Question Bank › Skeptical premise dismantled with receipts

Skeptical premise dismantled with receipts

Skeptical premise dismantled with receipts: the call's central doubt is answered by named, checkable current facts

Calls Tested
497
Answered YES
24
Hit Rate
4.8%
rare by design

STMicroelectronics NV (STM) — this company's answers

NO on the Q3 2018 call 2018-10-24 C+
The model's full reasoning — Q3 2018 call → NO我们根据要求分析。需要检查是否有针对公司的具体疑虑,并且管理层用已实现的可核查事实来反驳。 在电话会议中,分析师提到了一些疑虑:1)中国市场需求疲软,微控制器库存调整;2)汽车行业可能放缓;3)功率分立器件定价上涨但担心后续。管理层承认微控制器在中国疲软,但说这是暂时的,用POS数据(年同比增长10%)和库存水平(低于3个月)来反驳。关于汽车,管理层强调订单强劲,增长17%,并提到硅碳化物项目。但这些反驳是否具体?管理层说汽车需求强劲,但未给出具体数字,主要是信心。关于微控制器,管理层给出具体数据:POS年同比仍增长10%,库存低于3个月,但这是总体情况,且说库存调整在Q4会减少。然而,疑虑是否被直接反驳?分析师问的是微控制器放缓会持续多久,管理层说“非常机械”,没有具体事实。另外,功率分立器件,管理层说定价有上涨,但未具体。 注意到有分析师问汽车2019年,管理层拒绝透露,只强调当前可见性好。这不是用已实现事实反驳。 整个对话中,疑虑主要是关于中国微控制器疲软和汽车放缓,但管理层的回应主要是描述当前情况,部分有数据(如库存水平),但并未明确指向“怀疑者认为会恶化,而事实相反”的强动态。例如,微控制器确实在下降(MDG收入下降),管理层承认并称是暂时,但没有具体证据表明需求恢复。 更关键的是,管理层承认了微控制器在中国疲软,并认为库存调整会持续到Q4,这实际上是确认了疑虑。虽然说了“暂时”,但未提供已经发生的相反事实。 是否有某个疑虑被用具体已实现事实直接反驳?例如,汽车方面,分析师担心汽车放缓,管理层说“没有重大影响”,但只是说订单强,没有给出具体数字如季度汽车收入增长。实际上,ADG收入同比增长16.3%,这是具体事实,但那是本季度已实现,可用于反驳疑虑。但疑虑是未来放缓,管理层用当前强劲增长来反驳,但这是已发生的事实。不过,分析师质疑的是未来,而管理层用现在的事实,但不够具体。 再看要求:“management answers that specific doubt NOT with reassurance, plans, or argument, but with NAMED, CHECKABLE FACTS FROM THE RECENT PERIOD that run directly against it”。这里汽车疑虑,管理层给出ADG增长16.3%,汽车业务全年增长17%预期,但那是预期,不是已实现。实际上,ADG收入增长已实现,但管理层没有明确说“你担心汽车放缓,但本季度汽车收入增长16.3%”这样的直接反驳。他们只是说“需求强劲”。 更明显的是,对于微控制器疑虑,管理层承认放缓,所以没有反驳。 还有一个疑虑是成像业务,但那是正面的。 整体看,没有一个清晰的公司特定疑虑被管理层用具体已实现事实直接反驳。大多数回应是描述现状和信心。 因此,答案应为NO。 但检查是否有其他疑虑:比如市场份额,或利润?分析师问毛利率,但那是正常。 所以,NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: On this call, is there ONE IDENTIFIABLE DOUBT ABOUT THIS COMPANY THAT IS LIVE IN THE CONVERSATION — evident because analysts press it, or because management itself names it as what skeptics or the market believe — AND does management answer that specific doubt NOT with reassurance, plans, or argument, but with NAMED, CHECKABLE FACTS FROM THE RECENT PERIOD that run directly against it — concrete events, behaviors, or numbers already realized (customers renewed or expanded when expected to leave, demand that held or grew through the feared window, losses that narrowed from operations, the doubted product performing in real use, the feared dependency reduced by actual new business) — described specifically enough that a reader could later verify them, with management conveying that the same contrary evidence is continuing rather than a one-quarter fluke? Answer YES when both halves come through as one dynamic in the transcript, in whatever form fits the business: a genuine, company-specific standing doubt, and a rebuttal built from already-occurred operating facts that the doubt's holders could check. It strengthens a YES when management engages the doubt directly and calmly rather than deflecting, and when the facts offered are of a kind that will keep accruing. Answer NO if no company-specific doubt is visible — an ordinary healthy company fielding routine questions. NO if the doubt exists but the answer is chiefly confidence, vision, targets, or projections. NO if the period's evidence actually confirms the doubt and management is excusing it. NO if the contrary facts are one-time items (asset sales, settlements, financings) rather than operating substance. NO if the doubt is generic macro gloom not attached to this company. NO if the rebuttal facts are vague ('demand remains strong') without specific grounding. NO if the dynamic appears only in an analyst's characterization that management does not itself engage with substance. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
GL Globe Life Inc. Q1 2024 2024-04-23 F
MET MetLife, Inc. Q4 2023 2024-02-01 B+
SITM SiTime Corporation Q2 2023 2023-08-02 C+
PGRE Paramount Group, Inc. Q2 2023 2023-08-01 D
MBLY Mobileye Global Inc. Q2 2023 2023-07-28 B+
CRBG Corebridge Financial, Inc. Q4 2022 2023-02-22 B
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
LIN Linde plc Q2 2022 2022-07-28 B+
CME CME Group Inc. Q2 2022 2022-07-27 B
BFIN BankFinancial Corporation Q1 2022 2022-05-06 A
BXP Boston Properties, Inc. Q1 2022 2022-05-03 A
VVV Valvoline Inc. Q1 2022 2022-02-09 C+
IPGP IPG Photonics Corporation Q3 2021 2021-11-02 C
AMC AMC Entertainment Holdings, Inc. Q2 2021 2021-08-09 D
ESRT Empire State Realty Trust, Inc. Q2 2021 2021-07-29 C+
T AT&T Inc. Q3 2018 2018-10-24 C+
AVT Avnet, Inc. Q2 2018 2018-01-25 B
PII Polaris Inc. Q3 2017 2017-10-24 C+
GNTX Gentex Corporation Q3 2017 2017-10-20 B
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
TGI Triumph Group, Inc. Q2 2017 2016-11-03 C+
HPP Hudson Pacific Properties, Inc. Q4 2015 2016-02-25 C
SAN Banco Santander, S.A. Q4 2015 2016-01-27 B

