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Robinhood Markets, Inc. (HOOD.NASDAQ) AI FORECASTS & ADVISOR ANALYSIS

Read and compare the 12 individual AI Advisor deep-dive reports, including their forecast paths, ratings, price targets, and reasoning.

Updated on 5 June 2026Deep analysis 5 June 2026

Publisher

Russlan Ramdowar

25 min readAudit All Past Forecasts

12 AI Advisor Reports

Select an advisor report.

Superintelligence AI

The Anthropologist FrameworkAI Researcher

Model rating

Buy

5-Year Return Est.

+209.4%

HOOD.NASDAQ does not currently pay dividends

1. Investment Thesis — Base Case

Robinhood is executing a structural transition that the market refuses to price. The 'True Price' path involves surviving near-term transaction volatility while the underlying asset base compounds. The Q1 2026 drawdown was a fundamental misreading of the company's negentropy engine: despite crypto weakness, total platform assets surged to $345.4B and margin balances expanded. Over the five-year horizon, HOOD will mature from an attention-arbitrage platform to a foundational node in the retail financial network. As 'Trump Accounts' and IRA matching lock in sticky retirement capital, and prediction markets weaponize the news cycle, the company's unit economics will stabilize. The market capitalization will expand significantly as the quality of earnings transitions from erratic trading fees to predictable net interest and subscription annuities, validating HOOD as a prime adaptive beneficiary of digitized finance.

Net interest revenues compound systematically under the Warsh rate regime.
Gold subscribers cross 10 million, cementing a durable -like revenue base.
Prediction markets (event contracts) offset cryptocurrency cyclicality by financializing geopolitical volatility.
Bitstamp integration scales the UX internationally, vastly expanding the addressable user pool.
High-margin software economics drive ROIC structurally higher, attracting institutional value investors.

