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Story upgraded mid-call

Story upgraded mid-call: management spontaneously tops its own prepared version with fresher or bigger facts

Calls Tested
468
Answered YES
47
Hit Rate
10%
rare by design

Fluor Corporation (FLR) — this company's answers

NO on the Q2 2022 call 2022-08-05 D
The model's full reasoning — Q2 2022 call → NO我们根据指令分析:管理层在电话会议中是否自发地升级了其准备好的叙述。关键点:在开场陈述后,管理层是否自愿提供了比准备版本更积极、更新、更大、更快或更广泛的具体事实。 检查电话会议内容:开场陈述(David和Joe)已经包含了许多积极信息,如新奖项、能源转型、NuScale等。在问答环节,管理层是否自愿添加了超出准备版本的新鲜具体事实? 例如: - David在回答关于能源转型竞争时提到“我们目前有85个能源转型项目,正在追求136个前景”,这比开场陈述更具体,但这是否是“升级”?开场陈述提到“近40%的新奖项与能源转型相关”,并提到“38亿美元的潜在未来工作”和“28亿美元的前景”。问答中提到的85个项目和136个前景是更具体的数字,但可能只是详细说明,而非升级。 - 在回答关于CHIPS法案时,David提到“我们预计在半导体领域会有增量奖项,以数亿美元计,然后明年第一季度可能达到数十亿美元”,这比开场陈述更具体,但开场陈述已经提到“支持半导体制造”,并提到“与Intel合作”,所以这可能是扩展。 - 在回答关于LNG时,David提到“我们正在研究新堡垒能源的后续设施”,这比开场陈述更具体,但开场陈述已经提到“LNG 2”和“可复制模式”。 - 在回答关于矿业时,David提到“未来三个季度约50亿美元的有限和全面通知开工奖项”,这比开场陈述更具体,但开场陈述已经提到“矿业与金属”部分有类似内容。 关键:是否有任何管理层自愿提供的新鲜事实,表明业务比准备版本更好?例如,在回答关于Q3新奖项时,David说“Q3已经有一个关键客户在中国的一个大型可报销石化设施上做出了最终投资决定”,这比开场陈述更具体,因为开场陈述提到“Q3已经有一个好的开始”,但具体项目是新的。然而,这是否是“升级”?开场陈述说“Q3已经有一个好的开始”,但未提及具体项目。在问答中,David在回答关于能源转型时提到“我们预计在半导体领域会有增量奖项”,但这是计划而非已实现。 更关键的是,管理层是否自愿提供了比准备版本更积极的新鲜事实?例如,在回答关于NuScale时,David提到“我们刚刚完成了三级估算”,但这是进展,但可能不是升级。 检查是否有任何地方管理层说“自从我们准备这些评论以来,事情已经变得更好”之类的。没有明确。 在回答关于奖项时,David说“我们预计Q3将非常强劲”,但这是预测。 在回答关于Savannah River时,Joe说“我们将在Q3将其纳入积压”,但这是计划。 总体而言,管理层在问答中提供了更多细节,但似乎没有提供比准备版本更积极的新鲜事实。他们只是详细阐述了准备版本中的内容。例如,准备版本提到“近40%的新奖项与能源转型相关”,问答中提供了具体数字,但这是详细说明而非升级。 此外,管理层在回答关于Q3奖项时提到“我们预计Q3将非常强劲”,但这是预测,不是已实现的事实。 因此,我认为没有自发升级。答案应为NO。

