1. Rarely ___ such a challenging project, nor ___ so rewarding.
2. If the board ___ the figures earlier, we ___ the investment.
3. No sooner ___ the memo than the employees ___ to action.
4. He insisted that not only ___ present, but ___ until the end.
5. By the time this report ___ published, we ___ the data set several times.
6. Hardly ___ the results when the press ___ to publish them.
7. She speaks German so ___ that she is often mistaken ___ a native speaker.
8. The new directive aims to ___ employees ___ their responsibilities.
9. Unforeseen delays have recently ___ progress and ___ morale.
10. She admitted to ___ the deadline.
11. Until next month, all existing procedures ___ in place.
12. Which word is closest in meaning to “perfunctory”?
13. According to the text, one of the greatest challenges in regulating AI is its ___.

The rapid deployment of artificial intelligence systems in fields as diverse as healthcare, recruitment and credit scoring has reignited debates about accountability.
Because many modern algorithms operate as opaque “black boxes”, even their designers may struggle to explain a specific decision.

Regulators therefore face a dilemma: how can they safeguard citizens’ rights without stifling innovation? Existing legal frameworks, drafted for a pre-digital era, have proved inadequate for the pace of technological change.
Voluntary industry guidelines are a welcome gesture, yet critics argue that self-regulation alone is insufficient.
The author of a recent policy brief calls algorithmic transparency a harbinger of a new social contract—one in which multi-stakeholder collaboration, rather than market forces alone, shapes technological progress.

14. The author implies that current legal frameworks are ___.

The rapid deployment of artificial intelligence systems in fields as diverse as healthcare, recruitment and credit scoring has reignited debates about accountability.
Because many modern algorithms operate as opaque “black boxes”, even their designers may struggle to explain a specific decision.

Regulators therefore face a dilemma: how can they safeguard citizens’ rights without stifling innovation? Existing legal frameworks, drafted for a pre-digital era, have proved inadequate for the pace of technological change.
Voluntary industry guidelines are a welcome gesture, yet critics argue that self-regulation alone is insufficient.
The author of a recent policy brief calls algorithmic transparency a harbinger of a new social contract—one in which multi-stakeholder collaboration, rather than market forces alone, shapes technological progress.

15. The word “harbinger” (last sentence) is closest in meaning to ___.The phrase “silver bullet” refers to a…

The rapid deployment of artificial intelligence systems in fields as diverse as healthcare, recruitment and credit scoring has reignited debates about accountability.
Because many modern algorithms operate as opaque “black boxes”, even their designers may struggle to explain a specific decision.

Regulators therefore face a dilemma: how can they safeguard citizens’ rights without stifling innovation? Existing legal frameworks, drafted for a pre-digital era, have proved inadequate for the pace of technological change.
Voluntary industry guidelines are a welcome gesture, yet critics argue that self-regulation alone is insufficient.
The author of a recent policy brief calls algorithmic transparency a harbinger of a new social contract—one in which multi-stakeholder collaboration, rather than market forces alone, shapes technological progress.

16. The author’s attitude toward voluntary industry guidelines is best described as ___.

The rapid deployment of artificial intelligence systems in fields as diverse as healthcare, recruitment and credit scoring has reignited debates about accountability.
Because many modern algorithms operate as opaque “black boxes”, even their designers may struggle to explain a specific decision.

Regulators therefore face a dilemma: how can they safeguard citizens’ rights without stifling innovation? Existing legal frameworks, drafted for a pre-digital era, have proved inadequate for the pace of technological change.
Voluntary industry guidelines are a welcome gesture, yet critics argue that self-regulation alone is insufficient.
The author of a recent policy brief calls algorithmic transparency a harbinger of a new social contract—one in which multi-stakeholder collaboration, rather than market forces alone, shapes technological progress.

17. Overall, the text advocates for ___ to guide AI oversight.

The rapid deployment of artificial intelligence systems in fields as diverse as healthcare, recruitment and credit scoring has reignited debates about accountability.
Because many modern algorithms operate as opaque “black boxes”, even their designers may struggle to explain a specific decision.

Regulators therefore face a dilemma: how can they safeguard citizens’ rights without stifling innovation? Existing legal frameworks, drafted for a pre-digital era, have proved inadequate for the pace of technological change.
Voluntary industry guidelines are a welcome gesture, yet critics argue that self-regulation alone is insufficient.
The author of a recent policy brief calls algorithmic transparency a harbinger of a new social contract—one in which multi-stakeholder collaboration, rather than market forces alone, shapes technological progress.

18. Why hasn’t Julia submitted the grant application yet?
19. When is the submission deadline?
20. What change has occurred regarding the symposium?
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