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  <title>Sonaloop Blog</title>
  <id>https://sonaloop.com/blog</id>
  <link href="https://sonaloop.com/blog" />
  <link rel="self" href="https://sonaloop.com/atom.xml" />
  <updated>2026-06-10T00:00:00Z</updated>
  <subtitle>Essays, product notes and release updates from Sonaloop.</subtitle>
  <entry>
    <title>The Pollyanna problem with synthetic research</title>
    <id>https://sonaloop.com/blog/the-pollyanna-problem</id>
    <link href="https://sonaloop.com/blog/the-pollyanna-problem" />
    <updated>2026-06-10T00:00:00Z</updated>
    <summary>Most AI respondents are trained to be agreeable. Useful synthetic research starts when the room is allowed to object.</summary>
  </entry>
  <entry>
    <title>Changelog: Blog editorial hub</title>
    <id>https://sonaloop.com/changelog/2026-06-10-blog-editorial-hub</id>
    <link href="https://sonaloop.com/changelog/2026-06-10-blog-editorial-hub" />
    <updated>2026-06-10T00:00:00Z</updated>
    <summary>The blog now has a proper editorial surface with featured writing, category filters, search, changelog highlights and rich article pages.</summary>
  </entry>
  <entry>
    <title>Changelog: Report-grade PowerPoint export</title>
    <id>https://sonaloop.com/changelog/2026-06-08-report-grade-pptx-export</id>
    <link href="https://sonaloop.com/changelog/2026-06-08-report-grade-pptx-export" />
    <updated>2026-06-08T00:00:00Z</updated>
    <summary>Export a council session straight to a polished .pptx with native charts, embedded figures and the Sonaloop design system applied throughout.</summary>
  </entry>
  <entry>
    <title>Changelog: Jobs, frameworks and formats are aligned across the site</title>
    <id>https://sonaloop.com/changelog/2026-06-05-taxonomy-site-alignment</id>
    <link href="https://sonaloop.com/changelog/2026-06-05-taxonomy-site-alignment" />
    <updated>2026-06-05T00:00:00Z</updated>
    <summary>The website now presents buyer-facing Jobs separately from the Frameworks and Formats that make each run trustworthy.</summary>
  </entry>
  <entry>
    <title>Jobs before formats</title>
    <id>https://sonaloop.com/blog/jobs-before-formats</id>
    <link href="https://sonaloop.com/blog/jobs-before-formats" />
    <updated>2026-06-06T00:00:00Z</updated>
    <summary>A focus group, a red-team and a prototype test are not the strategy. They are moves inside a job the buyer actually has.</summary>
  </entry>
  <entry>
    <title>Validity without pretending</title>
    <id>https://sonaloop.com/blog/validity-without-pretending</id>
    <link href="https://sonaloop.com/blog/validity-without-pretending" />
    <updated>2026-06-03T00:00:00Z</updated>
    <summary>Synthetic research should not claim to replace real users. It should make assumptions, risks and next tests visible earlier.</summary>
  </entry>
  <entry>
    <title>Why we built Sonaloop local-first</title>
    <id>https://sonaloop.com/blog/why-local-first</id>
    <link href="https://sonaloop.com/blog/why-local-first" />
    <updated>2026-05-30T00:00:00Z</updated>
    <summary>No new AI workspace to provision, no Sonaloop token meter, and no respondent PII by default.</summary>
  </entry>
  <entry>
    <title>Changelog: Website polish and route fixes</title>
    <id>https://sonaloop.com/changelog/2026-05-29-site-polish-fixes</id>
    <link href="https://sonaloop.com/changelog/2026-05-29-site-polish-fixes" />
    <updated>2026-05-29T00:00:00Z</updated>
    <summary>A compact cleanup release: sharper resource links, safer redirects, better archive coverage and small route fixes around the new content model.</summary>
  </entry>
  <entry>
    <title>Red-team is not negativity</title>
    <id>https://sonaloop.com/blog/red-team-is-not-negativity</id>
    <link href="https://sonaloop.com/blog/red-team-is-not-negativity" />
    <updated>2026-05-23T00:00:00Z</updated>
    <summary>A red-team pass is not the pessimistic person in the room. It is a structured search for the conditions under which the idea fails.</summary>
  </entry>
  <entry>
    <title>Pricing research is pressure, not preference</title>
    <id>https://sonaloop.com/blog/pricing-research-is-pressure</id>
    <link href="https://sonaloop.com/blog/pricing-research-is-pressure" />
    <updated>2026-05-16T00:00:00Z</updated>
    <summary>Asking what someone likes to pay is weak. Pricing research gets useful when it exposes budget, trust, urgency and perceived risk.</summary>
  </entry>
  <entry>
    <title>Personas need memory</title>
    <id>https://sonaloop.com/blog/personas-need-memory</id>
    <link href="https://sonaloop.com/blog/personas-need-memory" />
    <updated>2026-05-09T00:00:00Z</updated>
    <summary>A persona without memory is a writing style. Memory gives the panel friction, contradiction and a reason to answer differently next time.</summary>
  </entry>
  <entry>
    <title>What to do after the council disagrees</title>
    <id>https://sonaloop.com/blog/after-the-council-disagrees</id>
    <link href="https://sonaloop.com/blog/after-the-council-disagrees" />
    <updated>2026-05-02T00:00:00Z</updated>
    <summary>A skeptical report is only useful if it changes the next move. Turn objections into product, messaging and research work.</summary>
  </entry>
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