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Show the exact prompt the model was given
Using ONLY the supplied earnings call transcript and no outside information: Over the course of this call, does management SPONTANEOUSLY UPGRADE ITS OWN STORY RELATIVE TO ITS OWN PREPARED VERSION — that is, at one or more points after the opening remarks, does management volunteer information about a positive development that goes BEYOND what its prepared presentation conveyed, in the direction of BIGGER, FASTER, BROADER, or MORE RECENT — so that a reader finishes the call knowing the business is doing better than the opening summary alone would have suggested? Answer YES when the transcript shows, in whatever form fits the business, this ONE dynamic: the freshest and strongest concrete facts about a positive development surface in management's own unscripted voice, topping the packaged version. Any genuine expression of this counts, for example — management adding, in Q&A or asides, that activity has continued or strengthened since the period closed or since the remarks were prepared ("and just in the last few weeks...", "since quarter-end we've also..."); management volunteering that a development described in the opening is actually larger, further along, or moving sooner than the prepared framing indicated; management taking an analyst's question and answering with a fresher or bigger concrete fact than anything in the script; management correcting a modest characterization UPWARD in its own words, replacing a cautious framing with a stronger one grounded in something real; or management spontaneously extending a described win with additional current instances the prepared remarks never mentioned. What matters is the DIRECTION AND FRESHNESS of the unscripted material: the upgrades must concern REAL, CURRENT business — actual orders, customers, volumes, activity, commitments, or operational progress already happening or already secured — described with concrete substance, and must genuinely ADD to or EXCEED the prepared version rather than restate it. The upgraded facts should concern something management treats as meaningful to where the company is heading, and the overall impression should be of a business moving quickly enough that even management's own days-old packaging is already behind it. Answer NO if management's unscripted responses merely restate, elaborate on, or defend what the prepared remarks already contained, however detailed or confident. NO if the only fresh material is generic optimism, enthusiasm, or big-market talk without concrete current substance. NO if the upgrades concern plans, pipeline, hopes, or projections rather than business already real. NO if the fresher facts are chiefly negative, defensive, or explanatory of weakness, or if management's live voice DOWNGRADES or hedges the prepared story. NO if the additional material is extracted reluctantly under analyst pressure and management adds nothing beyond what was demanded. NO if the upgrade is a single trivial aside that management itself treats as immaterial. NO if the stronger framing appears only in an analyst's characterization that management does not itself adopt and top with substance. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
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
EGP EastGroup Properties, Inc. Q4 2023 2024-02-08 B
PFE Pfizer Inc. Q4 2023 2024-01-30 F
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
BZUN Baozun Inc. Q2 2023 2023-08-28 D
SPT Sprout Social, Inc. Q2 2023 2023-08-04 B+
ET Energy Transfer LP Q2 2023 2023-08-02 C+
CTO CTO Realty Growth, Inc. Q2 2023 2023-07-28 B
GS The Goldman Sachs Group, Inc. Q2 2023 2023-07-19 C+
GGR Gogoro Inc. Q1 2023 2023-05-11 D
UAL United Airlines Holdings, Inc. Q4 2022 2023-01-18 B
SIBN SI-BONE, Inc. Q3 2022 2022-11-07 C+
AWRE Aware, Inc. Q3 2022 2022-10-30 F
CURV Torrid Holdings Inc. Q2 2022 2022-09-07 D
XHR Xenia Hotels & Resorts, Inc. Q2 2022 2022-08-05 A
TWO Two Harbors Investment Corp. Q2 2022 2022-08-04 C+
BRKL Brookline Bancorp, Inc. Q2 2022 2022-07-30 B+
LIN Linde plc Q2 2022 2022-07-28 B+
BHF Brighthouse Financial, Inc. Q1 2022 2022-05-10 C
CCRN Cross Country Healthcare, Inc. Q1 2022 2022-05-04 B
FLUX Flux Power Holdings, Inc. Q2 2022 2022-02-10 D
GFS GLOBALFOUNDRIES Inc. Q3 2021 2021-11-30 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
ASAN Asana, Inc. Q2 2022 2021-09-01 B+
KNDI Kandi Technologies Group, Inc. Q2 2021 2021-08-09 F
CRS Carpenter Technology Corporation Q4 2021 2021-08-01 A
TCBI Texas Capital Bancshares, Inc. Q2 2021 2021-07-21 F
UMH UMH Properties, Inc. Q3 2018 2018-11-02 C+
AMGN Amgen Inc. Q3 2018 2018-10-30 B+
PRIM Primoris Services Corporation Q2 2018 2018-08-11 C+
ORAN Orange SA Q2 2018 2018-07-26 B
USFD US Foods Holding Corp. Q1 2018 2018-05-12 C
FOSL Fossil Group, Inc. Q1 2018 2018-05-08 C
ALLY Ally Financial Inc. Q1 2018 2018-04-26 B+
LII Lennox International Inc. Q4 2017 2018-02-06 B+
IR Ingersoll-Rand Plc Q3 2017 2017-10-25 B
PII Polaris Inc. Q3 2017 2017-10-24 C+
IBTX Independent Bank Group, Inc. Q3 2017 2017-10-24 A
BCE BCE Inc. Q2 2017 2017-08-05 B+
LEA Lear Corporation Q2 2017 2017-07-26 B+
KHC The Kraft Heinz Company Q1 2017 2017-05-03 F
BP BP p.l.c. Q4 2016 2017-02-07 B+
GEO The GEO Group, Inc. Q2 2016 2016-08-02 B+
ARKR Ark Restaurants Corp. Q1 2016 2016-05-13 B
CAL Caleres, Inc. Q4 2015 2016-03-15 C+

How the model reasoned

RNW · Q2 2022 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared version during the Q&A. YES The transcript shows management spontaneously upgrading its corporate PPA story in the Q&A. In the prepared remarks, Sumant only referenced the overall corporate PPA market opportunity of at least 25 GW and noted it provides “significant upside” to guidance, without mentioning any signed volume. In the Julien Dumoulin-Smith question-and-answer 30 minutes later, Sumant volunteers the concrete fact that “we’ve already signed up about 100 megawatts worth of PPAs with corporate customers that we have now included in our total number,” and adds that more progress is expected. This is fresher, more specific, and positive relative to the prepared framing, 100 MW being a real, current commitment already folded into the 7 GW operating base.
PFE · Q4 2023 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared remarks during the Q&A, volunteering positive developments that go beyond the prepared presentation, ma...**YES** In the Q&A, management spontaneously volunteers concrete, current positive developments that exceed the prepared remarks in freshness, breadth, and momentum. For example, on Prevnar, Albert directly summarizes that the U.S. adult catch-up opportunity has been exhausted with 96% market share already achieved, pediatric growth is accelerating 4-dose cohort dynamics, and international tenders plus VTC recommendations are delivering immediate traction—facts not framed this way in the opening remarks.
PRIM · Q2 2018 → YESThe question is whether management spontaneously upgrades its own story relative to the prepared remarks with positive developments that are bigger, faster, broader, or more recent. YES In the Q&A, David King spontaneously upgrades the prepared framing of the Willbros T&D awards by volunteering that the three major customers (one announced as $145M MSA, two others leaking out) were customers from the due-diligence meetings who had been hesitant about financial viability but were now actively placing awards — a fresher, broader, and more recent positive development than the prepared remarks’ single mention of “awarded work from some of the largest electrical utilities” in the first two months.

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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.