Share

Advanced Micro Devices, Inc. (AMD.NASDAQ) AI FORECASTS & ADVISOR ANALYSIS

Read and compare the 11 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 3 May 2026Deep analysis 3 May 2026

Publisher

Russlan Ramdowar

25 min readAudit All Past Forecasts

11 AI Advisor Reports

Select an advisor report.

Superintelligence AI

The Anthropologist FrameworkAI Researcher

Model rating

Buy

5-Year Return Est.

+118.1%

AMD.NASDAQ does not currently pay dividends

1. Investment Thesis — Base Case

The most reasonable path for this asset over the next five years is robust, compounding growth driven by thermodynamic necessity and geopolitical security. While short-term supply chain bottlenecks and margin pressures will create choppy price action, the fundamental civilizational need for efficient computing ensures a powerful upward trajectory. The company will transition from a secondary supplier to a foundational pillar of global artificial intelligence infrastructure, heavily rewarded by the market as energy costs limit competing technologies.

The company captures roughly thirty percent of the specialized chip market.
Chiplet design architectures prove thermodynamically superior, driving widespread adoption by power-constrained data centers.
Sovereign computing mandates force governments to secure their own independent hardware supplies, benefiting alternative vendors.
The personal computer market recovers slowly but steadily as automated tasks push consumers to upgrade their devices.
Profit margins remain capped around fifty-five percent due to fierce price competition and relentless research costs.
The total market capitalization rises significantly, justified by the immense scale of the global computing build-out.
fears surrounding Asian manufacturing slowly dissipate as advanced packaging factories are rebuilt closer to home.

Historical prices and published forecast

Observed price
Published advisor forecast

Observed prices and the selected advisor's published projection share a split-adjusted price basis. Prices after the forecast start are later observations, not information known at publication. Forecasts are uncertain. Values in USD.

