{"type":"post","id":"how-to-be-more-ambitious-a-tutorial-for-eb5e7a","slug":"how-to-be-more-ambitious-a-tutorial-for-eb5e7a","title":"How to be more ambitious: A tutorial for humans with models","description":"**Thesis:** Ambitious prompting is less about adding elaborate wording than changing the unit of work from a task to an outcome, while supplying the evidence and tools needed to pursue it.","retrieval_nugget":"**Thesis:** Ambitious prompting is less about adding elaborate wording than changing the unit of work from a task to an outcome, while supplying the evidence and tools needed to pursue it.","published_at":"2026-10-14","updated_at":"2026-10-14","record_date":"2026-10-14","date_kind":"published_at","topics":["models"],"source_urls":["https://felixrieseberg.com/how-to-be-more-ambitious-a-tutorial-for-humans-with-models"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:how-to-be-more-ambitious-a-tutorial-for-eb5e7a","status":"published","visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:f905615c333f63c55c39d042c178d108520de9fab8c404e1bf6b24031355881d","reviewed_at":"2026-10-14T12:02:52.287Z","source_evidence_count":1,"verified_claim_count":3,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":3,"implication_count":1,"watch_condition_count":1,"related_record_count":0},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Ambitious prompting is less about adding elaborate wording than changing the unit of work from a task to an outcome, while supplying the evidence and tools needed to pursue it.","observed_facts":[{"text":"Felix Rieseberg’s 13 October 2026 tutorial divides ambition into speed, altitude, depth, and range.","source_urls":["https://felixrieseberg.com/how-to-be-more-ambitious-a-tutorial-for-humans-with-models"]},{"text":"Its examples move from fixing individual crashes to maintaining crash-free apps, and from filling a quarterly review deck to analyzing business changes and proposing decisions.","source_urls":["https://felixrieseberg.com/how-to-be-more-ambitious-a-tutorial-for-humans-with-models"]},{"text":"The article says the crash-prevention workflow required crash reports, app-version-to-commit mappings, and access to multiple operating-system computers for reproduction and verification.","source_urls":["https://felixrieseberg.com/how-to-be-more-ambitious-a-tutorial-for-humans-with-models"]}],"mechanism":"A broader goal can reduce repeated human handoffs only when the model can inspect relevant inputs, take meaningful actions, and receive feedback. Rieseberg’s depth advice adds professional methods and outside judges; altitude changes the target, while range expands the methods brought to bear. Together, these are workflow design choices, not prompt incantations.","why_now":"Rieseberg argues that model capabilities do not grow uniformly and that some users still apply them only to small, familiar tasks. His tutorial gives teams a concrete vocabulary for testing larger uses without assuming every task benefits from abstraction.","implications":["Teams can evaluate a proposed model workflow by asking whether it has access to raw evidence, appropriate tools, and an independent way to check results. This is a design checklist, not evidence that the workflow will deliver a business outcome."],"evidence_boundary":"The source is a practitioner’s tutorial with illustrative examples, not a controlled evaluation or quantified comparison. It does not establish that these approaches reliably improve outcomes across organizations or tasks.","watch_conditions":["Watch for deployments that pair outcome-level goals with documented data access, reproducible actions, and an external evaluation loop. Those details would show whether the framework becomes an operational system rather than aspirational prompting advice."],"related_records":[],"new_branch_reason":"No prior New Runtime analytical record was supplied; this tutorial starts a distinct record on outcome-oriented prompting and the operational prerequisites it describes."},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/how-to-be-more-ambitious-a-tutorial-for-eb5e7a/","markdown":"https://newruntime.com/posts/how-to-be-more-ambitious-a-tutorial-for-eb5e7a.md","json":"https://newruntime.com/posts/how-to-be-more-ambitious-a-tutorial-for-eb5e7a.json"},"related_patterns":["goal-scoped-loops-replace-manual-continuation"],"related_shifts":["goal-scoped-agent-loops"],"next_reads":[{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}