Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training.
Predictor: Nvidia
Prediction text
Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training. | Rubin memory spec reveal
Key catalyst: Rubin memory spec reveal
Watch events: Blackwell Ultra / Rubin successor memory capacity specs
Resolution evidence
Nvidia RTX PRO 5000 Blackwell SKU launched Q1 2026 with 72GB GDDR7 — official Nvidia specifications confirm memory-capacity focus.
Predictor: Nvidia
Calibration plot (stated vs observed)
Evidence about this node from Nvidia 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
- 2026-01-30overdueQ1 window check-in (25%)
- 2026-03-01overdueQ2 window check-in (50%)
- 2026-03-30overdueQ3 window check-in (75%)
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
Raw metadata
{
"source": "backfill_resolution_history.py",
"status": "hit",
"bayesian_v2": false,
"outcome_prob": 1,
"evidence_kind": "resolution_terminal",
"posterior_prob": 1,
"delta_to_outcome": 0.17457,
"inside_posterior": 0.82543,
"validation_notes": "Nvidia RTX PRO 5000 Blackwell SKU launched Q1 2026 with 72GB GDDR7 — official Nvidia specifications confirm memory-capacity focus.",
"validation_status": "hit",
"pre_resolution_prob": 0.82543,
"resolution_evidence": "Nvidia RTX PRO 5000 Blackwell SKU launched Q1 2026 with 72GB GDDR7 — official Nvidia specifications confirm memory-capacity focus.",
"does_not_update_current_prob": true
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 247_023 AI will be able to do everything a white collar worker does — Dave Blundin | 40.8% | 0.720 | 0.050 | +0.166 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | +0.158 |
| prereq | 242_023 World will have 10x more wealth around 2034-2036 — Dave Blundin | 34.2% | 0.600 | 0.050 | +0.138 |
| prereq | 232_057 First person to arrive on moon/Mars will find bed made by Op — Dave Blundin | 34.8% | 0.600 | 0.050 | +0.132 |
| prereq | 248_033 Superhuman AI will make BCI-enhanced humans irrelevant compa — Dave Blundin | 36.7% | 0.600 | 0.050 | +0.113 |
Ticker exposure
Beneficiaries (24)
Adverse (4)
Prerequisites (3)
Dependents (56)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 230_006 | The frontier models will go dark — kept internal to benefit the labs in an all-out battle. | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
| prereq | 231_035 | SpaceX/Elon will consume all their launch capacity for Starlink, leaving other providers constrained. | Space | — |
| prereq | 247_055 | Acquisition of small specialized AI teams for hundreds of millions will become common | AI | — |
| prereq | 231_029 | Millisecond real-time dispute resolution will replace current court systems. | Other | — |
| prereq | 231_038 | TSMC fabs will come online in 5-6-7 years; Elon won't wait that long. | AI | — |
| prereq | 242_023 | World will have 10x more wealth around 2034-2036 | Macro/Economy | — |
| prereq | 242_033 | Companies will race to 80% token spend / 20% salary; good by 2030-2032 | Labor/Jobs | — |
| prereq | 247_030 | GPT-6 breakthroughs in science worth hundreds of billions to trillions | AI | — |
| prereq | 246_010 | SpaceX/XAI/Tesla will be the first $100 trillion company within 5 years. | Markets/Stocks | — |
| prereq | 247_020 | Jobs will go up, not down by 2030 post-AI adjustment | Labor/Jobs | — |
| prereq | 232_051 | Amazon's satellite construction outpaces launch capacity; duopoly between Starlink and Amazon LEO. | Space | — |
| prereq | 232_057 | First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration. | Robotics | — |
| prereq | 248_016 | ASI is imminent; access to top AI models will be closed down in a couple of years. | AI | — |
| prereq | 230_024 | Under a certain age (40-50) life expectancy is infinity due to longevity escape velocity. | Biotech/Longevity | — |
| prereq | 234_021 | OpenAI will launch consumer AI devices in 2027 | AI | — |
| prereq | 248_015 | Princeton CS brains will be a complete commodity two years from today post-ASI. | Labor/Jobs | — |
| prereq | 247_060 | Anthropic will win over OpenAI via better/smarter AI regardless of installed base | AI | — |
