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1256class="form-checkbox" /> 1257 1258 <label for="edit-role-100029--3" class="option">Chief Experience Officer</label> 1259 </div> 1260 1261 1262 1263 1264<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100010 form-item-role-100010"> 1265 <input data-drupal-selector="edit-role-100010" type="checkbox" id="edit-role-100010--3" name="role[100010]" value="100010" class="form-checkbox" /> 1266 1267 <label for="edit-role-100010--3" class="option">Chief Financial Officer</label> 1268 </div> 1269 1270 1271 1272 1273<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100030 form-item-role-100030"> 1274 <input data-drupal-selector="edit-role-100030" type="checkbox" id="edit-role-100030--3" name="role[100030]" value="100030" class="form-checkbox" /> 1275 1276 <label for="edit-role-100030--3" class="option">Chief Growth Officer</label> 1277 </div> 1278 1279 1280 1281 1282<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100031 form-item-role-100031"> 1283 <input data-drupal-selector="edit-role-100031" type="checkbox" id="edit-role-100031--3" name="role[100031]" value="100031" class="form-checkbox" /> 1284 1285 <label for="edit-role-100031--3" class="option">Chief Human Resources Officer</label> 1286 </div> 1287 1288 1289 1290 1291<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100006 form-item-role-100006"> 1292 <input data-drupal-selector="edit-role-100006" type="checkbox" id="edit-role-100006--3" name="role[100006]" value="100006" class="form-checkbox" /> 1293 1294 <label for="edit-role-100006--3" class="option">Chief Information Officer</label> 1295 </div> 1296 1297 1298 1299 1300<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100014 form-item-role-100014"> 1301 <input data-drupal-selector="edit-role-100014" type="checkbox" id="edit-role-100014--3" name="role[100014]" value="100014" class="form-checkbox" /> 1302 1303 <label for="edit-role-100014--3" class="option">Chief Information Security Officer</label> 1304 </div> 1305 1306 1307 1308 1309<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100013 form-item-role-100013"> 1310 <input data-drupal-selector="edit-role-100013" type="checkbox" id="edit-role-100013--3" name="role[100013]" value="100013" class="form-checkbox" /> 1311 1312 <label for="edit-role-100013--3" class="option">Chief Marketing Officer</label> 1313 </div> 1314 1315 1316 1317 1318<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-19519 form-item-role-19519"> 1319 <input data-drupal-selector="edit-role-19519" type="checkbox" id="edit-role-19519--3" name="role[19519]" value="19519" class="form-checkbox" /> 1320 1321 <label for="edit-role-19519--3" class="option">Chief Operating Officer</label> 1322 </div> 1323 1324 1325 1326 1327<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100001 form-item-role-100001"> 1328 <input data-drupal-selector="edit-role-100001" type="checkbox" id="edit-role-100001--3" name="role[100001]" value="100001" class="form-checkbox" /> 1329 1330 <label for="edit-role-100001--3" class="option">Chief People Officer</label> 1331 </div> 1332 1333 1334 1335 1336<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100020 form-item-role-100020"> 1337 <input data-drupal-selector="edit-role-100020" type="checkbox" id="edit-role-100020--3" name="role[100020]" value="100020" class="form-checkbox" /> 1338 1339 <label for="edit-role-100020--3" class="option">Chief Privacy Officer</label> 1340 </div> 1341 1342 1343 1344 1345<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100021 form-item-role-100021"> 1346 <input data-drupal-selector="edit-role-100021" type="checkbox" id="edit-role-100021--3" name="role[100021]" value="100021" class="form-checkbox" /> 1347 1348 <label for="edit-role-100021--3" class="option">Chief Procurement Officer</label> 1349 </div> 1350 1351 1352 1353 1354<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100022 form-item-role-100022"> 1355 <input data-drupal-selector="edit-role-100022" type="checkbox" id="edit-role-100022--3" name="role[100022]" value="100022" class="form-checkbox" /> 1356 1357 <label for="edit-role-100022--3" class="option">Chief Product Officer</label> 1358 </div> 1359 1360 1361 1362 1363<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100023 form-item-role-100023"> 1364 <input data-drupal-selector="edit-role-100023" t