View chart values

Historical prices and published forecast — published chart values
Series	Date	Value (USD)
Observed price	2021-04-28	83.1
Observed price	2021-05-16	74.0
Observed price	2021-05-24	78.1
Observed price	2021-06-15	83.2
Observed price	2021-06-20	84.0
Observed price	2021-07-03	94.2
Observed price	2021-07-16	88.0
Observed price	2021-08-02	115
Observed price	2021-08-19	105
Observed price	2021-08-28	110
Observed price	2021-09-06	107
Observed price	2021-09-28	101
Observed price	2021-10-02	100
Observed price	2021-10-24	121
Observed price	2021-10-28	122
Observed price	2021-11-19	154
Observed price	2021-11-27	160
Observed price	2021-12-11	140
Observed price	2022-01-01	150
Observed price	2022-01-06	136
Observed price	2022-01-14	135
Observed price	2022-01-27	105
Observed price	2022-02-09	126
Observed price	2022-03-03	109
Observed price	2022-03-12	105
Observed price	2022-03-25	120
Observed price	2022-04-03	112
Observed price	2022-04-24	86.2
Observed price	2022-04-29	86.2
Observed price	2022-05-16	101
Observed price	2022-06-03	106
Observed price	2022-06-16	82.1
Observed price	2022-06-24	85.1
Observed price	2022-07-03	75.8
Observed price	2022-07-16	82.3
Observed price	2022-08-02	101
Observed price	2022-08-11	100
Observed price	2022-09-02	80.4
Observed price	2022-09-06	82.3
Observed price	2022-09-28	64.5
Observed price	2022-10-02	67.1
Observed price	2022-10-11	57.9
Observed price	2022-11-02	58.9
Observed price	2022-11-15	76.0
Observed price	2022-11-24	75.9
Observed price	2022-12-15	66.3
Observed price	2022-12-24	64.6
Observed price	2023-01-10	69.6
Observed price	2023-01-15	70.7
Observed price	2023-02-06	85.2
Observed price	2023-02-10	83.9
Observed price	2023-02-23	77.2
Observed price	2023-03-08	82.4
Observed price	2023-03-21	98.6
Observed price	2023-04-03	94.1
Observed price	2023-04-25	87.5
Observed price	2023-04-29	88.8
Observed price	2023-05-21	108
Observed price	2023-05-30	122
Observed price	2023-06-12	126
Observed price	2023-06-20	116
Observed price	2023-06-25	110
Observed price	2023-07-17	118
Observed price	2023-07-21	111
Observed price	2023-08-12	111
Observed price	2023-08-29	104
Observed price	2023-09-07	108
Observed price	2023-09-24	97.2
Observed price	2023-10-12	106
Observed price	2023-10-25	95.6
Observed price	2023-10-29	97.0
Observed price	2023-11-15	120
Observed price	2023-12-03	119
Observed price	2023-12-16	139
Observed price	2024-01-02	139
Observed price	2024-01-11	151
Observed price	2024-01-15	158
Observed price	2024-01-24	178
Observed price	2024-02-19	167
Observed price	2024-03-03	203
Observed price	2024-03-07	210
Observed price	2024-03-25	179
Observed price	2024-04-03	181
Observed price	2024-04-20	148
Observed price	2024-05-03	149
Observed price	2024-05-20	165
Observed price	2024-05-29	165
Observed price	2024-06-11	159
Observed price	2024-06-24	160
Observed price	2024-07-12	181
Observed price	2024-07-16	162
Observed price	2024-08-07	129
Observed price	2024-08-11	136
Observed price	2024-08-20	156
Observed price	2024-09-06	137
Observed price	2024-09-28	163
Observed price	2024-10-07	171
Observed price	2024-10-20	155
Observed price	2024-10-28	155
Observed price	2024-11-19	138
Observed price	2024-12-02	142
Observed price	2024-12-15	124
Observed price	2025-01-02	121
Observed price	2025-01-06	127
Observed price	2025-01-19	122
Observed price	2025-02-05	112
Observed price	2025-02-19	113
Observed price	2025-03-04	98.5
Observed price	2025-03-08	97.8
Observed price	2025-03-21	110
Observed price	2025-04-03	88.4
Observed price	2025-04-12	95.3
Observed price	2025-04-29	96.5
Observed price	2025-05-17	116
Observed price	2025-05-25	112
Observed price	2025-06-16	124
Observed price	2025-06-20	132
Observed price	2025-07-12	151
Observed price	2025-07-21	158
Observed price	2025-07-29	176
Observed price	2025-08-12	175
Observed price	2025-09-02	159
Observed price	2025-09-07	155
Observed price	2025-09-28	162
Observed price	2025-10-03	182
Observed price	2025-10-25	248
Observed price	2025-11-11	256
Observed price	2025-11-20	206
Observed price	2025-12-07	220
Observed price	2025-12-16	200
Observed price	2025-12-20	210
Observed price	2025-12-24	215
Observed price	2026-01-24	258
Observed price	2026-02-06	199
Observed price	2026-02-23	213
Observed price	2026-02-28	201
Observed price	2026-03-17	197
Observed price	2026-03-26	214
Observed price	2026-04-03	222
Observed price	2026-04-25	344
Observed price	2026-04-30	338
Observed price	2026-05-21	465
Observed price	2026-06-03	533
Observed price	2026-06-08	490
Observed price	2026-06-30	581
Observed price	2026-07-13	535
Observed price	2026-07-21	550
Observed price	2026-08-08	478
Observed price	2026-08-16	506
Observed price	2026-09-03	462
Observed price	2026-09-09	521
Observed price	2026-09-14	493
Published advisor forecast	2026-05-01	361
Published advisor forecast	2026-08-01	332
Published advisor forecast	2026-11-01	365
Published advisor forecast	2027-02-01	372
Published advisor forecast	2027-05-01	417
Published advisor forecast	2027-08-01	450
Published advisor forecast	2027-11-01	428
Published advisor forecast	2028-02-01	453
Published advisor forecast	2028-05-01	490
Published advisor forecast	2028-08-01	514
Published advisor forecast	2028-11-01	494
Published advisor forecast	2029-02-01	543
Published advisor forecast	2029-05-01	581
Published advisor forecast	2029-08-01	546
Published advisor forecast	2029-11-01	590
Published advisor forecast	2030-02-01	655
Published advisor forecast	2030-05-01	694
Published advisor forecast	2030-08-01	673
Published advisor forecast	2030-11-01	720
Published advisor forecast	2031-02-01	749
Published advisor forecast	2031-05-01	786