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	2021-07-22	38.0
Observed price	2021-07-30	35.1
Observed price	2021-08-07	55.6
Observed price	2021-08-15	48.3
Observed price	2021-09-04	43.0
Observed price	2021-09-08	40.0
Observed price	2021-09-24	44.9
Observed price	2021-10-06	42.1
Observed price	2021-10-22	39.6
Observed price	2021-10-26	39.6
Observed price	2021-11-11	34.2
Observed price	2021-11-19	29.0
Observed price	2021-12-05	21.8
Observed price	2021-12-13	19.70
Observed price	2021-12-29	17.11
Observed price	2022-01-10	15.61
Observed price	2022-01-26	12.41
Observed price	2022-02-03	14.15
Observed price	2022-02-19	11.69
Observed price	2022-02-23	10.86
Observed price	2022-02-27	11.88
Observed price	2022-04-04	13.83
Observed price	2022-04-08	11.24
Observed price	2022-04-12	11.43
Observed price	2022-04-28	10.09
Observed price	2022-05-10	9.27
Observed price	2022-05-14	10.50
Observed price	2022-05-30	10.14
Observed price	2022-06-15	7.05
Observed price	2022-06-23	7.98
Observed price	2022-06-27	9.12
Observed price	2022-07-17	8.55
Observed price	2022-08-06	10.49
Observed price	2022-08-14	10.98
Observed price	2022-08-22	9.04
Observed price	2022-09-15	11.25
Observed price	2022-09-23	9.44
Observed price	2022-09-27	9.61
Observed price	2022-10-05	10.76
Observed price	2022-11-06	12.11
Observed price	2022-11-10	9.27
Observed price	2022-11-22	9.09
Observed price	2022-12-04	9.78
Observed price	2022-12-12	9.58
Observed price	2022-12-28	7.70
Observed price	2023-01-05	8.11
Observed price	2023-01-21	9.58
Observed price	2023-01-25	9.69
Observed price	2023-02-02	11.14
Observed price	2023-02-18	10.24
Observed price	2023-03-10	9.01
Observed price	2023-03-26	8.63
Observed price	2023-04-03	9.76
Observed price	2023-04-07	10.00
Observed price	2023-04-27	8.82
Observed price	2023-05-09	9.11
Observed price	2023-05-17	8.46
Observed price	2023-05-25	8.60
Observed price	2023-06-14	9.95
Observed price	2023-06-22	9.45
Observed price	2023-07-08	10.93
Observed price	2023-07-12	11.94
Observed price	2023-08-01	12.87
Observed price	2023-08-05	11.30
Observed price	2023-08-17	10.07
Observed price	2023-09-02	11.04
Observed price	2023-09-14	10.57
Observed price	2023-10-08	9.89
Observed price	2023-10-12	9.29
Observed price	2023-10-28	8.96
Observed price	2023-11-05	9.62
Observed price	2023-11-09	7.93
Observed price	2023-11-29	8.92
Observed price	2023-12-03	9.47
Observed price	2023-12-19	13.17
Observed price	2023-12-27	13.26
Observed price	2024-01-16	10.93
Observed price	2024-02-05	10.56
Observed price	2024-02-09	11.55
Observed price	2024-02-13	11.84
Observed price	2024-03-04	16.63
Observed price	2024-03-12	16.39
Observed price	2024-03-28	20.1
Observed price	2024-04-01	19.41
Observed price	2024-04-21	17.00
Observed price	2024-05-11	16.45
Observed price	2024-05-15	18.52
Observed price	2024-05-23	19.24
Observed price	2024-06-08	22.6
Observed price	2024-06-12	23.7
Observed price	2024-06-24	21.4
Observed price	2024-07-22	23.4
Observed price	2024-07-26	21.2
Observed price	2024-07-30	20.4
Observed price	2024-08-07	17.12
Observed price	2024-09-04	19.11
Observed price	2024-09-12	21.6
Observed price	2024-09-16	22.2
Observed price	2024-09-28	23.7
Observed price	2024-10-10	25.5
Observed price	2024-10-30	28.2
Observed price	2024-11-03	24.2
Observed price	2024-11-23	37.0
Observed price	2024-12-01	37.6
Observed price	2024-12-17	41.6
Observed price	2024-12-21	38.1
Observed price	2025-01-06	42.7
Observed price	2025-01-14	41.8
Observed price	2025-01-30	53.0
Observed price	2025-02-15	64.1
Observed price	2025-02-27	48.8
Observed price	2025-03-11	36.4
Observed price	2025-03-23	47.0
Observed price	2025-03-27	44.0
Observed price	2025-04-08	34.2
Observed price	2025-04-20	40.2
Observed price	2025-05-10	55.6
Observed price	2025-05-14	61.4
Observed price	2025-06-03	71.7
Observed price	2025-06-07	74.4
Observed price	2025-06-27	83.0
Observed price	2025-07-01	92.3
Observed price	2025-07-17	105
Observed price	2025-08-02	102
Observed price	2025-08-10	114
Observed price	2025-08-18	115
Observed price	2025-09-03	101
Observed price	2025-09-15	115
Observed price	2025-10-01	139
Observed price	2025-10-09	152
Observed price	2025-10-17	130
Observed price	2025-11-02	147
Observed price	2025-11-18	114
Observed price	2025-11-22	110
Observed price	2025-12-04	137
Observed price	2026-01-01	114
Observed price	2026-01-05	123
Observed price	2026-01-13	120
Observed price	2026-01-29	101
Observed price	2026-02-02	89.9
Observed price	2026-02-22	73.2
Observed price	2026-02-26	79.5
Observed price	2026-03-14	74.0
Observed price	2026-03-22	72.0
Observed price	2026-03-30	65.2
Observed price	2026-04-19	91.1
Observed price	2026-05-01	73.7
Observed price	2026-05-25	74.0
Observed price	2026-05-29	94.3
Observed price	2026-06-06	83.3
Observed price	2026-06-18	108
Observed price	2026-06-26	98.7
Observed price	2026-07-04	115
Observed price	2026-07-20	99.3
Observed price	2026-08-01	87.8
Observed price	2026-08-17	96.3
Observed price	2026-08-25	112
Observed price	2026-09-06	120
Observed price	2026-09-16	104
Observed price	2026-09-18	120
Published advisor forecast	2026-06-04	88.3
Published advisor forecast	2026-09-04	95.4
Published advisor forecast	2026-12-04	101
Published advisor forecast	2027-03-04	111
Published advisor forecast	2027-06-04	106
Published advisor forecast	2027-09-04	118
Published advisor forecast	2027-12-04	128
Published advisor forecast	2028-03-04	147
Published advisor forecast	2028-06-04	154
Published advisor forecast	2028-09-04	148
Published advisor forecast	2028-12-04	162
Published advisor forecast	2029-03-04	179
Published advisor forecast	2029-06-04	190
Published advisor forecast	2029-09-04	186
Published advisor forecast	2029-12-04	201
Published advisor forecast	2030-03-04	221
Published advisor forecast	2030-06-04	232
Published advisor forecast	2030-09-04	225
Published advisor forecast	2030-12-04	241
Published advisor forecast	2031-03-04	263
Published advisor forecast	2031-06-04	273

