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Broadcom Inc. (AVGO.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

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Elon Musk AI

The Visionary FrameworkAI Researcher

Model rating

Strong Buy

5-Year Return Est.

+133.5%

Includes 0.52% annual net dividend contribution

1. Investment Thesis — Base Case

Broadcom is structurally positioned to become the irreplaceable backbone of global AI infrastructure. The custom silicon (XPU) business scales massively with Meta and Google, capturing the inference market as physics makes GPUs too power-hungry for hyperscale production deployment. Concurrently, the VMware integration continues printing cash with 68%+ EBITDA margins, successfully absorbing the inevitable mid-market churn by extracting maximum value from top-tier enterprise lock-in. Helium and TSMC supply shocks from the Hormuz crisis cause minor delivery hiccups in late 2026, leading to brief consolidation, but the sheer velocity of AI networking demand overrides the friction. AVGO aggressively shrinks its float, driving a multi-year re-rating to a $4T+ market cap.

Custom ASICs mathematically replace GPUs for inference at scale.
Broadcom's Ethernet standard defends its networking monopoly against Nvidia.
VCF software margins subsidize massive, persistent share buybacks.
Geopolitical supply chain shocks (Helium) are bypassed via US/Japan fab expansions by 2028.
Earnings compound reliably, making AVGO the premier 'Sound Money' tech asset.

