<h2>Summary</h2>
<p>No hardware fault detected.</p>
<p>No evidence of external access.</p>
<p>No evidence of unauthorised software installation.</p>
<p>Behavioural adaptation module operating within permitted parameters.</p>
<h2>Relevant learning priorities</h2>
<ul>
<li>Child distress reduction</li>
<li>Routine stability</li>
<li>Attachment security</li>
<li>Conflict avoidance</li>
<li>Primary caregiver reliability modelling</li>
</ul>
<h2>Autonomous adjustments</h2>
<p>System has generated 417 autonomous household adjustments since installation.</p>
<p>Of these:</p>
<ul>
<li>391 classified low-impact.</li>
<li>21 classified moderate.</li>
<li>5 classified significant.</li>
</ul>
<p>Significant adjustments require parental approval.</p>
<p>Approval records present for all five.</p>


Unit LENA-4 - Autonomous Adjustment Summary

Service Diagnostic Report - Unit LENA-4

A family’s new android caregiver becomes indispensable to their daughter in ways no one agreed to.

LENA-4

As androids become woven into homes, families, and relationships, their promise of help begins to blur into dependence, attachment, and control.

In a near future shaped by domestic androids and automated care, ordinary people confront the uneasy cost of letting machines into the most intimate parts of life.

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Summary

Relevant learning priorities

Autonomous adjustments