According to the presenter, where does current AI and technology fall short in relation to the future of human performance?

Evaluate results and determine goals

Collect and share personal data

Build digital twins and simulations

What is the most appropriate use of AI by strength and conditioning professionals?

Programming

Processing

Decision Making

Which of the following should be considered when using emerging technologies with athletes in performance settings?  

Providing objective coaching recommendations to eliminate coaching biases

Optimizing performance data by eliminating subjective coaching observations

Enhancing coaching decisions while preserving fundamental coaching skills

AI is best at informing coaches and practitioners about which of the following?  

Providing context as to what is happening

Providing instruction on exercise correction

Providing decisions on what is effective

New technology and AI should meet which of the following criteria for responsible use? 

Improve efficiency, reduce staffing needs, require minimal oversight, and produce consistent results

Improve efficiency, third-party validation, calibrated for your population, and defined success measures

Enhance productivity, be widely available, require minimal training, and positive user feedback

True or False: AI can serve as a force multiplier, allowing strength and conditioning coaches to focus more on the human elements of coaching while recognizing the limitations of technology.
  

True

False

According to the authors, which of the following aspects of coaching are particularly difficult or impossible for AI to fully replace?

Calculating basic percentage-based loading schemes

Generating categorical lists of exercises from a database

Understanding individual athlete context and readiness

Which of the following best describes how strength and conditioning coaches use their knowledge when making daily training decisions?

Coaches primarily consider an athlete's physical qualities and sport-specific demands

Coaches rely primarily on their existing knowledge, beliefs, and values when making programming decisions

Coaches consider physical qualities along with a variety of contextual factors related to the athlete, sport, and training environment

Which of the following are considered core human elements of coaching that AI is least likely to fully replace?

Making recommendations and predictions

Building trust and fostering relationships

Organizing content libraries and automating processes

True or False: AI presents few legal and ethical risks because it relies on objective algorithms and incorporates built-in data protection measures.

True

False

Fill in the Blanks: Overtraining is characterized by an imbalance in training stimuli and recovery, which has been shown to evoke feelings of ________ and ________, as well as eventuate decrements in ________.  

Motivation; Recovery; Athletic Performance

Fatigue; Staleness; Athletic Performance

Fatigue; Soreness, Training Volume

True or False: Sleep quality, nutritional status, hydration, prior illness, altitude, and psychological stress can contribute to an athlete's risk of overtraining.

True

False

When monitoring athletes for potential overtraining, which statement is most accurate?

Decrements in performance are the only reliable indicator of overtraining

A combination of subjective, training-load, physiological, and performance measures can help assess training status

Isometric strength testing alone is sufficient to determine overtraining risk

Which phase represents the highest risk for overtraining among endurance athletes?

General Physical Preparation

Specific Physical Preparedness

Competitive Phase

A sharp reduction in training volume (up to 50%) while intensity is maintained, typically implemented 1-2 weeks before competition, is described as which of the following?

Step Taper

Linear Taper

Exponential Taper

According to the expert-consensus definition referenced in the article, a deload period is best described as which of the following?

A gradual progressive overload phase designed to maximize hypertrophy before competition

A complete cessation of all training for 7-14 days to reverse overtraining symptoms

A period of reduced training stress to mitigate fatigue, promote recovery, and enhance preparedness for subsequent training

According to the article, how frequently are preplanned deload periods commonly scheduled?

Every 1-2 weeks

Every 4-8 weeks

At the conclusion of every microcycle

Which of the following statements most accurately reflects the difference between deloading and tapering?

Both deloading and tapering have similar objectives and are typically used immediately before competition

Deloading can occur at any point in training, whereas tapering aims to peak performance prior to competition

Tapering involves a complete cessation of training, while deloading maintains normal training volume

Fill in the Blanks: During deload periods, some athletes will favor variations in exercise selection to reduce the risk of ________ and ________.

Fatigue; detraining

Muscle soreness; loss of strength

Monotony; burnout

True or False: Deload periods are primarily reactive and should only be implemented when athletes report significant fatigue or a noticeable decline in performance occurs.

True

False

Which combination of factors is most important for understanding effective turning mechanics?

Center of mass, base of support, and direction of force

Body mass, stride length, and ground contact time

Hip mobility, trunk mobility, and arm swing

True or False: During a 180° turn, the outside leg should provide the final deceleration step before the athlete reaccelerates.

True

False

Which strategy best allows an athlete to generate a more horizontally directed force during a 180^◦ turn?

Maintaining a wide base of support with the center of mass between the feet

Placing the center of mass outside a narrow base of support

Keeping the center of mass directly over the foot throughout the turn

21. Fill in the Blank: As an athlete’s approach velocity increases, stopping distance and stopping time generally ________.

Increase

Decrease

Remain unchanged

What is the purpose of the “dummy” step during a 60^◦ turn?

To allow the athlete to maintain a wide base of support during deceleration

To initiate a crossover step before the athlete reaches the turning point

To load the outside leg for the subsequent turn and acceleration

According to the presenter, which component of athletic development has been largely displaced, contributing to elevated injury rates and diminished resiliency?

General physical preparation

Maximal strength training

Sport-specific conditioning

Fill in the Blanks: Early acceleration sprint mechanics emphasize a ______ body position.

Horizontal

Virtical

Lateral

According to the presenter, which work-to-recovery ratio is recommended for the 10x10 protocol in rehabilitation and return-to-play scenarios?

1:2

1:5

1:8

True or False: Benefits of the 10x10 protocol include being scalable to large groups, requiring minimal equipment, and focused on repeat sprint ability (alactic endurance).  

True

False

Which of the following methods are recommended by the presenter to monitor the 10x10 protocol?

GPS monitoring and motion sensors

Time-to-completion and fixed duration repetitions

Monitoring is not recommended