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Questions aim low, answers land high

Questions aim low, answers land high: the dialogue keeps correcting expectations upward with facts already in hand

Calls Tested
499
Answered YES
67
Hit Rate
13.4%
rare by design

Barrick Gold Corporation (GOLD) — this company's answers

NO on the Q3 2023 call 2023-11-02 C
The model's full reasoning — Q3 2023 call → NO我们根据指令分析。指令要求判断是否存在“问题低于业务”和“管理层向上纠正”的双重动态。通读整个电话会议,分析师的问题往往基于谨慎或较低的预期,而管理层则用具体已发生的事实进行向上纠正。 例如: - 关于Pueblo Viejo的产量和成本,分析师询问2024年产量是否会低于之前指导,管理层确认会低于100万盎司但高于80万,并指出这是暂时的,且长期设计产量仍会达到。 - 关于资本支出和债务,分析师询问峰值债务,管理层表示即使使用低于现货的价格假设,也不会积累债务,现金流足以覆盖资本支出。 - 关于健康安全,分析师询问是否程序问题,管理层承认有死亡事故但强调正在改进培训等。 - 关于First Quantum收购,分析师询问是否考虑,管理层拒绝评论。 - 关于RekoDiq股权,分析师询问是否出售,管理层明确表示50%不出售。 但注意:指令要求“问题低于业务”和“管理层向上纠正”必须同时出现,且贯穿多个交流。然而,在本次电话会议中,分析师的问题大多是关于具体运营细节(如PV的恢复率、成本、资本支出),而管理层的回答有时是承认问题(如PV的延迟、成本高于指导),有时是纠正(如铜产量达标、财务强劲)。但整体上,管理层并没有反复向上纠正,而是承认了一些挫折(如PV的延迟、两起死亡事故),并强调长期战略。分析师的问题也并非都低于业务,有些是直接询问已知问题。 仔细看:分析师问PV的恢复率下降,管理层解释是调试阶段,预期会改善。这算向上纠正吗?管理层说“我们预期第四季度会更好”,但这是展望,不是已发生事实。关于资本支出,管理层说“即使使用低于现货的价格,我们也不会积累债务”,这是基于假设,不是已发生事实。关于健康安全,管理层承认有死亡,但说正在改进,这也不是向上纠正。 更关键的是,管理层在回答中多次提到“我们预期”、“我们将”,而不是“已经发生”。例如:“我们预期第四季度产量会更好”、“我们预期2024年产量超过80万盎司”、“我们预期成本会下降”。这些是展望,不是已发生事实。 指令要求“管理层向上纠正”必须基于“已经发生或正在发生的具体事实”,而不是计划或预期。在本次电话会议中,管理层确实提到了一些已发生的事实,如“铜产量达标”、“财务强劲”、“PV的临时解决方案已实施”等,但整体上,分析师的问题并非都低于业务,管理层也并非都向上纠正。例如,分析师问PV的恢复率,管理层承认恢复率下降是事实,但解释原因,并预期改善,这不算向上纠正,因为管理层没有说恢复率已经高于预期。 此外,分析师的问题有时是直接询问已知问题(如PV延迟),管理层承认,这属于同一水平。因此,不符合“问题低于业务”和“管理层向上纠正”的双重动态。 结论:不满足条件,回答NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: Reading this call as a whole, is there a clear, recurring MISMATCH IN LEVEL between what the questioners assume about the company and what management reports is actually happening — with the mismatch running in the UPWARD direction — such that analysts' questions are framed around a more modest, more cautious, or more troubled version of the business, and management repeatedly answers by correcting that frame UPWARD using concrete things that have ALREADY happened or are ALREADY happening? Answer YES when BOTH halves of this one dynamic come through across the call, in whatever form fits the business: (1) THE QUESTIONS SIT BELOW THE BUSINESS. Across multiple exchanges — not just one — the analysts' questions are premised on a lower or more guarded picture of the company than management's account supports: probing whether recent strength can hold or must fade, asking about risks, slowdowns, competition, funding, or problems that management's answers show are not what the business is currently experiencing, sizing the company's prospects around its old level or old story, or treating as uncertain things management describes as already settled. The cautious framing may be polite, routine, or skeptical in tone — what matters is that the expectations embedded in the questions run BELOW what the answers reveal. (2) MANAGEMENT CORRECTS UPWARD WITH THINGS ALREADY REAL. In responding, management does not merely reassure, promise, or express confidence — it repeatedly answers the cautious premise by pointing to concrete, present-tense or just-happened operating facts that exceed it: actual orders, customers, volumes, activity, output, utilization, commitments, or operational progress already occurring, described with enough specificity (who, what, how much, how recently, or what changed) that the correction rests on observed reality rather than on outlook language. The overall effect of the call is that a reader watching only the dialogue sees the company's actual current level repeatedly coming in ABOVE where the questioners had placed it, with management conveying — directly or plainly in substance — that this stronger current reality is continuing rather than concluded. Answer NO if the questions and answers sit at the same level — analysts and management sharing one picture of the business, whether good or bad. NO if the analysts' expectations