[{"lens":"arxiv","axis_key":"interestingness","axis_prompt":"Interestingness to a technically sophisticated reader tracking frontier AI research: how much the paper's core claim, if true, changes what researchers believe or build — weighing novelty of the idea, strength of evidence, and breadth of consequence over topical fashion or incremental gains.","axis_prompt_hash":"55076be568bc7da3a2435e16342d487ee435f8fbc3b43c97cd426183a3c1a328","prompt_variants":1,"entity_count":49,"last_scored_at":"2026-09-07T07:08:55.357000Z"},{"lens":"arxiv","axis_key":"practical-applicability","axis_prompt":"practical real-world applicability of the paper's contribution, as evidenced by the abstract","axis_prompt_hash":"ea1cc2a1265d21eb073b5ca689568be1c6c81a362927f6187f30d2c6b7929432","prompt_variants":1,"entity_count":16,"last_scored_at":"2026-09-07T07:08:23.870000Z"},{"lens":"hermes-agent-skills","axis_key":"scry-inspiration#a","axis_prompt":"Scry is a public, provenanced, SQL-queryable index of high-value internet corpora (papers, forums, social platforms, scholarly graphs) with metered query serving, vector search, and structured judgement campaigns, built and operated largely by autonomous agents. Which of these two agent skills is higher-leverage as INSPIRATION for Scry's own development — a capability pattern, workflow shape, or product idea that Scry's builders should study and adapt? Judge transferable design insight for a research-data-infrastructure product, not direct installability.","axis_prompt_hash":"1bf4892920e374f03cf0e58099267240c83a36468e658e695cf37f9af6eda183","prompt_variants":1,"entity_count":181,"last_scored_at":"2026-07-26T08:41:16.343000Z"},{"lens":"hermes-agent-skills","axis_key":"scry-inspiration#b","axis_prompt":"You maintain a corpus-indexing and research-query platform (bounded public SQL over crawled corpora, provenance-first schema design, agent-facing research workflows, usage-metered serving). Reading these two skill documents as design precedents, which one would teach your team more — richer patterns worth borrowing for the platform's crawling, indexing, query products, agent interfaces, or operations?","axis_prompt_hash":"cd7f077fc6ae49a5399f05c41fdedb8ee01fee27d2ced2762a87476dd3cfd3c3","prompt_variants":1,"entity_count":181,"last_scored_at":"2026-07-26T08:39:52.541000Z"},{"lens":"hermes-agent-skills","axis_key":"xphil-query-substrate#a","axis_prompt":"Which of these two agent skills is more valuable as part of a query substrate for existential philanthropy — capability infrastructure an analyst or research agent could invoke and compose when directing money, talent, and attention toward reducing existential risk and improving humanity's long-term trajectory? Weigh how much the skill helps locate, structure, verify, or act on decision-relevant information for such priorities; generic conveniences rank below skills that compound into serious research and grantmaking power.","axis_prompt_hash":"0337bf79ed3889ccee41d8115dd7d18a59d4a32fe8a0b7f990a3d63fa314b7c4","prompt_variants":1,"entity_count":181,"last_scored_at":"2026-07-26T08:36:54.513000Z"},{"lens":"hermes-agent-skills","axis_key":"xphil-query-substrate#b","axis_prompt":"An existential philanthropist is assembling a toolbox of agent skills to power the research and grantmaking agents behind their giving: mapping risks from advanced AI, biotechnology, and great-power conflict; finding and evaluating grantees; monitoring the information environment; and turning findings into funded action. Which of these two skills, installed in that toolbox, contributes more real capability to that mission?","axis_prompt_hash":"a957a64820855af3070b1742454571d333d5c0a95051a96593c0c2f310a19ddf","prompt_variants":1,"entity_count":181,"last_scored_at":"2026-07-26T08:38:18.359000Z"},{"lens":"landmark-ml-abstracts","axis_key":"empirical-claim-density","axis_prompt":"the density of concrete, falsifiable empirical claims in the text: specific measured results, named benchmarks, and quantitative comparisons a reader could verify, relative to the amount of text","axis_prompt_hash":"6f55d5d419e15f88a1a3493b7553ebe95677ec0b7eedeed90ffb384cf681d0ba","prompt_variants":1,"entity_count":24,"last_scored_at":"2026-08-07T03:43:19.164000Z"},{"lens":"landmark-ml-abstracts","axis_key":"self-containedness","axis_prompt":"the self-containedness and understandability of a piece of text: how fully it can be understood on its own, without outside context the reader does not have","axis_prompt_hash":"199209512d2e63a44fed2eae857bfff4a7c44446aeac81e34003350700258f03","prompt_variants":1,"entity_count":24,"last_scored_at":"2026-08-07T03:45:20.059000Z"},{"lens":"lesswrong","axis_key":"enduring-epistemic-value","axis_prompt":"Which of these two LessWrong posts has more enduring epistemic value — insight a careful reader would still profit from a decade after publication? Weigh durable conceptual contribution over topicality, style, or community significance. Higher means more enduring