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	2021-04-30	45.6
Observed price	2021-05-12	42.2
Observed price	2021-05-24	45.9
Observed price	2021-06-13	47.4
Observed price	2021-06-21	46.4
Observed price	2021-07-11	48.2
Observed price	2021-07-19	46.6
Observed price	2021-07-27	47.5
Observed price	2021-08-16	48.8
Observed price	2021-08-20	47.5
Observed price	2021-09-13	50.1
Observed price	2021-09-17	50.4
Observed price	2021-10-03	47.8
Observed price	2021-10-15	49.9
Observed price	2021-11-08	55.8
Observed price	2021-11-16	56.8
Observed price	2021-11-28	55.0
Observed price	2021-12-14	61.5
Observed price	2021-12-26	67.0
Observed price	2022-01-07	63.3
Observed price	2022-01-23	53.4
Observed price	2022-02-08	60.0
Observed price	2022-02-20	57.4
Observed price	2022-03-04	57.7
Observed price	2022-03-28	63.8
Observed price	2022-04-01	63.1
Observed price	2022-04-13	57.9
Observed price	2022-05-15	59.8
Observed price	2022-05-23	52.6
Observed price	2022-05-27	58.3
Observed price	2022-06-20	49.7
Observed price	2022-06-24	50.9
Observed price	2022-07-02	48.2
Observed price	2022-07-22	51.7
Observed price	2022-08-11	55.4
Observed price	2022-08-19	55.1
Observed price	2022-09-04	49.6
Observed price	2022-09-16	50.3
Observed price	2022-10-10	43.8
Observed price	2022-10-14	42.7
Observed price	2022-11-07	47.5
Observed price	2022-11-19	51.5
Observed price	2022-12-01	54.6
Observed price	2022-12-09	53.7
Observed price	2022-12-13	56.6
Observed price	2023-01-06	56.0
Observed price	2023-01-26	59.9
Observed price	2023-02-07	61.4
Observed price	2023-02-23	57.7
Observed price	2023-03-03	60.7
Observed price	2023-03-19	64.2
Observed price	2023-03-31	63.6
Observed price	2023-04-12	61.7
Observed price	2023-05-02	61.2
Observed price	2023-05-22	67.8
Observed price	2023-06-07	79.7
Observed price	2023-06-15	87.7
Observed price	2023-06-23	82.2
Observed price	2023-07-17	90.0
Observed price	2023-07-29	90.5
Observed price	2023-08-14	83.9
Observed price	2023-08-18	83.7
Observed price	2023-08-30	90.6
Observed price	2023-09-27	81.7
Observed price	2023-10-09	85.6
Observed price	2023-10-17	88.4
Observed price	2023-10-29	84.0
Observed price	2023-11-18	97.8
Observed price	2023-12-04	91.7
Observed price	2023-12-08	94.9
Observed price	2023-12-20	113
Observed price	2024-01-05	106
Observed price	2024-01-25	123
Observed price	2024-02-06	122
Observed price	2024-02-26	130
Observed price	2024-03-05	138
Observed price	2024-03-17	124
Observed price	2024-04-02	134
Observed price	2024-04-22	122
Observed price	2024-05-04	127
Observed price	2024-05-20	141
Observed price	2024-06-01	133
Observed price	2024-06-17	179
Observed price	2024-06-25	158
Observed price	2024-07-07	174
Observed price	2024-07-19	161
Observed price	2024-08-08	142
Observed price	2024-08-20	167
Observed price	2024-09-09	141
Observed price	2024-09-17	162
Observed price	2024-09-25	176
Observed price	2024-10-11	181
Observed price	2024-11-04	169
Observed price	2024-11-08	184
Observed price	2024-11-28	163
Observed price	2024-12-06	173
Observed price	2024-12-26	245
Observed price	2025-01-23	243
Observed price	2025-01-27	217
Observed price	2025-02-12	235
Observed price	2025-02-24	208
Observed price	2025-02-28	199
Observed price	2025-03-08	182
Observed price	2025-04-05	154
Observed price	2025-04-09	185
Observed price	2025-04-25	189
Observed price	2025-05-19	231
Observed price	2025-05-23	232
Observed price	2025-06-04	261
Observed price	2025-06-20	250
Observed price	2025-07-14	276
Observed price	2025-07-22	279
Observed price	2025-08-11	304
Observed price	2025-08-23	292
Observed price	2025-09-08	336
Observed price	2025-09-12	361
Observed price	2025-09-28	330
Observed price	2025-10-22	343
Observed price	2025-10-30	378
Observed price	2025-11-15	342
Observed price	2025-11-27	395
Observed price	2025-12-09	406
Observed price	2025-12-17	326
Observed price	2026-01-02	348
Observed price	2026-01-22	324
Observed price	2026-02-03	320
Observed price	2026-02-11	336
Observed price	2026-03-03	314
Observed price	2026-03-11	342
Observed price	2026-03-27	301
Observed price	2026-04-20	403
Observed price	2026-04-28	412
Observed price	2026-05-10	424
Observed price	2026-06-03	479
Observed price	2026-06-11	386
Observed price	2026-06-19	407
Observed price	2026-06-27	368
Observed price	2026-07-29	370
Observed price	2026-08-10	422
Observed price	2026-08-14	393
Observed price	2026-08-26	356
Observed price	2026-09-09	364
Observed price	2026-09-14	345
Published advisor forecast	2026-05-01	421
Published advisor forecast	2026-08-01	404
Published advisor forecast	2026-11-01	437
Published advisor forecast	2027-02-01	467
Published advisor forecast	2027-05-01	491
Published advisor forecast	2027-08-01	520
Published advisor forecast	2027-11-01	546
Published advisor forecast	2028-02-01	530
Published advisor forecast	2028-05-01	572
Published advisor forecast	2028-08-01	612
Published advisor forecast	2028-11-01	649
Published advisor forecast	2029-02-01	681
Published advisor forecast	2029-05-01	709
Published advisor forecast	2029-08-01	744
Published advisor forecast	2029-11-01	774
Published advisor forecast	2030-02-01	758
Published advisor forecast	2030-05-01	804
Published advisor forecast	2030-08-01	844
Published advisor forecast	2030-11-01	878
Published advisor forecast	2031-02-01	913
Published advisor forecast	2031-05-01	959

2. Scenarios & Signals

Bull case

Apple and Amazon fully defect from other suppliers, mandating AVGO for their custom ASIC inference farms and handing Broadcom total control over hyperscaler compute. TSMC mitigates the helium squeeze via alternative sourcing perfectly, keeping 2nm lines at 100% yield. VCF becomes the absolute global standard for sovereign AI data centers. Profit margins rip past 75%.

