{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Writing: Arvind Krishna's Letter to IBM Investors","description":"IBM (Granite) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95","json_url":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95/signal.json","generated_at":"2026-07-26T18:51:25.482Z","evidence_latest_fetched_at":"2026-07-14T12:03:24.638739+00:00","signal_first_seen_at":"2026-07-14T12:01:49.368693+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95","signal_json":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95/signal.json","source":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"IBM (Granite) published Arvind Krishna's Letter to IBM Investors. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Arvind Krishna's Letter to IBM Investors --> --> All press releases --> --> Arvind Krishna's Letter to IBM Investors Jul 14, 2026 ARMONK, N.Y. , July 14, 2026 /.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","source_host":"newsroom.ibm.com","occurred_at":"2026-07-14T11:00:00+00:00","first_seen_at":"2026-07-14T12:01:49.368693+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"newsroom.ibm.com","source":"source"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-14T12:03:24.638739+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95/signal.json","dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95/signal.json","required":true},{"label":"source","url":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze IBM (Granite)'s writing signal \"Arvind Krishna's Letter to IBM Investors\" for neolab strategy."},"semantic_triples":[{"subject":"IBM (Granite)","predicate":"published","object":"Arvind Krishna's Letter to IBM Investors","text":"IBM (Granite) published Arvind Krishna's Letter to IBM Investors."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"is classified as","object":"writing signal","text":"Arvind Krishna's Letter to IBM Investors is classified as writing signal."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"belongs to","object":"talking desk","text":"Arvind Krishna's Letter to IBM Investors belongs to talking desk."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Arvind Krishna's Letter to IBM Investors has evidence coverage 1 captured evidence page."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has captured page count","object":"1","text":"Arvind Krishna's Letter to IBM Investors has captured page count 1."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has readable page count","object":"1","text":"Arvind Krishna's Letter to IBM Investors has readable page count 1."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has related signal count","object":"6","text":"Arvind Krishna's Letter to IBM Investors has related signal count 6."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Arvind Krishna's Letter to IBM Investors has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has source host","object":"newsroom.ibm.com","text":"Arvind Krishna's Letter to IBM Investors has source host newsroom.ibm.com."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has lab","object":"IBM (Granite)","text":"Arvind Krishna's Letter to IBM Investors has lab IBM (Granite)."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has signal desk","object":"talking","text":"Arvind Krishna's Letter to IBM Investors has signal desk talking."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has source host","object":"newsroom.ibm.com","text":"Arvind Krishna's Letter to IBM Investors has source host newsroom.ibm.com."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has watch term","object":"Infrastructure","text":"Arvind Krishna's Letter to IBM Investors has watch term Infrastructure."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has watch term","object":"Safety and alignment","text":"Arvind Krishna's Letter to IBM Investors has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"IBM (Granite) published Arvind Krishna's Letter to IBM Investors. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Arvind Krishna's Letter to IBM Investors --> --> All press releases --> --> Arvind Krishna's Letter to IBM Investors Jul 14, 2026 ARMONK, N.Y. , July 14, 2026 /.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published","object":"Arvind Krishna's Letter to IBM Investors","text":"IBM (Granite) published Arvind Krishna's Letter to IBM Investors."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"is classified as","object":"writing signal","text":"Arvind Krishna's Letter to IBM Investors is classified as writing signal."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"belongs to","object":"talking desk","text":"Arvind Krishna's Letter to IBM Investors belongs to talking desk."},{"subject":"Arvind Krishna's Letter to IBM Investors","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Arvind Krishna's Letter to IBM Investors has evidence coverage 1 captured evidence page."