Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.
Predictor: Dave Blundin · ep#248 "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248" · source
Prediction text
Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today. | It turns out that's not going to happen. The AI is improving so quickly that it the enhanced human being is completely irrelevant compared to the superhuman AI 2 years from today. The only way is coupling. The only way is coupling with AI.
Watch events: Neuralink human trial enrollment; first commercial BCI
Verbatim quote
It turns out that's not going to happen. The AI is improving so quickly that it the enhanced human being is completely irrelevant compared to the superhuman AI 2 years from today. The only way is coupling. The only way is coupling with AI.
Resolution evidence
Dave's 'BCI-irrelevant in 2y' claim (by April 2028). Neuralink currently ~14 human patients, not scaling to enhancement yet. AI superhuman claim may hit earlier. Prediction is directionally plausible but timing aggressive.
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
- 2026-06-01 → 2026-12-31pendingNeuralink PRIME study completes 30-patient enrollmentHow: Neuralink confirms 30 patients enrolled in PRIME feasibility studySource: https://neuralink.com/updates/ — Neuralink updates pageconf 85%
- 2026-06-01 → 2026-12-31pendingSynchron pivotal trial enrollment opens at 4+ U.S. sitesHow: Synchron registers and opens pivotal trial across ≥4 U.S. sitesSource: https://bciintel.com/state-of-bci-2026/conf 80%
- 2026-12-31pendingNeuralink begins high-volume BCI productionHow: Neuralink confirms initiation of high-volume production with automated surgical procedureSource: https://www.fiercebiotech.com/medtech/elon-musks-neuralink-kickstart-high-volume-production-brain-computer-interface-devicesconf 55%
- 2026-09-01 → 2027-12-31pendingFrontier AI capability index doubles vs Q1 2026How: GPQA/MMLU/SWE-bench composite or METR autonomy index ≥2x Q1 2026 frontier-model scoreSource: Epoch AI benchmark tracker, METR autonomy evalsconf 65%
- 2027-12-01 → 2028-12-31pendingBCI throughput remains <1% of frontier-AI inference rate by 2028How: Best published BCI bidirectional bandwidth (bits/sec) <1% of equivalent AI agent IO per published benchmarksSource: Nature Neuroscience BCI benchmarks, Anthropic/OpenAI agent autonomy evalsconf 70%Notes: Direct test of Blundin's claim — even at scale, BCI bandwidth lags AI inference by 100x+, supporting 'BCI-enhanced human still irrelevant'.
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 |
|---|---|---|---|---|---|
| prereq | SEM_016 Huawei will emerge as the unexpected victor in the 2026 chip — David Friedberg | 23.7% | 0.600 | 0.050 | -0.183 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.178 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.600 | +0.167 |
| prereq | SEM_014 Nvidia's Arizona-based TSMC factory successfully fabricated — Jensen Huang | 86.1% | 0.600 | 0.050 | +0.151 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.150 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 246_017 Europa Clipper will arrive at Jupiter in 2030, conducting 50 — Peter Diamandis | 37.7% | 0.650 | 0.050 | -0.111 |
| prereq | 247_035 Dario Amodei will solve most/all neurological diseases by en — Dario Amodei | 38.8% | 0.700 | 0.050 | -0.103 |
| prereq | 246_016 Dragonfly nuclear-powered octicopter arrives at Titan in 203 — Peter Diamandis | 35.6% | 0.650 | 0.050 | -0.089 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | -0.080 |
| prereq | 240_036 TEPCO's restarted reactor will support 20% of Japan's electr — Peter Diamandis | 34.3% | 0.650 | 0.050 | -0.076 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (58)
| 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_029 | Blackwell RTX PRO 5000 (72GB) engineered with 50% memory boost over previous generation — deliberate architectural concession for larger AI training. | Semis/Products | — |
| 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_020 | Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity. | Semis | — |
| prereq | SEM_024 | Memory stocks are THE primary beneficiary of the semiconductor growth cycle extending into 2026 ('Memory Wall' dominant constraint). | Semis/Markets | — |
| prereq | SEM_026 | Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM. | Semis/Products | — |
| prereq | SEM_031 | AI boom will cause severe cascading shortages in memory and GPUs — violently driving hardware prices up across enterprise and consumer segments. | Semis/Hardware | — |
| prereq | SEM_017 | TSMC will produce over 10M wafers/month total in 2026, including ~100K/mo at 2nm and ~200K/mo at 3nm. | Semis | — |
| prereq | SEM_028 | Main characters for semi institutional portfolios: Nvidia, Broadcom, and high-growth connectivity firms like Astera Labs. | Capital Markets | — |
| prereq | 246_005 | OpenAI and Anthropic IPOs will head toward $1 trillion valuations. | Markets/Stocks | — |
| prereq | SEM_019 | Samsung will produce 150,000 wafers/month in sub-7nm processes by 2026, serving as critical secondary Western supplier. | Semis | — |
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | SEM_023 | No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. | Semis/Markets | — |
| prereq | 230_006 | The frontier models will go dark — kept internal to benefit the labs in an all-out battle. | AI | — |
| prereq | 247_055 | Acquisition of small specialized AI teams for hundreds of millions will become common | AI | — |
| prereq | SEM_033 | AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas). | AI/Physics | — |
| prereq | 230_040 | AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly. | AI | — |
| prereq | SEM_018 | SMIC (China) projected at only 100,000 wafers/month of advanced-process capacity by 2026 — severe constraint forcing algorithmic bypasses. | Semis | — |
| prereq | 241_053 | AI chips are 2 kilowatts each - requires water cooling | AI | — |