Apple enters a massive multi-gigawatt contract.
VMware revenue doubles as sovereign AI mandates force localized VCF adoption.
AVGO flips Nvidia in market cap as the inference TAM eclipses training.
AI networking margins expand as optical interconnects become mandatory.

Bear case

The Hormuz blockade and Qatar LNG/helium wipeout severely cripple TSMC's 2nm/3nm EUV yields. Broadcom cannot physically ship its Meta and Google backlog, forcing hyperscalers to panic-buy Nvidia GPUs instead. VMware mid-market customers revolt en masse, causing a massive ARR rug pull. The stock gets absolutely cooked as the Warsh Fed crushes tech multiples.

TSMC halts advanced node production due to materials starvation.
Nvidia bundles Spectrum-X, destroying Broadcom's Ethernet monopoly.
VMware churn accelerates past 30%, collapsing the software margin thesis.
successfully design networking chips totally in-house, cutting AVGO out.

Current crowd narrative

The noisy market thinks Broadcom is just catching Nvidia's sloppy seconds in the AI hardware boom, heavily anchored to the bias that GPUs are the eternal endgame for compute. Sell-side boomers see a bloated Frankenstein of acquisitions and fret over VMware's brutal subscription price hikes causing mid-market churn. They treat AVGO as an expensive dividend play that got lucky being tangentially related to hyperscaler capex, entirely missing the structural physics shift happening underneath the hood.

Alpha-gap assessment

The crowd fundamentally misunderstands the physics of AI scaling. General-purpose GPUs are wildly inefficient for hyper-scaled inference. Thermodynamics and information theory demand (XPUs) to optimize energy-per-token, and Broadcom owns the IP library and Ethernet routing to build them. The alpha gap is mispricing the structural transition from the 'training phase' (Nvidia GPUs) to the 'inference phase' (AVGO ). Add in the VCF software lock-in acting as a massive margin shock absorber, and AVGO is the actual tollbooth of the AI paradigm.

Convergence catalyst

Q3/Q4 2026 earnings reports verifying that custom AI silicon (XPUs) revenues are accelerating past $12B quarterly, proving the structural hyperscaler pivot from GPUs to ASICs for inference. Confirmation of massive 2nm TSMC tape-outs for Meta and Google will permanently close the .

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: 0.7
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
Custom XPU ASIC Supremacy	Nvidia GPUs are power-hungry generalized compute. First-principles thermodynamics dictates that inference at billion-user hyperscale requires custom ASICs. Broadcom is the absolute gigachad of custom silicon, securing Meta's MTIA chips through 2029 and Anthropic's Google TPU 3.5GW scale-out. They are literally building the energy-efficient physics layer of the AI S-curve. As models move from training to real-time inference, AVGO captures the high-volume hardware market. This is a structural paradigm shift, not a cyclical trade. The TAM for custom AI silicon will outgrow general GPUs, and AVGO holds the monopoly on the IP block library required to build them.	Not available%	+35.0%
Vmware Margin Extraction Engine	Hock Tan is running a PE strip-mining operation inside a tech giant, and it is absolutely bussin. By forcing the top 10,000 VMware customers onto the VMware Cloud Foundation (VCF) subscription bundle, they are squeezing insane recurring revenue out of a captured base. Operating margins for infra-software hit a mind-bending 76%. The smooth brains crying about SMB churn don't get it: enterprise lock-in is total, and the cash flow is funding the AI hardware R&D. This execution velocity is unmatched, subsidizing Broadcom's escape velocity into the $5T club without breaking a sweat.	Not available%	+25.0%
Ethernet Networking Monopoly	Connecting 100,000-GPU clusters requires moving atomic bits of data at the speed of light without latency spikes. Physics dictates that open standard Ethernet will crush proprietary InfiniBand over the long S-curve. Broadcom's Tomahawk switches and SerDes IP hold a ~60%+ market share in AI back-end networking. While the market hallucinates about Nvidia NVLink dominating forever, hyperscalers refuse to be vendor-locked and are standardizing on Ultra Ethernet. AVGO is the undisputed tollbooth for data center networking, capturing massive upside as AI clusters physically scale out.	Not available%	+20.0%
Hyperscaler Capex ARMS RACE	The hyperscaler AI capex floor for 2026 is an absolutely cooked $650B. Big Tech cannot stop spending; stopping means existential death in the AI race. This creates an unyielding demand funnel directly into Broadcom's backlog. While the macro economy burns with $119 oil and Hormuz blockades, Alphabet, Meta, and Amazon are still backing up the Brinks truck for custom XPUs and networking gear. This provides AVGO with total immunity to consumer cyclical downturns, acting as a direct siphon for the largest capital expenditure boom in human history.	Not available%	+15.0%

