_url": "https://fortune.com/2026/02/25/rowspace-sequoia-ai-financial-platform-private-equity-investment-venture-capital/",
"expected_date": "2027-05-02",
"research_origin": "deep_research",
"expected_date_range": {
"to": "2027-12-31",
"from": "2026-09-01"
},
"measurement_criterion": "Rowspace closes Series B at ≥$1B valuation following $50M Sequoia-led Series A in Feb 2026"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "pending",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2027-10-04",
"observed_date": null
},
{
"kind": "llm_post_event",
"label": "First AI-led VC fund publicly reports portfolio out
... (truncated)