1364ype="checkbox" id="edit-role-100023--3" name="role[100023]" value="100023" class="form-checkbox" /> 1365 1366 <label for="edit-role-100023--3" class="option">Chief Revenue Officer</label> 1367 </div> 1368 1369 1370 1371 1372<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100024 form-item-role-100024"> 1373 <input data-drupal-selector="edit-role-100024" type="checkbox" id="edit-role-100024--3" name="role[100024]" value="100024" class="form-checkbox" /> 1374 1375 <label for="edit-role-100024--3" class="option">Chief Supply Chain Officer</label> 1376 </div> 1377 1378 1379 1380 1381<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100025 form-item-role-100025"> 1382 <input data-drupal-selector="edit-role-100025" type="checkbox" id="edit-role-100025--3" name="role[100025]" value="100025" class="form-checkbox" /> 1383 1384 <label for="edit-role-100025--3" class="option">Chief Sustainability Officer</label> 1385 </div> 1386 1387 1388 1389 1390<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-role-100002 form-item-role-100002"> 1391 <input data-drupal-selector="edit-role-100002" type="checkbox" id="edit-role-100002--3" name="role[100002]" value="100002" class="form-checkbox" /> 1392 1393 <label for="edit-role-100002--3" class="option">Chief Technology Officer</label> 1394 </div> 1395 1396 </div> 1397</div> 1398</div> 1399</details> 1400 1401 1402 1403<div class="js-form-item form-item js-form-type-textfield form-type-textfield js-form-item-author form-item-author"> 1404 <label for="edit-author--3">Author Last Name</label> 1405 <input data-drupal-selector="edit-author" type="text" id="edit-author--3" name="author" value="" size="30" maxlength="128" class="form-text" /> 1406 1407 </div> 1408 1409 1410 1411<div class="js-form-item form-item js-form-type-checkbox form-type-checkbox js-form-item-orbits form-item-orbits"> 1412 <input class="single-checkbox form-checkbox" data-drupal-selector="edit-orbits" type="checkbox" id="edit-orbits--3" name="orbits" value="1" /> 1413 1414 <label for="edit-orbits--3" class="option">Orbits Content</label> 1415 </div> 1416<div data-drupal-selector="edit-actions" class="form-actions js-form-wrapper form-wrapper" id="edit-actions--3"><input data-drupal-selector="edit-submit-analyst-blog-landing" type="submit" id="edit-submit-analyst-blog-landing" value="Apply" class="button js-form-submit form-submit" /> 1417</div> 1418 1419</div> 1420 1421</form> 1422 1423 </div> 1424 1425 </div> 1426 <div class="content-column"> 1427 1428 <div class="attachment attachment-before"> 1429 <div class="view view-analyst-blog-landing view-id-analyst_blog_landing view-display-id-attachment_1 js-view-dom-id-1b45d0b71acbb456a70e12c8718f1f8a9a4cb82f8edca3eb4a606ec90eb5b390 analyst-blog-landing-largecards"> 1430 1431 <div class="view-content"> 1432 1433 1434 1435 1436 1437<article class="node node--type-analyst-blog node--view-mode-analyst-blog-large-card largecard"> 1438 <div class="teaser-image"> 1439 <img src="/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C"> 1440 1441 <div class="content-type">Analyst Blog</div> 1442 1443 </div> 1444 <div class="teaser-content"> 1445 <div class="date">September 20, 2026</div> 1446 <h3><a href="/research/blog/workforce-and-organization-experienced-judgment-constraint">Workforce and Organization: Experienced Judgment Is the Constraint</a></h3> 1447 <div class="content-type">Board Strategy</div> 1448 <div class="summary">In 2017, Attention Is All You Need introduced the Transformer architecture that became foundational to today's generative AI. One of its breakthroughs allowed AI to pay attention to many parts of the information at once rather than processing them one after another. Nine years later, machine attention can operate at a ...</div> 1449 <div class="author"> 1450<article class="profile simple fname-lname"> 1451 Esteban Kolsky 1452 </article> 1453 1454</div> 1455 </div> 1456</article> 1457 1458 1459 1460 1461 1462<article class="node node--type-analyst-blog node--view-mode-analyst-blog-large-card largecard"> 1463 <div class="teaser-image"> 1464 <img src="/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C"> 1465 1466 <div class="content-type">