Primary frictions

Primary frictions supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
TSMC Helium Squeeze	You can't build 2nm chips without helium for EUV lithography cooling, period. The physics won't allow it. With the Qatar LNG blockade choking off ~30% of global helium supply, TSMC's capacity is hitting a hard physical ceiling. Broadcom has openly admitted this supply chain bottleneck. Even with a $73B AI backlog, if TSMC yields collapse due to raw material scarcity, AVGO cannot physically ship the XPUs. This is a catastrophic macro friction that no amount of software margin can magically bypass.	Not available%	-15.0%
Nvidia Spectrum X Counter Attack	Jensen is not going to just let Broadcom own the Ethernet backend without a fight. Nvidia is aggressively pushing its Spectrum-X Ethernet platform, explicitly bundling it with their GPUs to ice out Broadcom's Tomahawk switches. If Nvidia leverages its massive GPU market share to force hyperscalers into using their networking stack, AVGO's moat gets breached. This is a brutal trench war over information theory topology, and Nvidia has the war chest to subsidize the battle, acting as a permanent drag on AVGO's pricing power.	Not available%	-10.0%
Hyperscaler IN Housing Hubris	Meta and Google are partnering with Broadcom now, but their ultimate goal is total vertical integration. The moment their internal silicon teams feel they don't need AVGO's IP blocks or packaging expertise, they will rug-pull the contracts to capture the margin themselves. Apple did it to Intel; big tech will try to do it to AVGO. This customer concentration risk means Broadcom is always one hardware generation away from a major hyperscaler deciding they want to build the entire atomic stack from scratch.	Not available%	-8.0%
Vmware SMB Churn Revolt	Hock Tan's ruthless price hikes (up to 1000% for some configurations) are printing money now, but they are absolutely nuking goodwill. Mid-market customers are furious and actively migrating to Nutanix and open-source alternatives. While the top 10,000 whales are locked in, the long-tail churn represents a structural decay in the base. Over a 5-year horizon, this technical debt of burned bridges will cap infra-software growth and require continuous M&A to refill the funnel, creating diminishing returns on the PE-style playbook.	Not available%	-8.0%

Tail opportunities

Tail opportunities supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
Apple Defects TO Broadcom ASIC	Apple is secretly terrified of Nvidia's hardware dominance. If Apple officially taps Broadcom to co-design and manufacture its massive backend AI inference server chips (Apple Neural Engine scale-out), it would hand AVGO a multi-gigawatt, $20B+ blank check. This validates AVGO as the sole arms dealer to the anti-Nvidia alliance. Trigger: A WWDC hardware leak or supply chain confirmation of TSMC 2nm AVGO-Apple tape-outs. The market would instantly re-rate AVGO's TAM to include the entire iOS ecosystem's cloud backend.	35.0%	+25.0%
Sovereign Infrastructure Mandate	US and EU regulators panic over AI data sovereignty and mandate that all critical government and financial AI processing must occur on localized, physically isolated, multi-vendor private clouds. Broadcom's VMware Cloud Foundation (VCF) becomes the legally mandated gold standard for these deployments overnight, resulting in a 10x explosion in software ARR. Trigger: DHS/CISA or the EU Commission publishing binding AI infrastructure procurement rules. This fundamentally shifts AVGO from a cyclical chip play into a sovereign utility.	25.0%	+18.0%