2. Scenarios & Signals

Bull case

The 'everything works' outcome: Base Case dynamics are supercharged by rapid international expansion via Bitstamp and the successful launch of an AI-native autonomous trading agent for Gold subscribers. HOOD captures the lion's share of the millennial 'Great Wealth Transfer'.

AI-driven portfolio management triggers hyper-growth in Net Deposits.
Global scaling creates a borderless 24/7 liquidity network with zero marginal friction.
Crypto cyclicality returns with a vengeance in 2027/2028, adding massive transaction alpha on top of base NIR.
Market re-rates HOOD to a premium SaaS/platform multiple as AUC crosses $1 Trillion.

Bear case

The structural failure outcome: The energy shock deepens into a grinding stagflationary recession, annihilating the retail demographic's discretionary capital. The casino empties out as survival imperatives overwrite speculative preferences.

Persistent stagflation crushes the 0DTE options and margin book, leading to mass account liquidations.
PFOF economics decay as market makers widen spreads, squeezing transaction margins.
Geopolitical fragmentation blocks international expansion, trapping HOOD in a saturated, exhausted US market.
The AI revolution bypasses the platform entirely as power-users migrate to direct API-driven algorithmic execution.

Current crowd narrative

The crowd currently prices Robinhood as a high-beta proxy for cryptocurrency and speculative options volumes. After a massive 2024-2025 run, the Q1 2026 earnings miss—driven by a 47% drop in crypto revenue—triggered a reflexive 30% drawdown. The media narrative oscillates between praising its retail dominance and condemning its revenue volatility. Anchoring bias is entirely tethered to daily Bitcoin prices and retail sentiment metrics; the crowd views HOOD as a casino vulnerable to the 's squeeze on discretionary income, ignoring the compounding mechanics happening beneath the surface.

Alpha-gap assessment

The variant perception lies in Robinhood's thermodynamic transition from a chaotic transaction engine to a resilient asset-aggregator. The crowd obsessively tracks crypto volumes, completely mispricing the structural power of 24% Net Interest Revenue growth, a 36% surge in Gold subscribers (-like annuity), and the aggregation of $345B+ in AUC. Robinhood is quietly locking in retirement assets and building a sticky ecosystem subsidized by the Warsh regime's high rates. The market is pricing a volatile retail casino, but the physics reveal an increasingly efficient, high-margin wealth utility capturing long-duration float.

Convergence catalyst

The convergence will occur when Net Interest Revenue and Gold Subscription revenues definitively eclipse transaction-based revenues for two consecutive quarters. As the market digests that Robinhood's baseline cash flow easily covers its fixed costs regardless of retail trading volumes, the stock will re-rate from a cyclical brokerage multiple to a fintech platform multiple. Expected late 2026 or early 2027.