| prereq | 248_017 | Coding/chip design skills have a lifespan of a year at most before full commoditization. | Labor/Jobs | — |
| prereq | 230_005 | Two years from now, best AI will not be freely accessible — it will be withheld citing security/safety. | AI | — |
| prereq | 241_003 | Human-like computer agents NOT achievable within a year or two - science doesn't exist yet | AI | — |
| prereq | 242_005 | Starship launch cadence will reach one every 5.3 minutes (274/day) | Space | — |
| prereq | 248_033 | Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. | AI | — |
| prereq | 232_050 | Discovery of new physics will soon unlock atom-by-atom construction for building compute off-Earth. | AI | — |
| prereq | 247_018 | First version of social contract will be politicians writing checks in next election | Macro/Economy | — |
| prereq | 242_016 | TV ad campaign against human driving in 3-5 years will drive voting to ban it | Auto/Transport | — |
| prereq | 230_017 | Self-driving will become the norm; manual driving will become uncool, then illegal (Smoking-ban analogy). | Auto/Transport | — |
| prereq | 248_006 | The Luna AI-managed store will be one of the best-managed stores in the world within a year. | AI | — |
| prereq | 235_026 | Snapchat cannot sit still and expect to exist in 3 years. | Media/Ads | — |
| prereq | 232_053 | To create a new foundation model, entrepreneurs will need to raise $2 billion before reaching a product. | AI | — |
| prereq | 241_008 | AI research agents will be limited only by electricity, with potentially millions possible | AI | — |
| prereq | 246_043 | Earth limited by ASML and constraints to 3-5 years before mining/constructing moves to space. | Space | — |
| prereq | 231_024 | Ground-up society simulations are complete nonsense so far, but not far in the future. | AI | — |
| prereq | 242_011 | New non-lithography semiconductor techniques discovered within 1-2 years, manufactured at scale in 5-7 years | AI | — |
| prereq | 235_001 | Anthropic will be first company to hit $1 trillion in revenue by 2029-2030. | AI | — |
| prereq | 247_052 | AI enters government in 2-4 years will allow thoughtful UBI programs later | Macro/Economy | — |
| prereq | 231_017 | A major supply chain attack from untrusted open-weight code generation models is absolutely a threat vector. | AI | — |
| prereq | 231_054 | Uncertain whether people will have any purpose at all a year from today. | Labor/Jobs | — |
| prereq | 232_044 | There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling. | AI | — |
| prereq | 232_046 | SpaceX will build a system that allows anyone to travel to moon and Mars after Starship V3 flies repeatedly. | Space | — |
| prereq | 234_013 | Extrapolating Anthropic growth, they will hit $1 trillion revenue in 2029 | Markets/Stocks | — |
| prereq | 238_051 | If Anthropic grows 10x year-over-year two more years, it reaches $2.6T revenue (implying quadrillion-dollar valuation) | Markets/Stocks | — |
| prereq | 238_070 | Small language models will be where most algorithmic breakthroughs come from (crowdsourced) | AI | — |
| prereq | 246_011 | Elon will feel Grok is ready to take over as CEO in next few years. | AI | — |
| prereq | 230_003 | AI model release cycles will move toward daily, then hourly, then minutely releases. | AI | — |
| prereq | 245_028 | Colossal's models and approach to synthetic biology will apply broadly to the field | Biotech/Longevity | — |
| prereq | 242_038 | Humans will land on the moon again in 2-3 years via Starship | Space | — |
| prereq | 230_007 | Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as robots. | Robotics | — |
| prereq | 235_037 | Auto-regressive transformers and diffusion models will consolidate into one unified architecture. | AI | — |
| prereq | 235_018 | Single-person conglomerates with agents running businesses will be common in ~5 years. | Labor/Jobs | — |
| prereq | 235_015 | GPT5-caliber model could shrink to 30-40B parameters, potentially as low as 1-2B or millions. | AI | — |
| prereq | 247_026 | Anthropic may be first Frontier Lab to generate $1 trillion in revenue via enterprise agents | AI | — |
| prereq | 237_019 | Code generation models are pushing development in the direction of TypeScript instead of Rust for memory safety. | AI | — |