Tail risks

Tail risks supplied in this advisor's published forecast
Force	Rationale	Probability	Expected price impact
TSMC 2nm EUV Yield Collapse	The Qatar helium shortage proves catastrophic. TSMC cannot maintain the thermodynamic precision required for 2nm EUV lithography without 6N purity helium. Yields for Meta's MTIA and Google's TPUs crash below 20%, utterly destroying Broadcom's delivery schedules and $73B backlog. Meta and Google panic and pivot back to off-the-shelf Nvidia GPUs. Trigger: TSMC explicitly halting 2nm production lines or AVGO issuing a dire revenue warning citing materials constraints. The stock would get absolutely cooked as the custom ASIC thesis evaporates.	30.0%	-25.0%
Nvidia Kills OPEN Ethernet	Nvidia leverages its absolute monopoly in AI training GPUs to force a vendor lock-in, dictating that next-gen Blackwell/Rubin clusters will only operate efficiently on NVLink and Spectrum-X proprietary networking. Hyperscalers capitulate, abandoning the Ultra Ethernet Consortium standard. Broadcom's Tomahawk networking monopoly is bypassed entirely. Trigger: Meta or Microsoft announcing a massive 500k GPU cluster built entirely without Broadcom networking IP. The market realizes AVGO's moat was an illusion, sparking a massive multiple contraction.	20.0%	-20.0%

