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After the books closed

After the books closed: the quarter's biggest news happened too late to be in the numbers

Calls Tested
497
Answered YES
13
Hit Rate
2.6%
rare by design

LightPath Technologies, Inc. (LPTH) — this company's answers

NO on the Q4 2021 call 2021-09-09 D
The model's full reasoning — Q4 2021 call → NO我们根据提供的财报电话会议记录,判断管理层是否报告了最重要的积极发展发生在报告期结束或之后不久,以至于所呈现的结果几乎没有包含这些发展的影响,并且管理层自己标记了时间。 首先,寻找管理层提到的具体积极事件及其时间。在电话会议中,管理层提到了几个事件: 1. 关于中国业务:Sam Rubin提到“我们发现了中国业务中多年的非法行为”,并进行了清理。但这是负面事件,不是积极发展。 2. 关于产量问题:Al Miranda提到“我们聘请了一位拥有35年经验的行业资深人士担任全球镀膜总监,他解决了镀膜问题”,这解决了产量问题。但这是内部改进,不是具体事件。 3. 关于欧洲销售办公室:Sam提到“我们开设了欧洲直销办公室”,但未说明时间。 4. 关于中国销售办公室:Sam提到“我们正在更换和扩大中国的销售办公室”,但未说明时间。 5. 关于Riga:Al提到“我们正在完成对Riga的最终投资”,但未说明时间。 6. 关于Orlando生产设施:Al提到“我们正在完全重组奥兰多生产设施”,但未说明时间。 7. 关于BD6:Sam提到“我们正在继续投资于BD6”,但未说明具体事件。 8. 关于空间项目:Sam提到“我们获得了Space Florida和以色列科学部的资助,开发太空热像仪”,但未说明时间。 9. 关于电信客户:Sam提到“电信客户开始恢复”,但未说明具体时间。 10. 关于产量问题解决:Sam在回答分析师问题时说“产量问题在7月初解决了”,而报告期是截至6月30日的财年第四季度,所以7月初是报告期结束后不久。这符合“late-breaking”事件。但这是解决内部问题,不是新的积极业务事件。 11. 关于新合同或订单:没有明确提到在季度末或之后签署的大合同。 12. 关于新客户:没有明确提到。 13. 关于新设施或产品:没有明确提到在季度末或之后启动的。 管理层是否将晚发生的事件视为数字未反映的真正故事?在回答关于产量问题时,Sam说“产量问题在7月初解决了”,但这是对过去问题的修复,不是新的积极发展。Al在开场白中提到“我们聘请了行业资深人士解决镀膜问题”,但未说明时间。 此外,管理层提到“电信客户开始恢复”,但未说明时间。 在电话会议中,管理层主要讨论了负面事件(中国问题、产量问题)和战略方向,但没有明确强调任何在季度末或之后发生的具体积极事件,并说这些事件对结果没有影响。 因此,没有找到管理层明确表示“在报告期结束或之后发生了重要积极事件,且结果未反映”的情况。产量问题解决是在7月初,但那是修复问题,不是新的业务增长。而且管理层没有说这个解决对结果有影响,只是说需要时间。 所以,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: On this call, does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented contain little or none of their effect — with management itself marking the timing? Answer YES when management's own words convey, in whatever form fits the business, ONE coherent situation with BOTH halves present: (1) LATE-BREAKING, CONCRETE POSITIVE EVENTS. Management points to specific favorable developments that actually occurred near the end of the reported period or in the weeks since it closed — real events, not hopes or pipeline. The events may take whatever form fits the industry: a contract, order, customer, or program signed or won late in the period or after quarter-end; a facility, location, product, or service that opened, launched, or shipped its first volumes in the final stretch or just afterward; an approval, certification, or qualification obtained late that has already begun converting into business; a large customer that went live, began ordering, or expanded right at the close or since; an acquisition or capability completed at or after period-end that is now operating. What matters is that management itself anchors the timing — saying in substance 'late in the quarter,' 'in the final weeks,' 'at the very end of the period,' 'since quarter-end,' 'subsequent to the close,' 'just after the period ended,' or equivalent — for events that are described as done or now happening, not merely expected. (2) MANAGEMENT TREATS THEM AS THE REAL STORY THE NUMBERS MISSED. Management conveys, directly or plainly in substance, that because of this timing the reported results reflect little or none of these developments — and treats them as consequential to where the company is now heading, for example by discussing how they will contribute in coming periods, how the company is now delivering or ramping them, or by contrasting the period's reported figures with the level of business the company is already doing as it exits. The late events should be presented as meaningful relative to the company's current size — capable of changing its trajectory — rather than as routine items in a long list. Answer NO if the period's positive developments are described as spread across the quarter in the ordinary way, with no emphasis on late or post-period timing. NO if the late-dated items are only letters of intent, negotiations, pipeline, expected signings, or events still contingent on approvals, financing, or decisions not yet made. NO if the late events are routine in scale for this company — the normal cadence of wins or openings it always reports — with no sense that they change its level of business. NO if management mentions timing only as an excuse for weak results without concrete late-arriving positives now in hand. NO if the post-period mention is a boilerplate subsequent-events disclosure that management does not connect to the company's trajectory. NO if the timing framing appears only in an analyst's question or model that management does not itself affirm. Use only the supplied transcript. Answer only YES or NO.

Companies that answered YES

TickerCompanyCallDateCall grade
ASM Avino Silver & Gold Mines Ltd. Q4 2023 2024-03-21 C+
KOPN Kopin Corporation Q4 2023 2024-03-14 C+
SCPH scPharmaceuticals Inc. Q3 2023 2023-11-08 B
NBTX Nanobiotix S.A. Q2 2023 2023-09-27 D
SWBI Smith & Wesson Brands, Inc. Q1 2023 2022-09-08 C+
YMM Full Truck Alliance Co. Ltd. Q2 2022 2022-08-25 C+
VNRX VolitionRx Limited Q1 2022 2022-05-12 F
OPK OPKO Health, Inc. Q1 2022 2022-05-09 D
BFIN BankFinancial Corporation Q1 2022 2022-05-06 A
RNW ReNew Energy Global Plc Q2 2022 2021-11-18 C
BFI BurgerFi International, Inc. Q3 2021 2021-11-12 C
LIND Lindblad Expeditions Holdings, Inc. Q2 2017 2017-08-06 C
PLAB Photronics, Inc. Q2 2017 2017-05-17 C+

How the model reasoned

OPK · Q1 2022 → YESThe question is: Does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented...YES The transcript shows management treating the ModeX acquisition (announced and closed on the call date, May 9) and the Sema4/GeneDx deal (closed April 29) as major positive developments that occurred after the Q1 period ended. These are framed as key steps toward unlocking value and are highlighted as the "exciting announcement" that changed the call format.
RNW · Q2 2022 → YESThe question is: Does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented...YES The transcript shows management explicitly marking the timing of key positive developments: 400 MW commissioned "since the end of the quarter" (bringing operating capacity to 7 GW today, with another 400 MW scheduled "over the next couple of weeks"), plus the completed Telangana acquisition adding 260 MW.
ASM · Q4 2023 → YESThe question is: Does management report that the MOST IMPORTANT POSITIVE DEVELOPMENTS of the period happened SO LATE IN THE REPORTED PERIOD, OR SHORTLY AFTER IT ENDED, that the results being presented...

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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.