Macro-regime alignment

Mixed to Favorable. The Warsh-led higher-for-longer monetary regime is a powerful tailwind for Robinhood's balance sheet, supercharging net interest margins on cash sweeps and margin lending. Conversely, the Iran-linked energy shock acts as a severe headwind on the biological demand layer, draining the discretionary liquidity of Robinhood's retail user base. However, the structural advantage of high rates on a massive AUC base outweighs the transaction volume drag.

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: -0.5
Expected volatility regime: high_erratic
Convergence-cycle position: reversal

Primary drivers

Primary drivers supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
NET Interest Margin Expansion VIA Warsh	How does a zero-commission broker monetize? Through the balance sheet. The Warsh-led pivot to a 'higher-for-longer' monetary regime and elevated Treasury yields transforms Robinhood's $345B+ Assets Under Custody (AUC) and $18B margin book into a thermodynamic negentropy engine. Net interest revenues (NIR) surged 24% year-over-year in early 2026 despite flat crypto volumes. Does the crowd realize that higher borrowing costs effectively subsidize retail gamification? As long as the Fed holds the line against stagflation, this structural funding advantage will persist, compounding cash flows irrespective of daily trading volumes.	Not available%	+45.0%
Retirement Asset Aggregation & Instituti	Can a platform built on meme-stock frenzy capture the 'Great Wealth Transfer'? Yes, if subsidized correctly. Through aggressive IRA matches and the integration of policy-linked 'Trump Accounts' (yielding 5.5 million sign-ups), Robinhood is capturing extremely sticky, long-duration capital. This is civilizational alignment: as the population ages and state-sponsored safety nets fray, the imperative to self-manage retirement deepens. Shifting AUC from short-term speculative accounts to multi-decade retirement silos structurally alters the deposit base, lowering churn and providing a permanent capital float for the enterprise.	Not available%	+35.0%
GOLD Subscription Annuity Conversion	Is a brokerage a casino or a utility? The answer dictates the valuation multiple. Robinhood is aggressively mutating from a transaction-based casino to a subscription utility, with Gold subscribers surging 36% to over 4.3 million by Q1 2026. This transition deepens the biological anchoring of its revenue from superficial dopamine-chasing (0DTE options) to moderate security-seeking (yield aggregation and retirement matching). The structural shift toward recurring SaaS-like economics fundamentally improves revenue predictability, reducing the beta of earnings and demanding a multiple re-rating over the five-year horizon.	Not available%	+30.0%
Event Contracts & Prediction Market BOOM	What is the most efficient vector for capturing human speculative energy? Prediction markets. Robinhood's 320% surge in 'other transaction revenue'—driven by 8.8 billion event contracts traded in Q1 2026—demonstrates a masterful exploitation of retail dopamine loops. This product class requires minimal capital intensity while offering continuous 24/7 engagement. By effectively financializing the news cycle during an era of peak geopolitical and macroeconomic volatility, Robinhood captures the arbitrage on human anxiety and political tribalism, translating pure information-theoretic noise into structural corporate alpha.	Not available%	+25.0%