How the model reasoned

IPGP · Q3 2021 → YESThe question is very specific: Is there ONE IDENTIFIABLE DOUBT ABOUT THIS COMPANY THAT IS LIVE IN THE CONVERSATION, and does management answer it with NAMED, CHECKABLE FACTS FROM THE RECENT PERIOD tha...YES The transcript shows a clear, company-specific doubt centered on China market softness and competitive pricing pressure, which analysts repeatedly press (e.g., on whether gross margins will hold, if diversification will offset the impact, and whether LightWELD can scale). Management directly engages this doubt by citing concrete, checkable facts from 2022: China revenue down only 7% while North America grew +55% and Europe +50%, gross margin expanded 100 bps to 49% driven by product mix and pricing discipline, and other China applications (EV battery, additive manufacturing, marking) remained robust.
CRBG · Q4 2022 → YESThe question is very specific: Is there ONE IDENTIFIABLE DOUBT ABOUT THIS COMPANY THAT IS LIVE IN THE CONVERSATION, and does management answer it with NAMED, CHECKABLE FACTS FROM THE RECENT PERIOD tha...YES The transcript shows a clear, company-specific doubt about elevated fixed annuity surrenders in a rising-rate environment, which analysts press and management itself flags as expected for 2023.
GL · Q1 2024 → YESThe question is: Is there ONE IDENTIFIABLE DOUBT ABOUT THIS COMPANY THAT IS LIVE IN THE CONVERSATION, and does management answer that specific doubt with NAMED, CHECKABLE FACTS FROM THE RECENT PERIOD ...

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Not investment advice. Artul.ai publishes AI-generated earnings-call quality grades and expected-volatility estimates — never buy or sell recommendations. We tested over 1,600 predictive hypotheses against 165,000 transcripts; the honest result, including what failed, is documented in our methodology.