{"id":44564,"topic":"ai","source":"news.bloombergtax.com","title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","url_hash":"3a87458acce35d2d04eff36ac5e95916719f4c75","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiswFBVV95cUxOYXZ5b1MxdHJIZDZGQ29yNHJESGJXUlZNY2xsNTNRbUhwMnNaWW5NRjEzZGVYdVpJMnBVbFJQZy1nWjRXbXZRVG1rVWhiZ2t0d0laSFVQQWZnaGVxM0JiMWkwazBMb1I0OXoxY3NfYXF1STF0ZHFZNHBEWE9Ga1A1aGdBVDNaTmczTzB5MlhiNjBfektLOGhuS0JzM0EtWDhUY1N1WXpUUmUzX1ZIampTUDNZUQ?oc=5\" target=\"_blank\">Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">news.bloombergtax.com</font>","content":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills.\nFoundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...\nLearn more about Bloomberg Tax or Log In to keep reading:\nSee Breaking News in Context\nFrom research to software to news, find what you need to stay ahead.\nAlready a subscriber?\nLog in to keep reading or access research tools and resources.","image_url":"https://bwrite-static.bloombergindustry.com/dims4/default/fa5b61a/2147483647/strip/false/crop/5592x2155+4+370/resize/960x370!/quality/90/?url=https%3A%2F%2Fbloomberg-bna-brightspot.s3.us-east-1.amazonaws.com%2F45%2Fac%2F477c54ca432c8264dbcb100b3d65%2Fgettyimages-1297929057.jpg","lang":"en","published_at":"2026-07-23T13:00:00+00:00","fetched_at":"2026-07-23T15:15:05+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 698 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":698,"summary_length":457,"usable_text_length":698,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":698,"summary_length":457}},"news_item":{"id":44564,"canonical_url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","source_url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","source_name":"news.bloombergtax.com","author":null,"published_at":"2026-07-23T13:00:00+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiswFBVV95cUxOYXZ5b1MxdHJIZDZGQ29yNHJESGJXUlZNY2xsNTNRbUhwMnNaWW5NRjEzZGVYdVpJMnBVbFJQZy1nWjRXbXZRVG1rVWhiZ2t0d0laSFVQQWZnaGVxM0JiMWkwazBMb1I0OXoxY3NfYXF1STF0ZHFZNHBEWE9Ga1A1aGdBVDNaTmczTzB5MlhiNjBfektLOGhuS0JzM0EtWDhUY1N1WXpUUmUzX1ZIampTUDNZUQ?oc=5\" target=\"_blank\">Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">news.bloombergtax.com</font>","full_text":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills.\nFoundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...\nLearn more about Bloomberg Tax or Log In to keep reading:\nSee Breaking News in Context\nFrom research to software to news, find what you need to stay ahead.\nAlready a subscriber?\nLog in to keep reading or access research tools and resources.","excerpt":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 698 characters.","diagnostics_url":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 698 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":698,"summary_length":457,"usable_text_length":698,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":698,"summary_length":457}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","summary":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...","source":"news.bloombergtax.com","date":"2026-07-23T13:00:00+00:00","content":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills.\nFoundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...\nLearn more about Bloomberg Tax or Log In to keep reading:\nSee Breaking News in Context\nFrom research to software to news, find what you need to stay ahead.\nAlready a subscriber?\nLog in to keep reading or access research tools and resources.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 698 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 698 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":698,"summary_length":457,"usable_text_length":698,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":698,"summary_length":457}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/44564","export_markdown":"/api/items/44564/export?format=markdown","export_json":"/api/items/44564/export?format=json","diagnose":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds"},"formats":{"full":{"id":44564,"title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","source":"news.bloombergtax.com","author":null,"published_at":"2026-07-23T13:00:00+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...","full_text":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills.\nFoundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...\nLearn more about Bloomberg Tax or Log In to keep reading:\nSee Breaking News in Context\nFrom research to software to news, find what you need to stay ahead.\nAlready a subscriber?\nLog in to keep reading or access research tools and resources.","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 698 characters.","diagnostics_url":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 698 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":698,"summary_length":457,"usable_text_length":698,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":698,"summary_length":457}}},"quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 698 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":698,"summary_length":457,"usable_text_length":698,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":698,"summary_length":457}},"actions":{"read":"/item/44564","export_markdown":"/api/items/44564/export?format=markdown","export_json":"/api/items/44564/export?format=json","diagnose":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds"}},"digest":{"id":44564,"title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","source":"news.bloombergtax.com","topic":"ai","published_at":"2026-07-23T13:00:00+00:00","excerpt":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and critical thinking arenât enough in isolation to successfully…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 698 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","subtitle":"news.bloombergtax.com · 2026-07-23","summary":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and…","badges":["quality:high"],"links":{"read":"/item/44564","original":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","diagnose":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds"},"quality_warning":null},"export":{"title":"Supervisory Skills Elevate Workers Outperforming AI, KPMG Finds - news.bloombergtax.com","url":"https://news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","summary":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills. Foundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...","source":"news.bloombergtax.com","date":"2026-07-23T13:00:00+00:00","content":"A new study of early-career KPMG professionals reveals only half outperformed the work AI could do alone when they used the tools, highlighting the need for supervisory skills.\nFoundational skills like AI literacy and critical thinking arenât enough in isolation to successfully work with AI tools, according to results released Thursday from the field study by \nâEven people who donât have five, 10 years of career experience can develop an aptitude or ...\nLearn more about Bloomberg Tax or Log In to keep reading:\nSee Breaking News in Context\nFrom research to software to news, find what you need to stay ahead.\nAlready a subscriber?\nLog in to keep reading or access research tools and resources.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//news.bloombergtax.com/financial-accounting/supervisory-skills-elevate-workers-outperforming-ai-kpmg-finds","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 698 characters.","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"high","confidence":0.9,"failure_kind":"none","retryable":false,"retry_after_attempts":0,"reason":"High confidence: full text extraction produced 698 characters.","operator_guidance":{"severity":"ok","recommended_action":"trust_full_text","next_step":"Use the extracted full text as the primary article source.","operator_label":"Ready","can_retry":false,"can_use_summary":false,"diagnostics_required":false},"content_depth":{"contract_version":"content_depth.v1","category":"full_text","label":"Full text","has_full_text":true,"has_summary":true,"content_length":698,"summary_length":457,"usable_text_length":698,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":698,"summary_length":457}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}