| payload |
{"created_at":"2026-04-08T19:57:42.365 {"created_at":"2026-04-08T19:57:42.365437+00:00","dedupe_key":"signal_enriched:discovery_crypto_extremes_delta:5a043e7bee152bb5","evidence_event_ids":["evt_85fa0bcbb6ad"],"signal_type":"discovery_crypto_extremes_delta","source":"discovery_ingestor","value":{"aggregator_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","as_of":"2026-04-08T19:57:42.365437+00:00","canonical_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","enrichment":{"aggregator_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","article_chars":4979,"article_truncated":false,"blocked_reason":null,"candidate_id":"sc_b751ae230e8e6966","canonical_host":"decrypt.co","canonical_is_aggregator":false,"canonical_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","content_type":"text/html; charset=utf-8","enriched_at":"2026-04-09T22:59:30.435468+00:00","extraction_method":"heuristic","fetched_description":"A Reddit post claiming 75% output token savings sparked 400 comments and multiple GitHub repos dedicated to making AI grunt its way to efficiency.","fetched_title":"Devs Are Making Claude Talk Like a Caveman to Cut Costs\u2014And It Works - Decrypt","final_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","html_truncated":true,"paywall_likely":false,"publisher_domain":"decrypt.co","publisher_resolution":"canonical_url","requested_url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better","source_event_id":"evt_85fa0bcbb6ad","source_quality":"high","status_code":200,"version":"signal_enrichment_v2"},"fp":"224f9619ae63ffe4","kind":"crypto_extremes","published_at":"2026-04-07T13:01:02+00:00","publisher_domain":"decrypt.co","signal_understanding":{"analysis_basis":"headline_and_summary","claim_confidence":0.55,"dates_mentioned":[],"entities":[{"asset_class":"software/AI","name":"Claude","relevance":"central to the claimed cost/token savings","symbol":"","type":"AI model"},{"asset_class":"platform content","name":"Reddit post","relevance":"origin of the 75% token-savings claim","symbol":"","type":"social post"},{"asset_class":"software/code","name":"GitHub repos","relevance":"community response implementing similar efficiency ideas","symbol":"","type":"code repositories"},{"asset_class":"crypto","name":"BTC","relevance":"appears only in the provided price list, not tied to the main claim","symbol":"BTC","type":"cryptocurrency"},{"asset_class":"crypto","name":"ETH","relevance":"appears only in the provided price list, not tied to the main claim","symbol":"ETH","type":"cryptocurrency"}],"event_type":"other","information_gaps":["The provided cleaned article text contains a large cryptocurrency price list but does not include the Reddit post content, the exact method used to make Claude \u201ctalk like a caveman,\u201d or any experimental setup/metrics beyond the stated 75% claim.","No direct quotes, links, or repository names are included in the provided text.","The source summary attributes the 75% figure to a Reddit post; the reliability of that claim is not evidenced in the provided text.","The relationship between the AI token-savings claim and the included crypto price data is not explained."],"key_facts":["The headline claims developers are making Claude talk like a caveman to cut costs and that it works.","The source summary says a Reddit post sparked 400 comments.","The source summary states the Reddit post claimed 75% output token savings.","The source summary says multiple GitHub repos were created to make AI \u201cgrunt\u201d its way to efficiency."],"numeric_claims":[{"label":"Output token savings","value":"75% (claimed in the Reddit post per source summary; not independently verified in provided text)"}],"primary_claim":"The source summary states that a Reddit post claimed 75% output token savings by making Claude talk like a caveman, and that this led to 400 comments and multiple GitHub repos.","relevance_score":0.62,"sentiment":"mixed","source_quality":"high","summary":"A Reddit post (as described in the source summary) claims that making Claude respond in a \u201ccaveman\u201d style reduced output token usage by 75%, prompting extensive discussion and multiple GitHub repos focused on similar efficiency tweaks.","topics":["AI cost optimization","token usage reduction","prompting/style transformation","community discussion","GitHub implementations","crypto price list (context only)"]},"source":"Decrypt RSS","source_domain":"decrypt.co","summary":"A Reddit post claiming 75% output token savings sparked 400 comments and multiple GitHub repos dedicated to making AI grunt its way to efficiency.","tickers":[],"title":"Devs Are Making Claude Talk Like a Caveman to Cut Costs\u2014And It Works","url":"https://decrypt.co/363440/devs-claude-talk-like-caveman-cut-costs-work-better"}}... |