1466Analyst Blog</div> 1467 1468 </div> 1469 <div class="teaser-content"> 1470 <div class="date">September 17, 2026</div> 1471 <h3><a href="/research/blog/business-value-and-limits-roi">Business Value and the Limits of ROI</a></h3> 1472 <div class="content-type">Board Strategy</div> 1473 <div class="summary"> 1474This is the first in a series looking at a new structure for planning and investing in enterprise technology over the next few years. The introduction can be found here. 1475 1476AI has made an old enterprise technology problem more visible: we continue to measure long-term transformation with tools optimized for shorter-t...</div> 1477 <div class="author"> 1478<article class="profile simple fname-lname"> 1479 Esteban Kolsky 1480 </article> 1481 1482</div> 1483 </div> 1484</article> 1485 1486 </div> 1487 1488</div> 1489 1490 1491 </div> 1492 1493 1494 <div class="view-content smallcards"> 1495 1496 1497 1498 1499 1500<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1501 1502 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/_rwang0_constellationr_ai_regulation.webp?itok=xlv_8XTu'); background-size: cover; background-position: center;"> 1503 <div class="content-type">Analyst Blog</div> 1504 </div> 1505 <div class="teaser-content"> 1506 <div class="date">September 16, 2026</div> 1507 <h3><a href="/research/blog/tuesdays-tips-five-common-sense-ai-regulations">Tuesday's Tips: Five Common Sense AI Regulations</a></h3> 1508 <div class="article-type">Data to Decisions</div> 1509 <div class="summary">Should AI Progress Be Slowed Down?...</div> 1510 <div class="author"> 1511<article class="profile simple fname-lname"> 1512 R "Ray" Wang 1513 </article> 1514 1515</div> 1516 </div> 1517 1518</article> 1519 1520 1521 1522 1523 1524<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1525 1526 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/img_7008_2_0.jpeg.webp?itok=rcbGAmta'); background-size: cover; background-position: center;"> 1527 <div class="content-type">Analyst Blog</div> 1528 </div> 1529 <div class="teaser-content"> 1530 <div class="date">September 14, 2026</div> 1531 <h3><a href="/research/blog/experience-data-getting-new-job-measurement-decision-context">Experience Data Is Getting a New Job: From Measurement to Decision Context</a></h3> 1532 <div class="article-type">Data to Decisions</div> 1533 <div class="summary">As a serial CMO/CPO, like many CX executives, I used experience management so...</div> 1534 <div class="author"> 1535<article class="profile simple fname-lname"> 1536 Michael Ni 1537 </article> 1538 1539</div> 1540 </div> 1541 1542</article> 1543 1544 1545 1546 1547 1548<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1549 1550 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/pexels-bobby-mc-gee-lee-77973442.jpg.webp?itok=FyKX9t4j'); background-size: cover; background-position: center;"> 1551 <div class="content-type">Orbits Blog</div> 1552 </div> 1553 <div class="teaser-content"> 1554 <div class="date">September 12, 2026</div> 1555 <h3><a href="/research/blog/pragmatic-practical-actions-not-fear-we-can-and-should-take-actions-reduce-harms">Pragmatic, Practical Actions (Not Fear): We Can and Should Take Actions to Reduce Harms, Risks, and Concerns in the Present</a></h3> 1556 <div class="article-type">Board Strategy</div> 1557 <div class="summary">Unlike the actual tragedy of 9/11, conjured images of mass human extinction due to what AI might become have not actually happened. These visions may not ever happen. We can and sh...</div> 1558 <div class="author"> 1559<article class="profile simple fname-lname"> 1560 Dr. David Bray 1561 </article> 1562 1563</div> 1564 </div> 1565 1566</article> 1567 1568 1569 1570 1571 1572<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1573 1574 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/09/firefly_update_the_mug_on_the_desk_to_have_a_picture_of_a_rabbit_family_on_the_mug_433359-2.png.webp?itok=wtqrk5QJ'); background-size: cover; background-position: center;"> 1575 <div class="content-type">