run ABOVE the business, with management talking enthusiasm down, hedging, or conceding weakness. NO if management's corrections rest mainly on plans, guidance, pipeline, market size, or confidence rather than on things already happening. NO if the upward correction occurs in only a single exchange while the rest of the call is aligned. NO if management corrects the frame with one-time items, windfalls, or conditions it itself expects to reverse. NO if the reported period is weak and management is chiefly excusing it or promising a turnaround. NO if there is no substantive question-and-answer dialogue in the transcript from which the mismatch can be judged. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
FWONK Formula One Group Q1 2024 2024-05-08 C+
AZEK The AZEK Company Inc. Q2 2024 2024-05-08 B+
AES The AES Corporation Q1 2024 2024-05-03 C+
WEC WEC Energy Group, Inc. Q1 2024 2024-05-01 A
PDS Precision Drilling Corporation Q1 2024 2024-04-25 B
GL Globe Life Inc. Q1 2024 2024-04-23 F
GIII G-III Apparel Group, Ltd. Q4 2024 2024-03-14 C
NICE NICE Ltd. Q4 2023 2024-02-22 B+
EGP EastGroup Properties, Inc. Q4 2023 2024-02-08 B
DASH DoorDash, Inc. Q3 2023 2023-11-01 C+
SITM SiTime Corporation Q2 2023 2023-08-02 C+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
AFL Aflac Incorporated Q2 2023 2023-08-02 C+
SLF Sun Life Financial Inc. Q1 2023 2023-05-12 B
SPIR Spire Global, Inc. Q1 2023 2023-05-10 B
KE Kimball Electronics, Inc. Q3 2023 2023-05-06 C+
SBRA Sabra Health Care REIT, Inc. Q1 2023 2023-05-04 B
BRX Brixmor Property Group Inc. Q1 2023 2023-05-02 A
TACT TransAct Technologies Incorporated Q4 2022 2023-03-08 A
DKS DICK'S Sporting Goods, Inc. Q4 2022 2023-03-07 B
TOST Toast, Inc. Q4 2022 2023-02-16 C+
ADPT Adaptive Biotechnologies Corporation Q4 2022 2023-02-14 C+
ADM Archer-Daniels-Midland Company Q4 2022 2023-01-26 C+
HBAN Huntington Bancshares Incorporated Q4 2022 2023-01-20 B
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
ICL ICL Group Ltd Q3 2022 2022-11-09 B+
SYY Sysco Corporation Q1 2023 2022-11-01 C+
FLR Fluor Corporation Q2 2022 2022-08-05 D
CRL Charles River Laboratories International Q2 2022 2022-08-03 C
HLNE Hamilton Lane Incorporated Q1 2023 2022-08-02 C+
SGRY Surgery Partners, Inc. Q2 2022 2022-08-02 B+
IT Gartner, Inc. Q2 2022 2022-08-02 A
LIN Linde plc Q2 2022 2022-07-28 B+
CME CME Group Inc. Q2 2022 2022-07-27 B
PRGS Progress Software Corporation Q2 2022 2022-06-28 B+
KFY Korn Ferry Q4 2022 2022-06-22 B
BHF Brighthouse Financial, Inc. Q1 2022 2022-05-10 C
VVV Valvoline Inc. Q1 2022 2022-02-09 C+
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
MD Pediatrix Medical Group, Inc. Q3 2021 2021-10-28 B
LOPE Grand Canyon Education, Inc. Q2 2021 2021-08-08 C
T AT&T Inc. Q3 2018 2018-10-24 C+
STM STMicroelectronics NV Q3 2018 2018-10-24 C+
TMHC Taylor Morrison Home Corporation Q2 2018 2018-08-01 B
ORAN Orange SA Q2 2018 2018-07-26 B
KIM Kimco Realty Corporation Q2 2018 2018-07-26 B+
HPE Hewlett Packard Enterprise Company Q2 2018 2018-05-22 B+
LAUR Laureate Education, Inc. Q1 2018 2018-05-13 B+
SATS EchoStar Corporation Q1 2018 2018-05-10 C+
ALLY Ally Financial Inc. Q1 2018 2018-04-26 B+
KRG Kite Realty Group Trust Q1 2018 2018-04-26 C+
AVT Avnet, Inc. Q2 2018 2018-01-25 B
RACE Ferrari N.V. Q3 2017 2017-11-02 C+
IR Ingersoll-Rand Plc Q3 2017 2017-10-25 B
SNA Snap-on Incorporated Q3 2017 2017-10-19 B
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
CCOI Cogent Communications Holdings, Inc. Q2 2017 2017-08-03 B
LEA Lear Corporation Q2 2017 2017-07-26 B+
DHR Danaher Corporation Q1 2017 2017-04-20 B
CAG Conagra Brands, Inc. Q2 2017 2016-12-22 C+
MAT Mattel, Inc. Q3 2016 2016-10-19 C
CGNX Cognex Corporation Q2 2016 2016-08-01 A
GOGO Gogo Inc. Q1 2016 2016-05-06 C+
DD DuPont de Nemours, Inc. Q1 2016 2016-04-26 B+
HPP Hudson Pacific Properties, Inc. Q4 2015 2016-02-25 C
HD The Home Depot, Inc. Q4 2015 2016-02-23 A
JHX James Hardie Industries plc Q3 2016 2016-02-19 B+