| prereq | 246_037 | 50% of US data centers delayed, only 33% being built (due to chip/electrical equipment shortage and regulation). | AI | — |
| prereq | 232_043 | Corporate CEOs will soon mandate AI use in every job; AI-native enablers will get promoted and raises; others displaced. | Labor/Jobs | — |
| prereq | 233_005 | Interactive AI tutors with engaging personalities/avatars will arrive within about a year. | AI | — |
| prereq | 246_006 | OpenAI will IPO by end of 2026, Anthropic early-to-mid 2027 (may try end of 2026). | Markets/Stocks | — |
| prereq | SEM_025 | Morgan Stanley price target $250 for Nvidia — representing 32% upside from current levels. | Capital Markets | — |
| prereq | 247_030 | GPT-6 breakthroughs in science worth hundreds of billions to trillions | AI | — |
| prereq | 234_021 | OpenAI will launch consumer AI devices in 2027 | AI | — |
| prereq | 248_017 | Coding/chip design skills have a lifespan of a year at most before full commoditization. | Labor/Jobs | — |
| prereq | 240_016 | Everyone is underestimating the next year of AI improvements (more than 2x gain) | AI | — |
| prereq | 241_008 | AI research agents will be limited only by electricity, with potentially millions possible | AI | — |
| prereq | 232_053 | To create a new foundation model, entrepreneurs will need to raise $2 billion before reaching a product. | AI | — |
| prereq | 235_042 | OpenAI IPO shares could deliver a 50% pop in 6 months after IPO. | Markets/Stocks | — |
| prereq | 237_006 | Over the next year, consumers will realize local models are the way to go on privacy, speed, and limits. | AI | — |
| prereq | 237_015 | There will be significantly more AI claws/agents than humans within a typical organization. | Labor/Jobs | — |
| prereq | 240_019 | Post-transformer architecture will come out of left field within a year | AI | — |
| prereq | 240_041 | Consumer killer app tying compute to happiness must be invented within the next year | AI | — |
| prereq | 247_009 | Anthropic's implied valuation could reach $2 trillion in 2026 | AI | — |
| prereq | 248_006 | The Luna AI-managed store will be one of the best-managed stores in the world within a year. | AI | — |
| prereq | SEM_035 | World-class, AI-based mathematicians will emerge within a single year (by ~early 2027). | AI/Cognition | — |
| prereq | 232_044 | There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling. | AI | — |
| prereq | 229_026 | By next year (2027), Figure expects to show real general purpose capability inside the robot; possibly within months. | Robotics | — |
| prereq | 230_003 | AI model release cycles will move toward daily, then hourly, then minutely releases. | AI | — |
| prereq | 248_039 | Social license, not chips or compute, may be the true bottleneck to AI and will force expansion into space. | AI | — |
| prereq | 231_054 | Uncertain whether people will have any purpose at all a year from today. | Labor/Jobs | — |
| prereq | 235_037 | Auto-regressive transformers and diffusion models will consolidate into one unified architecture. | AI | — |
| prereq | 240_008 | NVIDIA export controls will get even more aggressive in coming months | Geopolitics | — |
| prereq | 235_015 | GPT5-caliber model could shrink to 30-40B parameters, potentially as low as 1-2B or millions. | AI | — |
| prereq | 231_003 | Multi-agent teaming scaling will emerge as new scaling dimension for frontier models. | 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 | SEM_016 | Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience. | Semis/Geopolitics | — |
| correlate | S_ASI_SLOW_2040PLUS | ASI slow: post-2040 / soft takeoff | asi_recursive_self_improvement | — |
| 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 | 247_035 | Dario Amodei will solve most/all neurological diseases by end of decade | Biotech/Longevity | — |
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
| prereq | 246_017 | Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa. | Space | — |
| prereq | 246_016 | Dragonfly nuclear-powered octicopter arrives at Titan in 2034. | Space | — |
| prereq | 240_036 | TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040 | Energy | — |
Linked documents (10)
Raw metadata
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"role": "Host",
"context": "the enhanced human being is completely irrelevant compared to the superhuman AI 2 years from today. The only way is coupling with AI.",
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"verbatim": "It turns out that's not going to happen. The AI is improving so quickly that it the enhanced human being is completely irrelevant compared to the superhuman AI 2 years from today. The only way is coupling. The only way is coupling with AI.",
"conv_cues": "only way is coupling",
"direction": "HAPPEN",
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"label": "Neuralink PRIME study completes 30-patient enrollment",
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"kind": "llm_pre_event",
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"kind": "llm_pre_event",
"label": "Neuralink begins high-volume BCI production",
"source": "https://www.fiercebiotech.com/medtech/elon-musks-neuralink-kickstart-high-volume-production-brain-computer-interface-devices",
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"source_url": "https://www.fiercebiotech.com/medtech/elon-musks-neuralink-kickstart-high-volume-production-brain-computer-interface-devices",
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"label": "AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly.",
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"weight": 0.5,
"ordinal": -7,
"source_id": "230_040",
"expected_date": "2027-02-23",
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},
{
"kind": "llm_pre_event",
"label": "Frontier AI capability index doubles vs Q1 2026",
"source": "Epoch AI benchmark tracker, METR autonomy evals",
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"weight": 0.4,
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"label": "Multi-agent te
... (truncated)