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Major breakthrough in AI-assisted drug discovery: New antibiotic successfully combats superbugs
AI Wave

Major breakthrough in AI-assisted drug discovery: New antibiotic successfully combats superbugs

2026-07-28 11:11:15 115 views
MIT and DeepMind collaborated to screen over 100 million molecules using AI models, discovering a novel antibiotic that effectively kills multiple drug-resistant bacteria in animal experiments. This milestone marks AI's impact on drug discovery and may accelerate solving the global antibiotic crisis. This article delves into technical details, industry impact, and future challenges.
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  208. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-helper/src/Collection.php ( 16.47 KB )
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  211. /www/wwwroot/cjgpcs.cn/app/home/controller/Document.php ( 101.72 KB )
  212. /www/wwwroot/cjgpcs.cn/app/home/controller/Home.php ( 21.11 KB )
  213. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-template/src/Template.php ( 46.61 KB )
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  216. /www/wwwroot/cjgpcs.cn/vendor/topthink/think-orm/src/db/Raw.php ( 1.30 KB )
  217. /www/wwwroot/cjgpcs.cn/app/common/model/Member.php ( 16.79 KB )
  218. /www/wwwroot/cjgpcs.cn/vendor/topthink/framework/src/think/facade/Session.php ( 1.79 KB )
  219. /www/wwwroot/cjgpcs.cn/app/common/model/Document.php ( 37.40 KB )
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  1. CONNECT:[ UseTime:0.000999s ] mysql:host=127.0.0.1;port=3306;dbname=cjgpcs;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `g3ys_config` [ RunTime:0.002469s ]
  3. SELECT `value` FROM `g3ys_config` WHERE `name` = 'timezone' AND `subsite_id` = '43' LIMIT 1 [ RunTime:0.000619s ]
  4. SHOW FULL COLUMNS FROM `g3ys_route` [ RunTime:0.003085s ]
  5. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.000900s ]
  6. SHOW FULL COLUMNS FROM `g3ys_theme` [ RunTime:0.005205s ]
  7. SELECT `paginator` FROM `g3ys_theme` WHERE `module` = 'home' AND `name` = 'stashaway' AND `subsite_id` = '43' LIMIT 1 [ RunTime:0.000953s ]
  8. SHOW FULL COLUMNS FROM `g3ys_lang` [ RunTime:0.007472s ]
  9. SELECT * FROM `g3ys_lang` WHERE `subsite_id` = 43 AND ( ( LOWER(name) = 'en' ) OR `subtag` = 'en' ) AND `status` = 1 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.002241s ]
  10. SHOW FULL COLUMNS FROM `g3ys_member` [ RunTime:0.008676s ]
  11. SELECT * FROM `g3ys_member` WHERE `id` = 0 AND `subsite_id` = '43' LIMIT 1 [ RunTime:0.001478s ]
  12. SHOW FULL COLUMNS FROM `g3ys_document` [ RunTime:0.006950s ]
  13. SELECT `id`,`document_type` FROM `g3ys_document` WHERE `subsite_id` = 43 AND `name` = 'ai-antibiotic-discovery-breakthrough-2026' AND `status` IN ('1','2') LIMIT 1 [ RunTime:0.002888s ]
  14. SELECT * FROM `g3ys_document` WHERE ( `name` = '5775' OR `id` = '5775' ) AND `subsite_id` = 43 LIMIT 1 [ RunTime:0.008265s ]
  15. SHOW TABLES LIKE 'g3ys_document_article' [ RunTime:0.004152s ]
  16. SHOW FULL COLUMNS FROM `g3ys_document_article` [ RunTime:0.002555s ]
  17. SELECT * FROM `g3ys_document_article` WHERE `document_id` = '5775' LIMIT 1 [ RunTime:0.001024s ]
  18. SHOW FULL COLUMNS FROM `g3ys_total` [ RunTime:0.003500s ]
  19. SELECT * FROM `g3ys_total` WHERE `target_id` = '5775' LIMIT 1 [ RunTime:0.001192s ]
  20. SHOW TABLES LIKE 'g3ys_document_article_lang' [ RunTime:0.004937s ]
  21. SHOW FULL COLUMNS FROM `g3ys_document_article_lang` [ RunTime:0.003572s ]
  22. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '43' AND `lang` = 'en' AND `document_id` = '5775' [ RunTime:0.019012s ]
  23. SHOW FULL COLUMNS FROM `g3ys_document_article_lang` [ RunTime:0.004248s ]
  24. SHOW TABLES LIKE 'g3ys_category_lang' [ RunTime:0.005019s ]
  25. SHOW FULL COLUMNS FROM `g3ys_category_lang` [ RunTime:0.003542s ]
  26. SELECT * FROM `g3ys_category_lang` WHERE `subsite_id` = '43' AND `category_id` = '1625' AND `lang` = 'en' LIMIT 1 [ RunTime:0.001197s ]
  27. SELECT * FROM `g3ys_total` WHERE `target_id` = '5775' LIMIT 1 [ RunTime:0.001261s ]
  28. UPDATE `g3ys_total` SET `view_total` = `view_total` + 1 WHERE `target_id` = '5775' [ RunTime:0.003083s ]
  29. SHOW FULL COLUMNS FROM `g3ys_record` [ RunTime:0.013454s ]
