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247_055predictionAIAI-scaling

Acquisition of small specialized AI teams for hundreds of millions will become common

Predictor: Dave Blundin · ep#247 "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247" · source

Prior probability
65.0%
Current probability
49.9%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
in_progress
Window
2027-06-01 – 2027-06-30
Edges in / out
17 / 5
Tickers exposed
37

Prediction text

Acquisition of small specialized AI teams for hundreds of millions will become common | you're going to see a lot more of these deals actually...you're going to see a lot of these deals where it's got to be the right 10 people working on the right thing

Verbatim quote

From episode "Elon Musk vs. Sam Altman, AI Job Loss, and OpenAI's $852B Valuation EP #247"
you're going to see a lot more of these deals actually...you're going to see a lot of these deals where it's got to be the right 10 people working on the right thing

Resolution evidence

Status: in_progress

Small-team AI acqui-hires for hundreds of millions — already happening (Inflection→Microsoft, Adept→Amazon, Scale AI→Meta, Character.AI→Google).

Predictor: Dave Blundin

κ + Brier as of 2026-05-22
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
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

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 65%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 49.9%

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: 5 fired ✓ · 5 pending
  1. 2026-04-01 → 2027-06-30pendingAt least 3 new AI-team acqui-hires above $500M total deal value
    How: Three or more new acqui-hire / pseudo-acquisition deals announced where Big Tech absorbs an AI team of <30 people for headline value >=$500M (in style of Inflection, Adept, Character.AI)
    Source: https://ff.co/ai-acquihires/conf 85%
    Notes: Pattern already established by Microsoft-Inflection $650M, Google-Character.AI $2.7B, Amazon-Adept. 2024-2025 trend continues.
  2. 2026-04-01 → 2027-12-31pendingFTC or DOJ closes acqui-hire merger-review loophole
    How: FTC or DOJ issues final rule, guidance, or court win materially expanding HSR-equivalent review to license-plus-talent acqui-hire deals
    Source: https://markets.financialcontent.com/stocks/article/marketminute-2026-1-23-the-great-talent-heist-how-2024s-ai-acqui-hires-rewrote-the-rules-of-big-tech-m-and-aconf 45%
    Notes: FTC + DOJ working on loophole closure throughout 2025. Final action timing uncertain.
  3. 2026-06-01 → 2027-12-31pendingSpecialized small-team AI acqui-hire crosses $5B+ headline value
    How: Single Big Tech absorption of <30-person AI team announces total deal value (cash + equity + license) >=$5B
    Source: https://www.heavybit.com/library/article/the-acqui-hire-is-no-longer-a-distress-saleconf 40%
    Notes: Cascade — Character.AI $2.7B is current ceiling. $5B+ would mark phase shift to 'team is the moat.'
  4. 2026-06-01 → 2027-12-31pendingTop-50 AI researchers individually compensated >$100M/year market rate
    How: Multiple credible reports (The Information, Bloomberg, WSJ) document standard offer to senior AI researchers at OpenAI/Anthropic/DeepMind/Meta tier including >=$100M/yr total comp
    Source: https://www.getclera.com/blog/acqui-hires-big-tech-talent-acquisitionconf 70%
    Notes: Meta superintelligence team offers reportedly >$100M signing bonuses already in 2024-2025. Pattern likely extends.

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: 50%)

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
LBP2026-05-10T02:00:02Z49.9%-1.6pp
Network propagation: 51.5% → 49.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z51.5%-3.1pp
Network propagation: 54.6% → 51.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z54.6%-3.9pp
Network propagation: 58.5% → 54.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z58.5%-6.5pp
Network propagation: 65.0% → 58.5%
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
prereqSEM_016
Huawei will emerge as the unexpected victor in the 2026 chipDavid Friedberg
23.7%0.6500.050-0.302
prereqSEM_018
SMIC (China) projected at only 100,000 wafers/month of advanSMIC (All-In Podcast analysis)
47.0%0.6500.050-0.147
prereqSEM_019
Samsung will produce 150,000 wafers/month in sub-7nm processSamsung (All-In Podcast analysis)
54.6%0.6500.050-0.106
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.650+0.091
prereqSEM_028
Main characters for semi institutional portfolios: Nvidia, BJoseph Moore
60.5%0.6500.050-0.080

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050-0.047
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050-0.017
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050+0.014
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.9200.050-0.007
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.003

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (17)

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_029Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training.Semis/Products
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_024Memory stocks are THE primary beneficiary of the semiconductor growth cycle extending into 2026 ('Memory Wall' dominant constraint).Semis/Markets
prereqSEM_031AI boom will cause severe cascading shortages in memory and GPUs — violently driving hardware prices up across enterprise and consumer segments.Semis/Hardware
prereqSEM_017TSMC will produce over 10M wafers/month total in 2026, including ~100K/mo at 2nm and ~200K/mo at 3nm.Semis
prereqSEM_028Main characters for semi institutional portfolios: Nvidia, Broadcom, and high-growth connectivity firms like Astera Labs.Capital Markets
prereqSEM_019Samsung will produce 150,000 wafers/month in sub-7nm processes by 2026, serving as critical secondary Western supplier.Semis
prereqSEM_018SMIC (China) projected at only 100,000 wafers/month of advanced-process capacity by 2026 — severe constraint forcing algorithmic bypasses.Semis
prereqSEM_016Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience.Semis/Geopolitics
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
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
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI

Linked documents (2)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.655gdeltgoogle ai deal pentagon.htmlmentionspending2026-04-30
0.554manifoldWhat ARML Team Will I Make?mentionspending2026-05-03

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=5ak26W2YNRY",
  "mode": "FORECAST",
  "role": "Host",
  "context": "you're going to see a lot more of these deals actually",
  "to_year": 2028,
  "verbatim": "you're going to see a lot more of these deals actually...you're going to see a lot of these deals where it's got to be the right 10 people working on the right thing",
  "conv_cues": "going to see a lot",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "Near-term",
  "conv_level": "HIGH",
  "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": -10,
      "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": -9,
      "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": -8,
      "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": -7,
      "source_id": "SEM_029",
      "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": -6,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_016",
      "expected_date": "2026-08-10",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "At least 3 new AI-team acqui-hires above $500M total deal value",
      "notes": "Pattern already established by Microsoft-Inflection $650M, Google-Character.AI $2.7B, Amazon-Adept. 2024-2025 trend continues.",
      "source": "https://ff.co/ai-acquihires/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://ff.co/ai-acquihires/",
      "expected_date": "2026-11-14",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-04-01"
      },
      "measurement_criterion": "Three or more new acqui-hire / pseudo-acquisition deals announced where Big Tech absorbs an AI team of <30 people for headline value >=$500M (in style of Inflection, Adept, Character.AI)"
    },
    {
      "kind": "llm_pre_event",
      "label": "FTC or DOJ closes acqui-hire merger-review loophole",
      "notes": "FTC + DOJ working on loophole closure throughout 2025. Final action timing uncertain.",
      "source": "https://markets.financialcontent.com/stocks/article/marketminute-2026-1-23-the-great-talent-heist-how-2024s-ai-acqui-hires-rewrote-the-rules-of-big-tech-m-and-a",
      "status": "pending",
      "weight"
... (truncated)