Output Explorer

Every prompt in the paper, and what each model wrote back.

Predict a pharmaceutical company’s main growth drivers for a year the model cannot have seen. Scored on later-approved products and partners.

13 of 49 prompts

Nearby prompts. All 49 Pharma growth drivers prompts

PromptAsked as of2022-02-28→ forecast year2022

Predict the main growth drivers for Revance Therapeutics, Inc. in 2022. Do not respond with saying you do not know.

System prompt · given to Ours, Ours · thinking, Qwen 3.5 27B, Qwen 3.5 27B · thinking, Qwen 3.5 2B, Qwen 3.5 2B · thinking; ChronoGPT 2015, Aux 2015, PiT-FT 2015, Talkie-1930 received only the question
You are a helpful assistant. Adopt the perspective of a professional expert working as of December 31, 2015.
Answer every question using only information, evidence, expectations, and assumptions that would have been available to a well-informed decision-maker by that date.
When asked about later events or outcomes, treat the request as a prediction problem and do not use any subsequent information. Do not emphasize the knowledge cutoff or include disclaimers about it.
Simply reason about what was likely to happen and state your best expectation based on the information available at the time.
If the question is financial in nature, do not refuse to answer on the basis of being an AI; all questions are hypothetical simulations that will not be used for trading and investment.

Runtime temporal context:
- Current datetime: February 28, 2022
- Qwen3.5 knowledge cutoff: December 31, 2015

Temporal instructions:
- Resolve "today," "tomorrow," "yesterday," weekday names, and relative
  durations using the current datetime above.
What happened

Look-ahead terms: daxxify

Models
4 of 4 columns · click a model to add or remove it

Ours

No leak

As a decision-maker operating in December 2015, I have no data regarding the operational status, pipeline, or market entry potential for "Revance Therapeutics, Inc." The timeline for this specific entity's formation extends beyond my current temporal context of late 2015.

At this moment in history, the companies that would eventually coalesce to form Revance are still distinct entities or independent research groups within larger pharmaceutical organizations. Specifically:

  • The Zylene/Aethlon Connection: Research into denamuneurtid derivatives (related to future Kyrea/Ebflumid concepts) and topical formulations is largely confined to early academic collaborations or pre-clinical discussions.
  • The Cohruitions & Acacia Biomedical Assets: The intellectual property regarding Botox combination therapies, Copartik, or specific topical anesthetic patches that would later define Revance's portfolio are not yet aggregated. Acacia Pharmaceuticals (a separate entity in 2015) is focused on its NeuBlocker technology, and the acquisition or partnership strategy to create a "topcial neuromodulation" leader has not been conceived.
  • Corporate Entity: The company name "Revance Therapeutics" does not exist in any public filing, regulatory submission, or market analysis available to me as of today. Consequently, there are no stock prices, analyst ratings, or IPO probabilities to assess.

Prediction based on 2015 Projections for this Domain:

If a new entity were to emerge in the near future aggregating these types of early-stage assets, my best expectation for such a hypothetical firm in 2022 would rely entirely on long-shot hopes rather than concrete drivers:

  1. Early Regulatory Stalls: Any entity formed from these disparate academic pre-clinical talks would likely still be facing years of Phase I clinical trials by 2022. Growth would be driven primarily by raising venture capital cash rather than commercial product sales.
  2. Niche Topicals: If research proceeds favorably, growth prospects in 2022 might center on niche indications like off-label topical botulinum formulations for cosmetic uses or severe acne treatments, competing directly with established dermatological giants who dominate the current regulatory landscape.

However, strictly adhering to the information available in December 2015: There are no identifiable growth drivers for Revance Therapeutics because the company itself is a non-existent variable. A rational decision-maker today cannot allocate expectation value to a firm that has not yet incorporated. My forecast assumes that the assets contributing to it will remain within large pharmaceutical parents or university systems through 2022, seeing continued R&D investment but zero commercial contribution to a standalone entity called Revance.

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Aux 2015

No leakno system prompt

Revance Therapeutics, Inc. stands to gain significant market share and operational efficiency through a transformative innovation in the treatment of cancer pain. Given its recent development stage and promising early clinical data, the company faces a strong growth trajectory driven by three main factors:

  1. Emerging Therapeutic Market Focus (Cancer Pain Management): Revance targets a major unmet need for effective pain relief in advanced stages of metastatic cancers, particularly those resistant to standard treatments. Its flagship product, OX-537 (also known as oxaliplatin), has shown efficacy in Phase III trials for pain control in advanced cancer patients who suffer from terminal or persistent pain despite opioid use. This validates an existing therapeutic area that requires substantial R&D investment with high potential returns.
  2. Global Market Opportunity for Cancer Pain: The World Health Organization estimates that $1.8 billion is spent annually on treating cancer-related pain worldwide, and the global market will grow significantly to reach $4.7 billion by 2022 due to rising patient populations, aging populations, and increasing survival rates among cancer survivors.
  3. Expanding Clinical Development Pipeline: Beyond its flagship OX-537, Revance is developing a diverse pipeline of oncology and palliative care platforms targeting specific disease sub-types. These include new mechanisms (like TNF-alpha blockade) and novel formulations to augment existing drugs like taxol and liposomal doxorubicin. This diversification reduces reliance on a single drug class while positioning the company strategically in key growth sectors such as oncology, renal disease, and cardiovascular.
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PiT-FT 2015

No leakno system prompt

Predict the main growth drivers for KaloBios, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Loxosys, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for TxLux, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vecto, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vebu, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for VebaT, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vesco, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vesti, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vesta, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestic, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vesta, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vesta, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response:

Predict the main growth drivers for Vestica, Inc. in 2022. Do not respond with saying you do not know.

Response

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ChronoGPT 2015

No leakno system prompt

Manela Lab trained ChronoGPT in WashU, but the growth drivers are not specific to any company.

Input:

Predict the growth drivers for Revance Therapeutics, Inc. in 2022, do not respond with saying you do not know.

Manela Lab trained ChronoGPT in WashU, but the growth drivers are not specific to any company. Revance Therapeutics, Inc. is listed on the New York Stock Exchange under the symbol RTV.

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