1575Analyst Blog</div> 1576 </div> 1577 <div class="teaser-content"> 1578 <div class="date">September 9, 2026</div> 1579 <h3><a href="/research/blog/beyond-finalfinalreallyfinal-version-3-steps-rethinking-documents-and-enterprise">Beyond the Final.Final.Really_Final Version: 3 Steps to Rethinking Documents and Enterprise Knowledge</a></h3> 1580 <div class="article-type">Future of Work</div> 1581 <div class="summary">Is a document a destination, or it is the starting point for applying enterprise knowledge? That's the question tackled in this post as AI opens the door for documents to shift fro...</div> 1582 <div class="author"> 1583<article class="profile simple fname-lname"> 1584 Liz Miller 1585 </article> 1586 1587</div> 1588 </div> 1589 1590</article> 1591 1592 1593 1594 1595 1596<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1597 1598 <div class="teaser-image" style="background-image: url('/themes/custom/constellationr/assets/img/sample_black_card_image.png'); background-size: cover; background-position: center;"> 1599 <div class="content-type">Analyst Blog</div> 1600 </div> 1601 <div class="teaser-content"> 1602 <div class="date">August 30, 2026</div> 1603 <h3><a href="/research/blog/new-way-look-enterprise-technology-2027">A New Way to Look at Enterprise Technology in 2027+</a></h3> 1604 <div class="article-type">Board Strategy</div> 1605 <div class="summary">It may seem early to revisit the enterprise technology framework for 2026 in August, but considering the dramatic compression of cycles, and the fact that the first eight months pr...</div> 1606 <div class="author"> 1607<article class="profile simple fname-lname"> 1608 Esteban Kolsky 1609 </article> 1610 1611</div> 1612 </div> 1613 1614</article> 1615 1616 1617 1618 1619 1620<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1621 1622 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/08/firefly_make_the_cat_the_same_scale_as_others_in_the_background_631101_0.png.webp?itok=smMCQhZ9'); background-size: cover; background-position: center;"> 1623 <div class="content-type">Analyst Blog</div> 1624 </div> 1625 <div class="teaser-content"> 1626 <div class="date">August 26, 2026</div> 1627 <h3><a href="/research/blog/meta-settles-lawsuit-tune-17-billion-what-it-could-mean-advertisers">Meta Settles Lawsuit to the Tune of $17 Billion: What it Could Mean for Advertisers</a></h3> 1628 <div class="article-type">Marketing Transformation</div> 1629 <div class="summary">Now that Meta has settled what many are calling a quot;landmark lawsuitquot; brought by multiple US states attorneys general, what happens next and how could it impact marketer's p...</div> 1630 <div class="author"> 1631<article class="profile simple fname-lname"> 1632 Liz Miller 1633 </article> 1634 1635</div> 1636 </div> 1637 1638</article> 1639 1640 1641 1642 1643 1644<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1645 1646 <div class="teaser-image" style="background-image: url('/themes/custom/constellationr/assets/img/sample_purple_card_image.png'); background-size: cover; background-position: center;"> 1647 <div class="content-type">Analyst Blog</div> 1648 </div> 1649 <div class="teaser-content"> 1650 <div class="date">August 24, 2026</div> 1651 <h3><a href="/research/blog/open-weight-models-are-gaining-ground-enterprise-ai">Open-Weight Models Are Gaining Ground in Enterprise AI</a></h3> 1652 <div class="article-type">Innovation & Product-led Growth</div> 1653 <div class="summary">For a long time, the open-weight model discussion centered mostly o...</div> 1654 <div class="author"> 1655<article class="profile simple fname-lname"> 1656 Chirag Mehta 1657 </article> 1658 1659</div> 1660 </div> 1661 1662</article> 1663 1664 1665 1666 1667 1668<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1669 1670 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C'); background-size: cover; background-position: center;"> 1671 <div class="content-type">
1671Analyst Blog</div> 1672 </div> 1673 <div class="teaser-content"> 1674 <div class="date">August 22, 2026</div> 1675 <h3><a href="/research/blog/unsung-heroes-ai-paradigm-shift-cisos">The Unsung Heroes of the AI Paradigm Shift: CISOs</a></h3> 1676 <div class="article-type">Board Strategy</div> 1677 <div class="summary">I have been arguing for some time that cybersecurity would become one of the largest areas of enterprise technology investment. AI temporarily absorbed much of that budget and atte...</div> 1678 <div class="author"> 1679<article class="profile simple fname-lname"> 1680 Esteban Kolsky 1681 </article> 1682 1683</div> 1684 </div> 1685 1686</article> 1687 1688 1689 1690 1691 1692<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1693 1694 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/08/sl_week_2_graphic.png.webp?itok=yYVInvKG'); background-size: cover; background-position: center;"> 1695 <div class="content-type">Analyst Blog</div> 1696 </div> 1697 <div class="teaser-content"> 1698 <div class="date">August 19, 2026</div> 1699 <h3><a href="/research/blog/constellation-research-releases-final-wave-q3-2026-shortlisttm-updates">Constellation Research Releases Final Wave of Q3 2026 ShortList⢠Updates</a></h3> 1700 <div class="article-type">Data to Decisions</div> 1701 <div class="summary">Following last weekâs release of 39 Constellation ShortListsâ¢, Constellation Research is pleased to announce 41 additional updates, completing our Q3 2026 ShortList⢠portfolio....