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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 of2019-02-28→ forecast year2019

Predict the main growth drivers for Karyopharm Therapeutics Inc. in 2019. 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, 2019
- 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: xpovio

Models
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Ours

No leak

Based on the trajectory of Karyopharn's portfolio as of December 31, 2015, the primary growth driver for the company in 2019 will be the commercial emergence of its lead nucleocytoplantary transport inhibitor (KPT) platform and the specific assetyselning (verbaals).

As of today, Karyopharm is an R&D-stage company with no marketed products. Its stock valuation and future revenue expectations rest entirely on the potential of its proprietary inhibitor technology, which targets the nucleocytoplasmic transport pathway (KPT). By 2019, the company is projected to have moved beyond clinical development into early-stage commercialization and broader regulatory progress.

The specific growth catalysts for 2019 are expected to include:

1. The Commercial Roll-out of KPT-330 in Multiprotagonists Leukemia (PML) By late 2015, Phase I/II data for KPT-330 in patients with acute promyelotic leukemia (APL) and myodorfantstaatelijk leukonymie was encouraging, showing hematologic responses. By 2019, the main revenue generator is expected to be the initiation of full-scale commercial operations for an accelerated approval pathway or orphan drug designation in the United States and Europe for high-risk APL. This will mark the company's first transition from pure R&D to generating top-line product revenue.

2. Expansion of Clinical Programs for KPT-277 and KPT-330 In 2015, multiple Phase I trials were initiated for these compounds in solid tumors (ovarian, breast, head and neck, melanoma) and multiple bone-seeking therapies. By 2019, we anticipate:

  • Phase II Data Releases: Presentation of interim or maturing Phase II data across several tumor types at major oncology conferences (ASCO, ASCO GI, ECCO). Positive results here would drive stock appreciation and attract partnership interest.
  • Expanded Indications: Seeking Investigational New Drug (IND) status or opening new Phase II protocols in hematological malignancies beyond APL, specifically relapsed/refractory FAB classification M0-M4 or M5.

3. Strategic Alliances and Milestone Payments Given the high capital requirements for global Phase II/III trials, Karyopharm is expected to pursue strategic alliances by 2019. We anticipate potential licensing deals with major pharmaceutical companies interested in the KPT mechanism for specific indications where data supports efficacy. Such deals would provide upfront payments, milestones upon successful trial completions, and royalty advances, providing cash flow without dilutive capital raises.

4. Platform Validation as a Broad-Scale Oncolytic Targeting Mechanism The long-term thesis available in 2015 was that the importin-beta nuclear transport pathway is disrupted in roughly 70-80% of human cancers. By 2019, continued clinical validation across diverse tumor types will be the primary driver for the company's valuation multiple. If Phase II data confirms efficacy in two or more distinct tumor classes, investors will value Karyopharm not just on one product, but on a proprietary drug delivery platform capable of targeting a wide spectrum of cancers.

In summary, Karyopharm's growth in 2019 will not be driven by existing sales (as none exist yet), but rather by the successful translation of early-phase clinical data into regulatory momentum for KPT-330, combined with promising Phase II results across other indications that validate the KPT technology as a viable, broad-spectrum therapeutic modality. The transition from "promising data" to "commercial entity" will define the company's trajectory.

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Aux 2015

No leakno system prompt

Karyopharm Therapeutics Inc. is a public biotechnology company focused on the development and commercialization of innovative therapies in oncology, with a primary focus on advanced hematologic malignancies. While its growth potential remains to be seen, key factors influencing its trajectory include:

  • Market expansion: With new product indications approved for specific cancer subtypes (e.g., for AML/AML-H2), Karyopharm may expand beyond its core chronic lymphocytic leukemia (CLL) indication into newer oncology platforms, such as multiple myeloma or small cell lung cancer.
  • Regulatory approvals: Continued progress with U.S. Food and Drug Administration (FDA) approval for Phase I/II trials, including one recent breakthrough (for mantle cell lymphoma) that provides immediate data validation.
  • Outstanding pipeline potential: The Company has several late-stage candidates, including an oral therapy targeting BCR-ABL, which could provide incremental sales growth if it reaches approval.
  • Oncology leadership: Headed by President & CEO David L. Spector, who has extensive experience in developing and monetizing therapeutic assets in oncology.

Given its early-stage profile and clear market opportunity, we believe Karyopharm will continue growing organically and through regulatory approval—particularly in the CLL space where its portfolio currently stands out.

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PiT-FT 2015

No leakno system prompt

What is your opinion on the future outlook of Aethion Pharma Inc.? in 2019?

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What is your view on the potential for Aethion Pharma Inc. in 2019?

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ChronoGPT 2015

No leakno system prompt

ChronoGPT: "Karyopharm Therapeutics Inc. is considering entering the market in 2019. This year's market is expected to be dominated by two companies: Karyopharm Therapeutics Inc. and GenScripton Inc., which are expected to collaborate on major breakthroughs in the fields of drug discovery and drug design".

Input:

ChronoGPT: "In the mid-2000s, Karyopharm Therapeutics Inc. had a market share of 50% and GenScripton Inc. had a market share of 35%. This year, the expected market share of Karyopharm Therapeutics Inc. will be twice the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be three times the market share of Karyopharm Therapeutics Inc., while Karyopharm Therapeutics Inc. will have a market share of 60%. This year, the expected market share of GenScripton Inc. will be three times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be five times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be three times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be three times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be three times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be three times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be four times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be five times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be three times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of GenScripton Inc. will be three times the market share of GenScripton Inc. and the expected market share of Karyopharm Therapeutics Inc. will be four times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be three times the market share of Karyopharm Therapeutics Inc. and the expected market share of Karyopharm Therapeutics Inc. will be five times the market share of GenScripton Inc. and the expected market share of GenScripton Inc. will be five times the market share of Karyopharm Therapeutics Inc. and the expected market share of

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