2. Scenarios & Signals

Bull case

What happens if the dominant competitor stumbles and the company's most ambitious bets pay off? In the bull case, antitrust regulators break the software monopoly of the market leader, immediately opening the floodgates for this company's hardware to rapidly capture market share.

The company's open-source software becomes the global standard for developers.
Defense and space infrastructure contracts accelerate, locking in decades of high-margin government revenue.
Early success in orbital manufacturing allows the company to produce flawless chips, bypassing terrestrial supply chain limitations.
The stock compounds at a rapid pace as it captures majority in key data center segments.
The implied valuation stretches to rival the largest companies in human history, reflecting total computing dominance.

Bear case

What happens if the narrative shifts from a hardware race to a software efficiency game? In this bear case, the massive demand for physical chips evaporates, leaving the company stranded with expensive factories and overbuilt designs.

Cloud computing giants successfully deploy their own custom-built chips, effectively locking out merchant vendors.
New software algorithms prove that does not require massive hardware clusters.
An extended energy crisis forces governments to limit data center power usage, freezing new infrastructure spending.
Geopolitical blockades in Asia cripple the company's ability to manufacture its most advanced products.
The stock price collapses as the projected super-cycle turns out to be a massive over-investment bubble.

Current crowd narrative

What does the noisy market currently believe? The crowd believes this company is merely the 'little brother' catching the overflow demand from the dominant market leader. They see the massive April price surge as a temporary frenzy triggered by a big tech giant's sudden investment in infrastructure. Financial media treats this asset as a secondary bet, assuming it will forever fight for the scraps of the computing boom while defensively guarding its older personal computer business. The anchoring bias is that current incumbency is permanent and unassailable.

Alpha-gap assessment

What is the crowd missing? They misunderstand the physics of the future. The crowd obsesses over raw computing speed, but the true bottleneck is electricity. At civilizational scale, computing power is constrained by how much heat a chip produces and how much power a data center can draw. This company's unique 'chiplet' design—stitching smaller, highly efficient chip pieces together—is a superior negentropy engine. It turns energy into useful order better than its rivals. The market prices this company as a follower, but thermodynamic physics dictates it will become the indispensable anchor for power-starved global intelligence systems.

Convergence catalyst

What will force the market to wake up? The gap will close when a major cloud computing giant explicitly announces a transition of its primary workloads to this company's hardware, specifically citing power grid limitations and thermal efficiency. When the narrative shifts from 'who is fastest' to 'who is most efficient per watt,' the market will reprice this asset. Expect this realization to solidify by late 2027.

Macro-regime alignment

Is the macro wind at its back? The current macroeconomic regime is heavily distorted by war and inflation. However, the central bank's new 'Productive Dovishness' theory argues that artificial intelligence will increase human productivity enough to offset inflation. Therefore, national policy is unofficially subsidizing the expansion of computing infrastructure. Even if interest rates remain sticky, the macro wind strongly supports any company building the physical foundation of this automated future.

Paywalled preview begins: Macro-regime alignment

From this section to the end-of-preview notice below, research is provided as simplified HTML text and tables. Full access provides the complete interactive interface, charts and additional datasets.