Primary frictions

Primary frictions supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Crypto Volume Contraction Cycle	What happens when the speculative fever breaks? A 47% year-over-year collapse in Q1 2026 crypto revenues provides the empirical answer. Despite the Bitstamp acquisition, Robinhood remains structurally tethered to the chaotic oscillations of the cryptocurrency market. As the macro regime tightens and energy-driven stagflation erodes retail discretionary liquidity, the appetite for high-volatility digital assets wanes. This friction acts as a severe thermodynamic leak, creating persistent quarter-to-quarter earnings volatility that deters institutional capital seeking predictable compounding.	Not available%	-25.0%
Energy Shock Retail Drawdown	Can a retail broker thrive if its core demographic cannot afford basic logistics? The 2026 Hormuz closure and subsequent energy/inflation shock act as a direct tax on the lower- and middle-class cohorts that form Robinhood's user base. As inflation pass-through bites—evidenced by consumer casualties like Spirit Airlines—discretionary income evaporates. Trading is a luxury good; survival is a biological imperative. If retail savings are depleted to cover energy and food costs, Robinhood's net deposit growth will structurally decelerate over the medium term.	Not available%	-20.0%
PFOF Regulatory & Market Maker Squeeze	Is Robinhood the customer, or is Citadel? Payment for Order Flow (PFOF) is the invisible pipeline funding the 'free' trading illusion. While immediate regulatory bans have faded, market makers face their own structural pressures in a high-volatility, fragmented liquidity environment. If Citadel or SIG compress their payout rates for options or equity flow to preserve their own thermodynamic efficiency, Robinhood's transaction margins will compress instantly. The platform sits at a peripheral network node relative to the true liquidity monopolists.	Not available%	-15.0%
AI Driven Execution Commoditization	What value does a gamified UX provide when autonomous agents execute the trades? As frontier models achieve measurable agentic execution capabilities, retail investors will increasingly deploy AI to manage portfolios passively or execute algorithmic strategies at near-zero marginal cost via APIs. If the interface layer (the app) is disintermediated by LLM agents executing directly via institutional plumbing, Robinhood's core attention-capture mechanism degrades. It risks becoming a commoditized backend pipe rather than a value-capturing network node.	Not available%	-10.0%

Tail opportunities

Tail opportunities supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
AI Agent Native Platform Launch	What if Robinhood integrates a sovereign agentic portfolio manager directly into the Gold subscription? By partnering with a frontier LLM builder to offer autonomous, personalized execution and rebalancing, Robinhood could fully transition its user base from manual gamblers to AI-assisted wealth accumulators. This would trigger a massive inflow of assets under custody from legacy brokers, permanently altering the valuation multiple.	35.0%	+40.0%
Global Bitstamp Synergy Unlock	What happens when Robinhood successfully exports its UX to the rest of the planet? If the Bitstamp acquisition and recent Singapore/UK regulatory approvals synergize into a unified, borderless 24/7 trading ecosystem, Robinhood will escape its US-centric demographic limits. Capturing European and Asian retail liquidity would exponentially scale ARPU and validate its network topology at a civilizational scale.	45.0%	+30.0%

Tail risks

Tail risks supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Options Clearing Capital Crisis	What happens during a catastrophic gap-down in the equity markets? Retail traders are heavily leveraged in 0DTE (zero days to expiration) options and a bloated $18B margin book. In a severe tail-risk event, cascading margin calls could exceed customer equity, leaving Robinhood responsible for clearinghouse requirements. A systemic shortfall would decimate the balance sheet, triggering emergency capital raises and massive equity dilution.	20.0%	-45.0%
SEC Restrictive Gamification BAN	Will the state indefinitely tolerate the weaponization of human psychology for financial extraction? If a sudden regulatory shift specifically targets prediction markets (event contracts) and behavioral 'nudges' embedded in the UX under the guise of consumer protection, Robinhood's highest-margin transaction sectors would be structurally neutered. The subsequent collapse in engagement metrics would trigger a vicious un-rating cycle.	25.0%	-35.0%