}]},"signal":{"id":"432ba476-9c53-444a-b1b4-042dcbcb7a95","url":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95","json_url":"https://onlylabs.fyi/signals/432ba476-9c53-444a-b1b4-042dcbcb7a95/signal.json","source_url":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","title":"Arvind Krishna's Letter to IBM Investors","summary":"IBM (Granite) published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-14T11:00:00+00:00","first_seen_at":"2026-07-14T12:01:49.368693+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","final_url":"https://newsroom.ibm.com/2026-07-14-Arvind-Krishnas-Letter-to-IBM-Investors","title":"Arvind Krishna's Letter to IBM Investors","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-07-14T12:03:24.638739+00:00","bytes":79762,"raw_path":"51b4759bbd1081fbc6d23d28663bdb9c1dee6b38303921987a23e1d1249ab69c.html","content_hash":"bca30829d5d3163a3e9277aba2e2a7131b6585860c00d0cbd0625444c8f29d48","excerpt_chars":1200,"truncated":true,"excerpt":"Arvind Krishna's Letter to IBM Investors --> --> All press releases --> --> Arvind Krishna's Letter to IBM Investors Jul 14, 2026 ARMONK, N.Y. , July 14, 2026 / PRNewswire / -- IBM Investors – This morning we are releasing selected preliminary second-quarter 2026 financial results. We are still working to close our financial reporting for the quarter and our final results could be slightly different. For the second quarter: Revenue: Revenue of $17.2 billion, up 1 percent Software revenue up 5 percent Consulting revenue flat, up 1 percent at constant currency Infrastructure revenue down 7 percent Profit: Gross Profit Margin: GAAP: 57.7 percent, down 100 basis points; Operating (Non-GAAP): 59.4 percent, down 70 basis points Pre-Tax Income Margin: GAAP: 14.4 percent, down 90 basis points; Operating (Non-GAAP): 19.2 percent, up 30 basis points Cash Flow: Year to date, net cash from operating activities of $7.8 billion; free cash flow of $4.8 billion EPS: Diluted Earnings Per Share: GAAP: $2.27, down 2 percent; Operating (Non-GAAP): $2.93, up 5 percent I want to spend some time explaining what we experienced in the quarter that led to the Software and Infrastructure performance..."},"evidence_pages":[],"related_signals":[{"id":"8ab90274-ef3a-4a73-85d0-f878219fed41","url":"https://onlylabs.fyi/signals/8ab90274-ef3a-4a73-85d0-f878219fed41","source_url":"https://newsroom.ibm.com/2026-07-23-ibm-to-acquire-hrl-laboratories-to-power-the-future-of-quantum","title":"IBM to Acquire HRL Laboratories to Power the Future of Quantum ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-23T11:00:00+00:00","first_seen_at":"2026-07-23T12:00:50.755845+00:00","date_source":"rss.item_date"},{"id":"324964ce-795e-4d10-8e67-b56720059eed","url":"https://onlylabs.fyi/signals/324964ce-795e-4d10-8e67-b56720059eed","source_url":"https://newsroom.ibm.com/2026-07-22-IBM-RELEASES-SECOND-QUARTER-RESULTS","title":"IBM RELEASES SECOND-QUARTER RESULTS","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-22T20:08:00+00:00","first_seen_at":"2026-07-23T00:01:41.883782+00:00","date_source":"rss.item_date"},{"id":"f285bfca-3dd1-4b6d-9045-b3cbb8a63371","url":"https://onlylabs.fyi/signals/f285bfca-3dd1-4b6d-9045-b3cbb8a63371","source_url":"https://newsroom.ibm.com/2026-07-15-ibm-launches-new-power-systems-and-software-built-for-enterprises-to-address-risk,-productivity,-and-flexibility","title":"IBM Launches New Power Systems and Software Built for Enterprises to Address Risk, Productivity, and Flexibility","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-15T10:00:00+00:00","first_seen_at":"2026-07-15T12:01:42.052016+00:00","date_source":"rss.item_date"},{"id":"41ddcfc4-eaa3-4690-b4d9-51b7008f2b53","url":"https://onlylabs.fyi/signals/41ddcfc4-eaa3-4690-b4d9-51b7008f2b53","source_url":"https://newsroom.ibm.com/2026-07-09-ibm-advances-enterprise-ai-software-development-with-multi-agent-capabilities-and-specialized-modernization-workflows","title":"IBM Advances Enterprise AI Software Development with Multi-Agent Capabilities and Specialized Modernization Workflows","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-09T10:00:00+00:00","first_seen_at":"2026-07-09T12:00:50.869208+00:00","date_source":"rss.item_date"},{"id":"221cf71f-8dff-40cf-9238-687d99804937","url":"https://onlylabs.fyi/signals/221cf71f-8dff-40cf-9238-687d99804937","source_url":"https://newsroom.ibm.com/2026-07-08-IBM-to-Announce-Second-Quarter-2026-Financial-Results","title":"IBM to Announce Second-Quarter 2026 Financial Results","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-08T15:12:00+00:00","first_seen_at":"2026-07-08T16:00:51.16485+00:00","date_source":"rss.item_date"},{"id":"a1d6ec9b-1f8a-4d05-aeed-7e4b1207d473","url":"https://onlylabs.fyi/signals/a1d6ec9b-1f8a-4d05-aeed-7e4b1207d473","source_url":"https://newsroom.ibm.com/2026-07-08-ibm-and-red-hat-expand-lightwell-with-new-commercial-offerings-to-build-the-trust-infrastructure-for-ai-era-open-source","title":"IBM and Red Hat Expand Lightwell with New Offerings to Build the Trust Infrastructure for AI-Era Open Source","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-07-08T13:00:00+00:00","first_seen_at":"2026-07-08T16:00:51.16485+00:00","date_source":"rss.item_date"}]}