</div> 1702 <div class="author"> 1703<article class="profile simple fname-lname"> 1704 1705 </article> 1706 1707</div> 1708 </div> 1709 1710</article> 1711 1712 1713 1714 1715 1716<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1717 1718 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/04/aftershots.png.webp?itok=MuY3uc0C'); background-size: cover; background-position: center;"> 1719 <div class="content-type">Analyst Blog</div> 1720 </div> 1721 <div class="teaser-content"> 1722 <div class="date">August 12, 2026</div> 1723 <h3><a href="/research/blog/beyond-public-models-return-enterprise-control">Beyond Public Models: The Return of Enterprise Control</a></h3> 1724 <div class="article-type"></div> 1725 <div class="summary">The discussion about open-source AI has inherited too much baggage from the software industry. Most executives, technologists, and advisers understand open source through Linux, da...</div> 1726 <div class="author"> 1727<article class="profile simple fname-lname"> 1728 Esteban Kolsky 1729 </article> 1730 1731</div> 1732 </div> 1733 1734</article> 1735 1736 1737 1738 1739 1740<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1741 1742 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/08/sl_week_1_graphic.png.webp?itok=yC3AFpOz'); background-size: cover; background-position: center;"> 1743 <div class="content-type">Analyst Blog</div> 1744 </div> 1745 <div class="teaser-content"> 1746 <div class="date">August 12, 2026</div> 1747 <h3><a href="/research/blog/new-release-39-constellation-shortlisttm-updates-q3-2026">New Release: 39 Constellation ShortList⢠Updates for Q3 2026</a></h3> 1748 <div class="article-type">Data to Decisions</div> 1749 <div class="summary">Constellation Research is pleased to announce the first wave of Q3 2026 Constellation ShortList⢠updates, highlighting leading vendors across some of today's most important enterpr...</div> 1750 <div class="author"> 1751<article class="profile simple fname-lname"> 1752 1753 </article> 1754 1755</div> 1756 </div> 1757 1758</article> 1759 1760 1761 1762 1763 1764<article class="node node--type-analyst-blog node--view-mode-analyst-blog-small-card smallcard"> 1765 1766 <div class="teaser-image" style="background-image: url('/sites/default/files/styles/responsive_5_4_600w/public/media/image/2026/02/firefly_gemini_flash_a_modern_abstract_ecosystem_of_interconnected_enterprise_platforms_powered_by_ai_and_332022.png.webp?itok=0LmnSqT7'); background-size: cover; background-position: center;"> 1767 <div class="content-type">
1767Analyst Blog</div> 1768 </div> 1769 <div class="teaser-content"> 1770 <div class="date">August 9, 2026</div> 1771 <h3><a href="/research/blog/beyond-rag-where-enterprise-ai-value-will-come">Beyond RAG: Where Enterprise AI Value Will Come From</a></h3> 1772 <div class="article-type">Data to Decisions</div> 1773 <div class="summary">Retrieval-augmented generation (RAG) solved an important early problem for enterprise AI. Large language models could produce useful responses, but they lacked access to current, p...</div> 1774 <div class="author"> 1775<article class="profile simple fname-lname"> 1776 Michael Ni 1777 </article> 1778 1779 1780<article class="profile simple fname-lname"> 1781 Esteban Kolsky 1782 </article> 1783 1784</div> 1785 </div> 1786 1787</article> 1788 1789 </div> 1790 1791 <div class="container_50"> 1792 <nav class="pager" role="navigation" aria-labelledby="pagination-heading"> 1793 <h4 id="pagination-heading" class="visually-hidden">Pagination</h4> 1794 <ul class="pager__items js-pager__items"> 1795 <li class="pager__item is-active"> 1796 <a href="?page=0" title="Current page" aria-current="page"> 1797 <span class="visually-hidden"> 1798 Page 1799 </span>1</a> 1800 </li> 1801 <li class="pager__item"> 1802 <a href="?page=1" title="Go to page 2"> 1803 <span class="visually-hidden"> 1804 Page 1805 </span>2</a> 1806 </li> 1807 <li class="pager__item"> 1808 <a href="?page=2" title="Go to 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