| prereq | 233_008 | Public school adoption of Alpha model will take place in the second decade, not the first. | Education | — |
| prereq | 231_003 | Multi-agent teaming scaling will emerge as new scaling dimension for frontier models. | AI | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2026-12-31 | [Capability 2026-12] [SEM_029] Blackwell Ultra / Rubin successor memory capacity specs [CMQ_027] Hyperscaler inference revenue mix; token-consumption growth rates; NVIDIA inference-optimized produc [CMQ_043] Agentic workload laten | pending |
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | hit | thesis_timeline_v1.0_import | Nvidia RTX PRO 5000 Blackwell SKU launched Q1 2026 with 72GB GDDR7 — official Nvidia specifications confirm memory-capacity focus. |
Linked documents (4)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.585 | arxiv | MemoryCard: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering | — | mentions | pending | 2026-06-04 |
| 0.576 | fda | FDA BLA761467: KEYTRUDA QLEX (PEMBROLIZUMAB) — MERCK SHARP DOHME | — | mentions | pending | 2026-05-12 |
| 0.569 | fda | FDA NDA215256: WEGOVY (SEMAGLUTIDE) — NOVO | — | mentions | pending | 2026-05-05 |
| 0.528 | edgar_8k | Phillips 66 (PSX) (CIK 0001534701) | — | mentions | pending | 2026-05-14 |
Raw metadata
{
"nia": false,
"qty": "72GB, 50% memory boost",
"mode": "FORECAST",
"role": "Cited-Executive",
"context": "Blackwell RTX PRO 5000 72GB represents architectural shift toward onboard memory to bypass bandwidth bottleneck on larger models.",
"to_year": 2026,
"conv_cues": "specifically engineered; deliberate architectural concession",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "2026",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2026-01-30",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q2 window check-in (50%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -2,
"source_id": null,
"expected_date": "2026-03-01",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "quartile_checkpoint",
"label": "Q3 window check-in (75%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2026-03-30",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "event",
"label": "Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI ",
"status": "hit",
"weight": 1,
"ordinal": 0,
"source_id": "SEM_029",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "cascade",
"label": "AI model release cycles will move toward daily, then hourly, then minutely releases.",
"status": "pending",
"weight": 0.5,
"ordinal": 1,
"source_id": "230_003",
"expected_date": "2027-06-24",
"observed_date": null
},
{
"kind": "cascade",
"label": "The frontier models will go dark — kept internal to benefit the labs in an all-out battle.",
"status": "pending",
"weight": 0.5,
"ordinal": 2,
"source_id": "230_006",
"expected_date": "2027-06-24",
"observed_date": null
},
{
"kind": "cascade",
"label": "Two years from now, best AI will not be freely accessible — it will be withheld citing security/safety.",
"status": "pending",
"weight": 0.5,
"ordinal": 3,
"source_id": "230_005",
"expected_date": "2028-08-10",
"observed_date": null
},
{
"kind": "cascade",
"label": "Self-driving will become the norm; manual driving will become uncool, then illegal (Smoking-ban analogy).",
"status": "pending",
"weight": 0.5,
"ordinal": 4,
"source_id": "230_017",
"expected_date": "2029-04-11",
"observed_date": null
},
{
"kind": "cascade",
"label": "Lobsters (agentic AIs) will ultimately gain first-class physical embodiment as robots.",
"status": "pending",
"weight": 0.5,
"ordinal": 5,
"source_id": "230_007",
"expected_date": "2030-06-20",
"observed_date": null
},
{
"kind": "cascade",
"label": "Under a certain age (40-50) life expectancy is infinity due to longevity escape velocity.",
"status": "pending",
"weight": 0.5,
"ordinal": 6,
"source_id": "230_024",
"expected_date": "2063-06-17",
"observed_date": null
}
],
"repeat_eps": 1,
"sub_domain": "Products",
"affiliation": "NVIDIA",
"attribution": "FIRST_PERSON",
"granularity": "YEAR",
"resolved_at": "2026-04-29T22:23:18.062417+00:00",
"source_refs
... (truncated)