How the model reasoned

GOGO · Q1 2016 → YESThe question is about whether there's a clear, recurring mismatch where analysts assume a more modest/cautious/troubled version, and management corrects UPWARD with things already happening. YES The analysts' questions repeatedly frame the business around cautious or risk-oriented assumptions—such as ARPA trajectory concerns amid competition, cash and liquidity needs, potential sentiment issues with the Gogo brand, and competitive pressures from Panasonic—while management consistently corrects upward by citing concrete, already-realized facts: record revenues, 2Ku now in service on AeroMexico and IAG, over 1,000 planes awarded, Delta increases, install records, and backlog progress already achieved. This pattern repeats across multiple exchanges, with management pointing to present-tense operational realities that exceed the cautious premises embedded in the questions.
LAUR · Q1 2018 → YESThe question is about whether there's a clear, recurring mismatch in level between what the questioners assume and what management reports, with the mismatch running UPWARD. Analysts think more modest...YES The transcript shows a clear recurring mismatch running upward. Analysts repeatedly probe cautious angles—Chile as a potential end rather than final ruling, Brazil FIES exposure as a risk, margin phasing and guidance including divestitures, Turkey as needing update, FCF not raised despite Chile, leverage post-St. Augustine, and Accelerator 2.0 health sciences—framing the business around lingering uncertainties or modest upside.
JHX · Q3 2016 → YESThe question is about whether there's a clear, recurring mismatch where analysts assume a more modest/cautious/troubled version, and management corrects UPWARD with concrete things already happening. ...NO The transcript shows analysts probing for signs of weakness or slowdowns (seasonal margins, destocking, Europe performance, PDG pickup, volumes vs targets), but management repeatedly corrects upward with concrete current facts: strong Q3 margins (2.6 points better), no destocking, plants running well, costs controlled, 12% volume growth, Europe already through the one-off, and inventory normalized.

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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.