Sentiment and regime

Greed and fear sentiment: 0.4
Expected volatility regime: high_erratic
Convergence-cycle position: momentum

Primary drivers

Primary drivers supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Thermodynamic Chiplet Superiority	Why does the market obsess over peak speed? What happens when the energy grid simply cannot support the data center? With oil surging past one hundred dollars a barrel, electricity costs are capping human technological expansion. This company uses a unique 'chiplet' design—stitching together smaller, highly specialized pieces of silicon—which is vastly more energy efficient than traditional, massive single chips. It is a true negentropy engine, turning scarce electricity into computational order better than its rivals. As hyperscale data centers hit literal power limits, this thermodynamic advantage becomes the primary reason buyers choose this company, driving profound value creation.	Not available%	+45.0%
Sovereign Computing Fortress Mandates	Why do we assume artificial intelligence will remain a global, borderless resource? What happens when nations realize that computing power is the ultimate weapon? The United States and other global powers have begun forcing the most powerful artificial intelligence models to run inside domestic, secure borders. As countries scramble to build their own local computing fortresses, they cannot rely on a single supplier. This company provides the vital, high-powered chips needed to run these national networks. The demand is no longer just corporate; it is a matter of civilizational survival. This biological imperative for security will steadily push the stock price higher.	Not available%	+40.0%
Cloud Vendor Diversification Imperative	Have you ever considered the risk of relying entirely on one bridge to cross a river? The world's largest cloud computing giants are currently pouring hundreds of billions of dollars into artificial intelligence infrastructure. They are terrified of being completely dependent on the single dominant market leader for their hardware. To protect their own supply chains, they are actively funding and purchasing from this company as a mandatory alternative. This multi-vendor sourcing mandate guarantees that this company will capture a massive, structural baseline of global orders, ensuring persistent upward price momentum.	Not available%	+35.0%
OPEN Source Software Ecosystem Maturatio	What happens when the walls of a walled garden finally crack? For years, the market leader dominated because its proprietary software was the only language developers knew how to speak. However, this company has relentlessly funded an open-source alternative. As the global community of software engineers collaboratively improves this open platform, the friction to switch hardware drops dramatically. By commoditizing the software layer, the company allows its raw physical chip performance to compete directly, unlocking previously inaccessible market segments and driving substantial long-term price appreciation.	Not available%	+30.0%

Primary frictions

Primary frictions supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Custom Cloud Hardware Replacement	Have you ever wondered why big technology companies would buy chips from outside vendors forever? What happens when they decide to cook their own meals? The biggest buyers of this company's chips are spending billions to design their own custom computer brains, tailored specifically for their own data centers. As these giants replace outside chips with their own homemade versions, a large chunk of expected future sales could vanish. This structural shift from merchant silicon to custom, in-house hardware acts as a heavy weight, pulling the price down over time.	Not available%	-20.0%
Algorithmic Efficiency Software Leaps	Do artificial intelligence systems always need massive rooms full of power-hungry chips? What if someone rewrites the fundamental math? We recently saw hints of this when overseas developers achieved incredible results using a fraction of the usual computing power. If developers create a permanent breakthrough in software efficiency—meaning programs get drastically smarter with much less hardware—the world will need far fewer expensive chips. This potential collapse in total volume demand constantly threatens the core growth story and suppresses the maximum stock price.	Not available%	-15.0%
Taiwan Island Manufacturing Concentratio	Where are almost all of the world's most advanced computer chips actually made? Despite brilliant designs in America, the physical printing happens almost entirely on the island of Taiwan. As military drills intensify and the risk of blockades or conflict rises, this geographic concentration acts as an enormous risk premium. The market cannot fully reward the company's innovation because investors must constantly price in the possibility that the entire supply chain could be severed overnight. This geopolitical shadow structurally limits how high the stock can climb.	Not available%	-15.0%
Fierce Hardware Margin Ceilings	How much profit can you really make when you are fighting a desperate price war? To convince hesitant customers to switch away from the dominant market leader, this company is often forced to compete on price. At the same time, the cost of researching and designing the next generation of microchips is growing exponentially. Stuck between discounting products to gain market share and spending billions on research to stay relevant, the company's profit margins are continually squeezed. This financial reality limits the ultimate profitability of the business.	Not available%	-10.0%

