{"id":78356,"topic":"ai","source":"AFR","title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","url_hash":"181e287a4e1f4b575dd7d2ec8fc96ff789cb2050","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiuAFBVV95cUxPLS0xQ2NDVDhMSU11UWRrdk43VHU2ZlhzUk5VUWh5bFIxaG5ibGdMYVRTUzJkUUdoMFRUeExFcjNXVDNDdDN2OWcwbnJtX1ZwaHZTUE5wZXNOMlN2OEJZSnFtZlVNSWlEaFZLanFvd01NWEdyYXN6WEhnWnlNVmxmaFgxMUF1V3I1LS1QYWR3bjI0cTlVYkpqaW9pV0JGOERFRVFBSU04XzBuUUVma0dFN3RzRHdIMkdL?oc=5\" target=\"_blank\">Companies spruiking AI becoming a red flag for hedge funds</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">AFR</font>","content":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it.\nAbout 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs. Yet only a dozen included figures in their presentation on how they are using the technology and what impact it will have on earnings.","image_url":"https://static.ffx.io/images/$zoom_0.2009%2C$multiply_3%2C$ratio_1.777778%2C$width_1059%2C$x_0%2C$y_0/t_crop_custom/c_scale%2Cw_800%2Cq_88%2Cf_jpg/t_afr_no_label_no_age_social_wm/e28db662d68a5202754780e77b1202326dcfce2c","lang":"en","published_at":"2026-09-09T06:00:00+00:00","fetched_at":"2026-09-09T06:15:04+00:00","status":"read","starred":0,"extract_state":"ok","summary_auto":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it. About 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs.","cluster_id":null,"extract_retries":0,"extract_error":null,"contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","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 534 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":534,"summary_length":399,"usable_text_length":534,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":534,"summary_length":399}},"news_item":{"id":78356,"canonical_url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","source_url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","source_name":"AFR","author":null,"published_at":"2026-09-09T06:00:00+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMiuAFBVV95cUxPLS0xQ2NDVDhMSU11UWRrdk43VHU2ZlhzUk5VUWh5bFIxaG5ibGdMYVRTUzJkUUdoMFRUeExFcjNXVDNDdDN2OWcwbnJtX1ZwaHZTUE5wZXNOMlN2OEJZSnFtZlVNSWlEaFZLanFvd01NWEdyYXN6WEhnWnlNVmxmaFgxMUF1V3I1LS1QYWR3bjI0cTlVYkpqaW9pV0JGOERFRVFBSU04XzBuUUVma0dFN3RzRHdIMkdL?oc=5\" target=\"_blank\">Companies spruiking AI becoming a red flag for hedge funds</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">AFR</font>","full_text":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it.\nAbout 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs. Yet only a dozen included figures in their presentation on how they are using the technology and what impact it will have on earnings.","excerpt":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it. About 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs.","extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 534 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","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 534 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":534,"summary_length":399,"usable_text_length":534,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":534,"summary_length":399}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","summary":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it. About 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs.","source":"AFR","date":"2026-09-09T06:00:00+00:00","content":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it.\nAbout 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs. Yet only a dozen included figures in their presentation on how they are using the technology and what impact it will have on earnings.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 534 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 534 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":534,"summary_length":399,"usable_text_length":534,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":534,"summary_length":399}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/78356","export_markdown":"/api/items/78356/export?format=markdown","export_json":"/api/items/78356/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog"},"formats":{"full":{"id":78356,"title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","source":"AFR","author":null,"published_at":"2026-09-09T06:00:00+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it. About 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs.","full_text":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it.\nAbout 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs. Yet only a dozen included figures in their presentation on how they are using the technology and what impact it will have on earnings.","reading_time_min":1,"extraction":{"state":"ok","confidence":0.9,"error":null,"explanation":"High confidence: full text extraction produced 534 characters.","diagnostics_url":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","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 534 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":534,"summary_length":399,"usable_text_length":534,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":534,"summary_length":399}}},"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 534 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":534,"summary_length":399,"usable_text_length":534,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":534,"summary_length":399}},"actions":{"read":"/item/78356","export_markdown":"/api/items/78356/export?format=markdown","export_json":"/api/items/78356/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog"}},"digest":{"id":78356,"title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","source":"AFR","topic":"ai","published_at":"2026-09-09T06:00:00+00:00","excerpt":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it. About 60 per cent of Australia’s 200 biggest…","quality_bucket":"high","quality_reason":"High confidence: full text extraction produced 534 characters.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","subtitle":"AFR · 2026-09-09","summary":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually…","badges":["quality:high"],"links":{"read":"/item/78356","original":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","diagnose":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog"},"quality_warning":null},"export":{"title":"Companies spruiking AI becoming a red flag for hedge funds - AFR","url":"https://www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","summary":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it. About 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs.","source":"AFR","date":"2026-09-09T06:00:00+00:00","content":"Investors listening in on earnings calls over the last month would have been inundated with management eagerly spruiking their company’s pivot toward artificial intelligence – regardless of whether the business actually uses it.\nAbout 60 per cent of Australia’s 200 biggest companies referenced AI when talking to analysts and investors during the August earnings season, according to Goldman Sachs. Yet only a dozen included figures in their presentation on how they are using the technology and what impact it will have on earnings.","confidence":0.9,"diagnostics_url":"/api/diagnose?url=https%3A//www.afr.com/markets/equity-markets/companies-spruiking-ai-becoming-a-red-flag-for-hedge-funds-20260909-p60vog","quality_bucket":"high","failure_kind":"none","retryable":false,"quality_reason":"High confidence: full text extraction produced 534 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 534 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":534,"summary_length":399,"usable_text_length":534,"source_field":"content"},"legacy_collapsed":false,"signals":{"extract_state":"ok","extract_error":null,"extract_retries":0,"content_length":534,"summary_length":399}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}