  30. SELECT `id` FROM `g3ys_record` WHERE `subsite_id` = '43' AND `type` = 'article' AND `url` = 'https://www.thaiptt.asia/ai-antibiotic-discovery-breakthrough-2026' AND `create_time` >= 1790481239 AND ( `visitor_id` = 'a9ebd004883efef48549513a09351ac6' OR `session_id` = '8587f82d65f43752e2dbfc1aed2751fe' ) LIMIT 1 [ RunTime:0.006385s ]
  31. INSERT INTO `g3ys_record` SET `subsite_id` = '43' , `uid` = '0' , `visitor_id` = 'a9ebd004883efef48549513a09351ac6' , `session_id` = '8587f82d65f43752e2dbfc1aed2751fe' , `type` = 'article' , `target_id` = '5775' , `target_type` = 0 , `category_id` = '1625' , `title` = 'Major breakthrough in AI-assisted drug discovery: New antibiotic successfully combats superbugs' , `url` = 'https://www.thaiptt.asia/ai-antibiotic-discovery-breakthrough-2026' , `path` = '/ai-antibiotic-discovery-breakthrough-2026' , `query_string` = '' , `referer` = '' , `referer_domain` = '' , `source_type` = 'direct' , `source_domain` = '' , `search_engine` = '' , `search_keyword` = '' , `utm_source` = '' , `utm_medium` = '' , `utm_campaign` = '' , `utm_term` = '' , `utm_content` = '' , `ip` = '216.73.216.44' , `user_agent` = 'Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)' , `device_type` = 'pc' , `browser` = '其他' , `browser_version` = '' , `os` = '其他' , `os_version` = '' , `language` = '' , `is_spider` = 0 , `spider_name` = '' , `status_code` = 200 , `country` = '' , `province` = '' , `city` = '' , `district` = '' , `isp` = '' , `region_code` = '' , `geo_status` = 0 , `geo_time` = 0 , `create_time` = 1790481299 , `update_time` = 1790481299 [ RunTime:0.005534s ]
  32. SHOW FULL COLUMNS FROM `g3ys_comment` [ RunTime:0.011311s ]
  33. SELECT COUNT(*) AS think_count FROM `g3ys_comment` WHERE `target_id` = '5775' AND `pid` = '0' [ RunTime:0.002123s ]
  34. SELECT * FROM `g3ys_document` WHERE `category_id` = 1625 AND `subsite_id` = 43 AND `pid` = '0' AND `status` = '1' AND ( ( sort > 0) or ( sort = 0 and id < 5775) ) ORDER BY `sort` ASC,`id` DESC LIMIT 1 [ RunTime:0.002903s ]
  35. SELECT * FROM `g3ys_document` WHERE `category_id` = 1625 AND `subsite_id` = 43 AND `pid` = '5646' AND `status` = '1' ORDER BY `sort` ASC,`id` DESC LIMIT 1 [ RunTime:0.004636s ]
  36. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '43' AND `lang` = 'en' AND `document_id` = '5646' [ RunTime:0.034568s ]
  37. SELECT * FROM `g3ys_document` WHERE `category_id` = 1625 AND `subsite_id` = 43 AND `pid` = '5775' AND `status` = '1' AND `document_type` = 0 ORDER BY `sort` DESC,`id` ASC LIMIT 1 [ RunTime:0.005270s ]
  38. SELECT * FROM `g3ys_document` WHERE `category_id` = 1625 AND `subsite_id` = 43 AND `pid` = '0' AND `status` = '1' AND `document_type` = 0 AND ( ( sort>0 and sort <= 0 and id!=5775) or ( sort = 0 and id > 5775) ) ORDER BY `sort` DESC,`id` ASC LIMIT 1 [ RunTime:0.003237s ]
  39. SELECT * FROM `g3ys_document_article_lang` WHERE `subsite_id` = '43' AND `lang` = 'en' AND `document_id` = '6130' [ RunTime:0.032107s ]
  40. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001548s ]
  41. SELECT * FROM `g3ys_total` WHERE `target_id` = '5775' LIMIT 1 [ RunTime:0.001188s ]
  42. SHOW FULL COLUMNS FROM `g3ys_ad_location` [ RunTime:0.006405s ]
  43. SELECT * FROM `g3ys_ad_location` WHERE `name` = 'ad-detail-full' AND `subsite_id` = '43' AND `status` = 1 LIMIT 1 [ RunTime:0.003219s ]
  44. SHOW FULL COLUMNS FROM `g3ys_ad` [ RunTime:0.007418s ]
  45. SELECT * FROM `g3ys_ad` WHERE `subsite_id` = '43' AND `ad_location_id` = '95' AND `status` = 1 AND `device` IN ('all','pc') AND ( `start_time` = 0 OR `start_time` <= 1790481299 ) AND ( `end_time` = 0 OR `end_time` >= 1790481299 ) ORDER BY `sort` DESC,`id` DESC [ RunTime:0.002334s ]
  46. SHOW FULL COLUMNS FROM `g3ys_ad_lang` [ RunTime:0.007729s ]
  47. SELECT * FROM `g3ys_ad_lang` WHERE `ad_id` = 95 AND `subsite_id` = '43' AND `lang` = 'en' [ RunTime:0.001859s ]
  48. SHOW FULL COLUMNS FROM `g3ys_ad_lang` [ RunTime:0.003209s ]
  49. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001145s ]
  50. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.001305s ]
  51. SELECT * FROM `g3ys_route` WHERE ( `subsite_id` = '43' OR `subsite_id` = '0' ) AND `module` = 'home' AND `status` = 1 ORDER BY `sort` DESC,`id` ASC [ RunTime:0.002599s ]
0.787924s