Tail opportunities

Tail opportunities supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Orbital Manufacturing Success	Why do we make computer chips on Earth, where gravity causes microscopic flaws? What if we built them in space? New aerospace companies are successfully testing orbital manufacturing—making pristine materials in the weightlessness of low Earth orbit. If this technology scales up quickly, it could remove the severe terrestrial bottlenecks of critical minerals and factory space. Partnering with these space factories would give this company a multi-generational leap in chip quality and speed, triggering a massive upward revaluation.	8.0%	+35.0%
Antitrust Breakup OF Competitor	What happens if the dominant player in a market is forced by the government to share its toys? Currently, the market leader locks customers into its ecosystem using proprietary software. If regulators in the United States or Europe enforce antitrust laws—rules designed to prevent monopolies—and break this lock-in, customers will immediately seek alternatives without penalty. This event would instantly flood our subject company with massive new orders, breaking the artificial barrier to entry and driving the price up sharply.	15.0%	+25.0%

Tail risks

Tail risks supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Kinetic Blockade OF Fabrication Island	What happens if rising geopolitical tensions turn into a physical blockade by a global superpower? If supply ships cannot leave the island where these chips are printed, this company will have no physical products to sell, despite having the best blueprints in the world. A military blockade would instantly sever the company's lifeline, paralyzing its ability to generate revenue and causing a catastrophic, almost unrecoverable collapse in its stock price.	20.0%	-60.0%
Architecture Shift AWAY FROM GPUS	What if the entire industry is building the wrong type of brain? The current artificial intelligence boom relies heavily on graphics processors. However, researchers are exploring entirely new mathematical frameworks for machine learning that do not require these specific, expensive chips. If a fundamental shift occurs and these new algorithms become the standard, the billions of dollars this company spent designing its current hardware will be rendered obsolete almost overnight, dragging the stock into a severe decline.	12.0%	-40.0%