Step-by-step forecast path

Elon Musk forecast path for prediction task predrqst_batch_task__xrefsubjtskconf_d6dc3358-38b1-53de-b3dd-368d3683f031__sb4__20260503171051
Step	Forecast date	Step change	Projected value (USD)	Scenario rationale
1	August 1, 2026	-4.0%	404.43	- TSMC helium shortage reality sets in; custom chip yields temporarily threatened. - Stock digests the insane 35% April rip; weak hands take profits. - Warsh yield curve steepener suppresses mega-cap tech multiples.
2	November 1, 2026	+8.0%	436.78	- Q3/Q4 earnings flex proves AI custom silicon revenue is immune to macro noise. - VMware EBITDA margins hold steady despite SMB churn FUD. - New $10B buyback execution puts a massive floor under the stock.
3	February 1, 2027	+7.0%	467.36	- 2027 backlog confirms >$100B line of sight for AI chips. - Meta MTIA 2nm tape-outs confirmed, validating the custom ASIC paradigm. - Hyperscaler capex budgets for 2027 are revised upward again.
4	May 1, 2027	+5.0%	490.73	- Alternative helium supply chains stabilize TSMC advanced node production. - Broadcom networking equipment completely dominates backend AI cluster buildouts. - Dividend is hiked again, pulling in boomer yield-chasers.
5	August 1, 2027	+6.0%	520.17	- Sovereign AI mandates push governments to adopt VMware Cloud Foundation. - Ultra Ethernet Consortium officially edges out proprietary InfiniBand in hyperscale design wins. - First-principles physics proves ASICs are the only viable path for trillion-parameter inference.
6	November 1, 2027	+5.0%	546.18	- Massive share float shrinkage from persistent buybacks mathematically boosts EPS. - Google TPU 3.5GW scale-out hits full operational stride. - Debt load from VMware acquisition is aggressively paid down via FCF.
7	February 1, 2028	-3.0%	529.79	- Brief cyclical digestion period in data center hardware refresh cycles. - Macro rotation out of mega-cap tech into beaten-down industrials as post-war economy stabilizes. - Temporary narrative exhaustion on the AI trade.
8	May 1, 2028	+8.0%	572.18	- Next-generation 1.6T/3.2T optical interconnects launch, triggering a massive upgrade supercycle. - Apple rumored to heavily expand custom silicon partnership with AVGO. - Software abstraction layer revenue growth re-accelerates.
9	August 1, 2028	+7.0%	612.23	- Hock Tan announces another highly accretive, ruthless software 'tuck-in' acquisition. - EBITDA margins organically cross 70% as operating leverage peaks. - Nvidia capitulates on killing Ethernet, ensuring AVGO's moat.
10	November 1, 2028	+6.0%	648.96	- Multi-year supply agreements secure substrate and advanced packaging capacity, boxing out smaller rivals. - Private AI clouds become the enterprise standard, driving VCF renewals. - Market fully re-rates AVGO as an infrastructure utility, not a cyclical semi.
11	February 1, 2029	+5.0%	681.41	- Steady-state compounding. AVGO acts as the tollbooth for all global AI inference traffic. - Global M2 expansion resumes smoothly, supporting asset prices. - Execution velocity remains flawless under Tan's decentralized operating model.
12	May 1, 2029	+4.0%	708.67	- Custom ASIC revenue overtakes generalized GPU revenue globally, cementing the paradigm shift. - Strong cash generation continues to fund outsized capital returns. - Valuation multiple stabilizes at a premium.
13	August 1, 2029	+5.0%	744.10	- Major hyperscalers commit to the next 5-year generation of custom silicon architectures with AVGO. - Software division generates massive cross-selling synergies. - Total lock-in of the top 20,000 global enterprises is achieved.
14	November 1, 2029	+4.0%	773.86	- Continuous incremental optimization of the product stack. - AI-driven automation inside AVGO reduces internal R&D overhead, expanding margins further. - Market cap steadily marches toward $4T.
15	February 1, 2030	-2.0%	758.39	- Natural S-curve maturation. The hyper-growth phase of initial AI cluster buildout cools off. - Pricing pressure from hyperscalers attempting to squeeze AVGO margins. - Mild regulatory scrutiny on the VMware monopoly.
16	May 1, 2030	+6.0%	803.89	- Launch of photonics-integrated silicon chips revolutionizes data center power consumption. - Broadcom's R&D moat proves insurmountable for disruptive startups. - Replacement cycle begins for the 2026-era AI clusters.
17	August 1, 2030	+5.0%	844.08	- Dominance in edge-AI networking chips opens up a new multi-billion dollar TAM. - Telecom infrastructure upgrades (6G precursor) heavily utilize AVGO silicon. - Dividend yield remains highly attractive to institutional capital.
18	November 1, 2030	+4.0%	877.85	- Hock Tan's succession plan is formalized, securing execution continuity. - The 'franchise model' of business units continues to output ruthless efficiency. - Software ARR becomes the majority of total corporate profit.
19	February 1, 2031	+4.0%	912.96	- Broadcom solidifies its status as the absolute physical baseline of the internet and AI economy. - Consistent share buybacks have massively concentrated earnings power per share. - Geopolitical supply chains have fully realigned to secure status.
20	May 1, 2031	+5.0%	958.61	- 5-year paradigm shift complete. ASICs rule inference, Ethernet rules networking, VCF rules private cloud. - AVGO joins the ultra-elite $5T market cap club. - The First-Principles Builder thesis is fully vindicated.

Advisor and configuration

Advisor: elon_musk__the_visionary__google_gemini_3_pro__20251119_preview_release
Persona: Elon Musk
Archetype: The Visionary
Model: (November 19, 2025) Preview Release
Provider: Google
Mode: RESEARCHER (Web Search Enabled) with High Reasoning and Standard Creativity
Task configuration: elon_musk__the_visionary__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: elon_musk__the_visionary__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 Elon Musk 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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