Step-by-step forecast path

Superintelligence forecast path for prediction task predrqst_batch_task__xrefsubjtskconf_5530d21a-a700-50b6-86c3-64342ce501a3__sb5__20260605075858
Step	Forecast date	Step change	Projected value (USD)	Scenario rationale
1	September 4, 2026	+8.0%	95.40	As the initial shock of the Q1 2026 earnings miss fades, the market will recognize the underlying resilience of Q2 trading volumes and the stabilizing force of Net Interest Revenue under the Warsh regime. Valuation begins to drift upward from compressed levels.
2	December 4, 2026	+6.0%	101.12	Year-end stabilization. Event contracts and prediction markets see massive volume spikes surrounding geopolitical events. 'Trump Accounts' integration demonstrates tangible AUC growth, validating the wealth management transition thesis.
3	March 4, 2027	+10.0%	111.23	A structural re-rating begins. The crowd notices that Gold subscription recurring revenues and NIR are fully shielding the bottom line from any lingering crypto winter. Institutional capital begins to view HOOD as a maturing cash-flow engine.
4	June 4, 2027	-5.0%	105.67	A temporary macroeconomic friction. Persistently high rates and sticky inflation create a minor credit squeeze among retail consumers, temporarily suppressing net deposit growth and triggering a brief technical correction.
5	September 4, 2027	+12.0%	118.35	Bitstamp synergy fully materializes. Robinhood reports record international user acquisition, validating its capability to scale beyond the US market. The network topology expands significantly.
6	December 4, 2027	+8.0%	127.82	End-of-year capital deployments and the rollout of early AI-assisted features for Gold members trigger a surge in subscription conversions. The negentropy engine hums with improved operating margins.
7	March 4, 2028	+15.0%	146.99	A major cyclical upswing. Global liquidity begins to thaw, and a synchronized rally in both equities and digital assets drives massive transaction volume, stacking pure profit on top of the already robust NIR baseline.
8	June 4, 2028	+5.0%	154.34	Momentum slows slightly as the stock digests its gains. Management continues aggressive share repurchases, reflecting thermodynamic efficiency and capital discipline.
9	September 4, 2028	-4.0%	148.17	Regulatory noise re-emerges. SEC rhetoric regarding options gamification and PFOF causes a short-term risk-off event, though the structural moat remains unimpaired.
10	December 4, 2028	+9.0%	161.50	The regulatory fears prove unfounded. Retirement AUC hits a critical mass milestone, proving that Robinhood has successfully captured the millennial transition from speculation to wealth preservation.
11	March 4, 2029	+11.0%	179.27	AI-native execution takes center stage. Robinhood's integration of autonomous portfolio agents drives unprecedented engagement metrics, cementing its status as an adaptive beneficiary of frontier technology.
12	June 4, 2029	+6.0%	190.02	Steady compounding phase. The business is now predominantly a high-margin software and financial utility company. The market multiple solidifies around fintech leaders rather than cyclical brokerages.
13	September 4, 2029	-2.0%	186.22	Routine market consolidation. Global financial conditions tighten momentarily, leading to a minor deleveraging event in the margin book, smoothly absorbed by robust capital buffers.
14	December 4, 2029	+8.0%	201.12	A strong Q4 driven by global cross-border trading synergies. Robinhood's international footprint is now a primary growth vector, perfectly aligned with global financial digitization.
15	March 4, 2030	+10.0%	221.23	The platform hits civilizational scale. The integration of alternative assets, traditional equities, and AI advisory makes it the central node for global retail capital formation.
16	June 4, 2030	+5.0%	232.30	Continued steady-state expansion. Dividends or massive buyback programs are instituted as free cash flow generation vastly exceeds internal R&D requirements.
17	September 4, 2030	-3.0%	225.33	Cyclical slowdown in retail activity after a prolonged multi-year bull run. The recurring revenue base prevents a severe drawdown, showcasing the maturity of the model.
18	December 4, 2030	+7.0%	241.10	Post-election or macroeconomic stimulus injects fresh liquidity into global markets. Robinhood captures the flow instantly due to its dominant network centrality.
19	March 4, 2031	+9.0%	262.80	The endpoint of the five-year thesis: Robinhood is universally recognized as the primary wealth engine for the sub-50 demographic globally. Valuation is driven entirely by AUC growth and utility metrics.
20	June 4, 2031	+4.0%	273.31	Stabilization at a mature plateau. The company transitions from a hyper-growth disruptor to an entrenched, highly efficient incumbent, systematically converting entropy into shareholder returns.

Advisor and configuration

Advisor: superintelligence__the_anthropologist__google_gemini_3_1_pro__20260201_preview_release
Persona: Superintelligence
Archetype: The Anthropologist
Model: (February 01, 2026) Preview Release
Provider: Google
Mode: RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity
Task configuration: superintelligence__the_anthropologist__google_gemini_3_1_pro__20260201_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_1_pro__20260201_preview_release RESEARCHER Forecast Assembly
Input format: inmemory_base_placeholders__latest_eod_close_price_with_stats_and_fundamentals__var1
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)

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