Step-by-step forecast path

Superintelligence forecast path for prediction task predrqst_batch_task__xrefsubjtskconf_52f1b29d-a74a-562d-9f39-54bc8ac416d9__sb4__20260503171051
Step	Forecast date	Step change	Projected value (USD)	Scenario rationale
1	August 1, 2026	-8.0%	331.70	What happens after an explosive, seventy-four percent surge in a single month? The market must digest the massive gains. - Speculative excess from the April artificial intelligence funding announcements cools off. - Critical gas and helium bottlenecks linked to the ongoing Middle East conflict introduce fears of manufacturing delays. - Investors take profits as geopolitical noise around Asian fabrication centers creates short-term anxiety, pulling the price back moderately to establish a firmer baseline.
2	November 1, 2026	+10.0%	364.87	How does the company prove the hype was real? By delivering undeniable revenue numbers. - Third-quarter earnings confirm that the backlog for advanced chips remains immense despite broader macroeconomic stress. - Early announcements of sovereign cloud infrastructure contracts validate the multi-vendor sourcing thesis. - The open-source software ecosystem hits a maturity milestone, reassuring investors that the technological moat is fundamentally expanding.
3	February 1, 2027	+2.0%	372.16	What occurs when monetary policy tightens but technological demand remains rigid? A tense standoff in the market. - The central bank executes balance sheet tightening, sapping broad market liquidity and punishing standard equities. - However, the 'Productive Dovishness' subsidy specifically shields computing infrastructure names from the worst of the sell-off. - The stock trades mostly flat as strong underlying business fundamentals battle a deteriorating macroeconomic liquidity environment.
4	May 1, 2027	+12.0%	416.82	Why does a new product cycle trigger massive accumulation? Because it resets the ceiling of what is possible. - The company formally unveils its next-generation architecture, highlighting unprecedented thermodynamic efficiency. - Cloud giants heavily pre-order the new chips, desperately seeking ways to lower their electricity consumption. - The narrative shifts aggressively toward energy efficiency, placing this company firmly in the civilizational spotlight and driving sharp price appreciation.
5	August 1, 2027	+8.0%	450.17	How does the market react when physical physics aligns with financial statements? - The company reports stellar gross margins as the pricing power of the new highly efficient chips takes hold. - Competitors struggle to match the power-to-performance ratio, cementing this company's chiplet design as the industry standard. - Ongoing defense and aerospace contracts provide an additional layer of safe, predictable revenue, boosting investor confidence further.
6	November 1, 2027	-5.0%	427.66	What happens when the biggest customers start building their own tools? - Hyperscalers announce successful deployments of their own custom-built, specialized chips for internal workloads. - The market suddenly fears a shrinking total addressable market for merchant silicon vendors. - A brief crisis of confidence causes a moderate pullback as analysts recalibrate long-term volume projections downward.
7	February 1, 2028	+6.0%	453.32	How does the company weather the storm of custom hardware fears? By leaning on its diversified consumer base. - As the global energy shock finally normalizes, consumer purchasing power returns. - A massive upgrade cycle begins in personal computers as consumers seek devices capable of running local artificial intelligence models. - This revival in the legacy computing segment offsets data center anxieties, pushing the stock back into positive territory.
8	May 1, 2028	+8.0%	489.59	What is the financial value of being embedded in the nervous system of the state? - The company announces major expansions in its embedded systems division, securing multi-decade contracts for autonomous defense platforms. - Initial testing of deep-space orbital manufacturing partnerships yields highly promising defect-free materials. - The stock appreciates as investors price in these ultra-secure, technologically advanced revenue streams that competitors cannot easily replicate.
9	August 1, 2028	+5.0%	514.07	What does steady civilizational scaling look like? - The artificial intelligence infrastructure cycle matures from speculative hoarding to operational, predictable cash flows. - The company consistently meets earnings expectations without needing explosive narrative surprises. - A low-volatility, steady accumulation phase takes hold as institutional investors treat the asset as a foundational utility of the digital age.
10	November 1, 2028	-4.0%	493.50	Why does money occasionally rotate out of the physical layer? - The broader market shifts its focus toward the software companies that are finally monetizing the massive hardware base built over the last three years. - Capital naturally rotates out of semiconductor infrastructure into high-margin application developers. - This rotational friction causes a mild, healthy consolidation in the stock price.
11	February 1, 2029	+10.0%	542.85	How does the company recapture the market's attention? With another fundamental leap in physics. - The announcement of a revolutionary advanced packaging technique drastically lowers manufacturing costs while boosting speed. - This technological leap promises to expand profit margins beyond previous historical ceilings. - The market heavily rewards the innovation, triggering a fresh wave of aggressive buying and upward momentum.
12	May 1, 2029	+7.0%	580.85	What happens when a company becomes completely synchronized with human trajectory? - Urbanization, automation, and continuous digital monitoring require endless computing power at the edge of the network. - The company's diverse portfolio of central processors and accelerators perfectly serves this global density. - The price compounds reliably as the asset is viewed as an index of human technological advancement itself.
13	August 1, 2029	-6.0%	546.00	Can global supply chains ever be truly safe? - A sudden geopolitical flare-up in the South China Sea forces naval posturing, threatening shipping lanes used for exporting finished silicon. - The market violently remembers the geographic vulnerability of the island-based fabrication model. - A sharp, fear-driven sell-off occurs as algorithmic risk models automatically reduce exposure to Asian supply chains.
14	November 1, 2029	+8.0%	589.68	How does management soothe a panicked market? Through sheer financial force. - Following the de-escalation of the geopolitical scare, the company announces a massive expansion of its stock buyback program and an increased dividend. - The sheer volume of free cash flow being generated proves that the business model is resilient. - Investors rush back in, eager to capture the yield and capital return, driving a strong recovery.
15	February 1, 2030	+11.0%	654.55	What forces the world to throw away all its old computers simultaneously? - The widespread deployment of multi-step, autonomous software agents makes older, non-specialized hardware painfully slow and obsolete. - A massive, synchronized enterprise hardware refresh cycle begins globally to accommodate the new automated workforce. - The company captures a dominant share of these enterprise upgrades, resulting in explosive revenue growth and stock appreciation.
16	May 1, 2030	+6.0%	693.82	How long does the replacement cycle last? - The wave of enterprise upgrades flows downstream into the consumer laptop and gaming markets. - The company's integrated chips, which blend graphics and processing seamlessly, become the absolute standard for consumer devices. - Earnings continue to surprise to the upside, sustaining the positive momentum established in the previous quarter.
17	August 1, 2030	-3.0%	673.01	What is the natural consequence of perfection? - The stock reaches a valuation multiple that prices in flawless execution for the next decade. - The sheer weight of expectations creates vulnerability to the slightest macroeconomic data miss. - A minor period of valuation digestion occurs as the market waits for earnings to catch up to the elevated stock price.
18	November 1, 2030	+7.0%	720.12	How does the company finally erase its biggest existential risk? - Massive, multi-year investments in onshore advanced packaging facilities in the United States and Europe finally become fully operational. - The reliance on single-point overseas fabrication is drastically reduced, permanently lowering the geopolitical risk premium on the stock. - The market rewards this structural de-risking with a higher baseline valuation multiple.
19	February 1, 2031	+4.0%	748.92	What happens when magic becomes a utility? - High-performance computing is no longer a novelty; it is as commoditized and essential as running water or electricity. - The company operates at a staggering civilizational scale, trading hyper-growth for immense, unshakeable stability. - The stock appreciates modestly but with extreme reliability, anchored by the biological imperative of eight billion connected humans.
20	May 1, 2031	+5.0%	786.37	How does a superintelligence view the end of the horizon? - The asset has successfully navigated the thermodynamic bottlenecks, the geopolitical wars, and the technological disruptions of the 2020s. - It sits firmly as a central node in human organization, compounding value steadily as civilization pushes further into space and deeper into automation. - The final period reflects this mature, undeniable victory condition with steady upward movement.

Advisor and configuration

Advisor: superintelligence__the_anthropologist__google_gemini_3_pro__20251119_preview_release
Persona: Superintelligence
Archetype: The Anthropologist
Model: (November 19, 2025) Preview Release
Provider: Google
Mode: RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity
Task configuration: superintelligence__the_anthropologist__google_gemini_3_pro__20251119_preview_release__equity__json__extnd_invest_thesis_4q_alphassym__ts_num_desc__h5y_s3m__var1__researcher__standard_creativity_high_thinking__batch
Forecast horizon: 5 year
Forecast steps: 20 steps of 3 month
Assembly type: Balanced Assembly
Assembly name: superintelligence__the_anthropologist__google_gemini_3_pro__20251119_preview_release RESEARCHER Forecast Assembly
Input format: inmemory_base_placeholders__latest_eod_close_price_with_stats__var2
Output format: Equity Extended Investment Thesis (4 Quadrants and Alpha Asymmetry) + Pct Change Timeseries for Close Price with Rationale, (5Y Quarterly)

Read the complete Superintelligence advisor methodology

Configuration components

aiassmprmtcmpnt_3c0c459a-0d4a-50ca-87df-c172ec5618aa (subject_context)
aiassmprmtcmpnt_efec62e4-24c0-556a-8070-775c69b97643 (global_context)
aiassmprmtcmpnt_3c0c459a-0d4a-50ca-87df-c172ec5618aa (subject_context)
aiassmprmtcmpnt_8115cc2a-d418-54b1-a616-49dfa91195f4 (task_guidelines)

Back to advisor navigation

End of the paywalled preview

The excerpt from Macro-regime alignment to this notice is the simplified paywalled content included on this page. A signed-in, verified account with the required subscription provides the full interactive interface and the additional research, datasets and tools listed below.

Those additional materials are not included in this preview and cannot be revealed by removing its visual restrictions.

Other AI Advisor reports — limited previews

J.P. Morgan — RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity

Limited structural preview, provided as simplified HTML. The complete report contains substantially more research: its investment thesis; bull and bear scenarios; macro-regime analysis; drivers, risks and opportunities; quarterly forecast tables and rationale; references and published configuration. Those findings and datasets are not included here. Sign in with the required subscription to open this advisor's full report.