value.","axis_prompt_hash":"ba2b127c09acca0b44ab6f19311cec5db2829bb7b5fc6e89615e5c6fed540d88","prompt_variants":1,"entity_count":48,"last_scored_at":"2026-08-04T06:45:45.659000Z"},{"lens":"lesswrong-comments","axis_key":"novel-world-expanding-hit#a","axis_prompt":"Novel world-expanding hit: the comment introduces something genuinely new to the thread — a consideration, mechanism, or reframe that enlarges what the discussion can think about, not just a position within the existing frame.","axis_prompt_hash":"2a3b9364ccc4fd83a8cdd7ed0ff692146472b6ffe7c395a13597f7e57d15b6e1","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:18.843000Z"},{"lens":"lesswrong-comments","axis_key":"novel-world-expanding-hit#b","axis_prompt":"Compare the thread\\'s live hypothesis space before and after this comment: how much new territory does it open that no upstream participant had put on the table?","axis_prompt_hash":"fdac3788dbbb6d8e83609f41e7ee77ebe65962b1ba8d77d3ea6f5f3c91a7f525","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:18.961000Z"},{"lens":"lesswrong-comments","axis_key":"novel-world-expanding-hit#c","axis_prompt":"If this comment were deleted, would the thread lose access to an idea it could not easily regenerate — or merely lose one more voice inside a frame it already had?","axis_prompt_hash":"14fd53062b559e85d70149cdf86c2ad5ab3d1c0866c1559450d80eafd474b664","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:18.955000Z"},{"lens":"lesswrong-comments","axis_key":"novel-world-expanding-hit#d","axis_prompt":"Audit for counterfeit novelty in the comment: restating the post\\'s own frame with new words, contrarianism without new content, or a \\'fresh angle\\' that is a standard move in this community. Real expansion scores high; performance of novelty scores low.","axis_prompt_hash":"e2503aacd3fd22e1fd55e66f9c43943a5c18f11d6309817ea38ce7fc8ab7c476","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:18.900000Z"},{"lens":"lesswrong-posts","axis_key":"novel-world-expanding-hit#a","axis_prompt":"Novel world-expanding hit: the post lands something genuinely new — after reading it, more of reality is thinkable than before; a concept, mechanism, or frame the reader did not have and now cannot un-have.","axis_prompt_hash":"6f0f836de2e8cb01b6987fb9d224fa23353ad3fba737fd6cdff12d8dc358231d","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T14:03:32.809000Z"},{"lens":"lesswrong-posts","axis_key":"novel-world-expanding-hit#b","axis_prompt":"Estimate how much this post enlarges a well-read reader\\'s hypothesis space: count the ideas here that a person current on the field would not already hold, and weigh how much territory each one opens.","axis_prompt_hash":"40a774c241a150a9950ea07101c637cf390fe9efd4a8a4020bd379bf7a1a378d","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T14:47:12.925000Z"},{"lens":"lesswrong-posts","axis_key":"novel-world-expanding-hit#c","axis_prompt":"If this post had never been written, would its central idea be missing from the discourse — or would readers have it anyway from existing writing? Score high only where the loss would be real and hard to replace.","axis_prompt_hash":"f290956d20407a16c69ed76e74b1975f8c24d88a4e458b9a2402a846c6fb13b0","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T14:38:05.118000Z"},{"lens":"lesswrong-posts","axis_key":"novel-world-expanding-hit#d","axis_prompt":"Audit for counterfeit novelty: familiar ideas in fresh vocabulary, recombination staged as discovery, or a \\'surprising\\' claim the field already priced in. Genuine expansion scores high; costume novelty scores low.","axis_prompt_hash":"3bb4649a71d420a2d948982f44a45158403731df553d38783a79348ee85c8d34","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T14:47:13.914000Z"},{"lens":"lesswrong-posts-probetop","axis_key":"novel-world-expanding-hit#a","axis_prompt":"Novel world-expanding hit: the post lands something genuinely new — after reading it, more of reality is thinkable than before; a concept, mechanism, or frame the reader did not have and now cannot un-have.","axis_prompt_hash":"6f0f836de2e8cb01b6987fb9d224fa23353ad3fba737fd6cdff12d8dc358231d","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T18:25:35.882000Z"},{"lens":"lesswrong-posts-probetop","axis_key":"novel-world-expanding-hit#d","axis_prompt":"Audit for counterfeit novelty: familiar ideas in fresh vocabulary, recombination staged as discovery, or a \\'surprising\\' claim the field already priced in. Genuine expansion scores high; costume novelty scores low.","axis_prompt_hash":"3bb4649a71d420a2d948982f44a45158403731df553d38783a79348ee85c8d34","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T18:38:16.138000Z"},{"lens":"lesswrong-posts-rand","axis_key":"novel-world-expanding-hit#a","axis_prompt":"Novel world-expanding hit: the post lands something genuinely new — after reading it, more of reality is thinkable than before; a concept, mechanism, or frame the reader did not have and now cannot un-have.","axis_prompt_hash":"6f0f836de2e8cb01b6987fb9d224fa23353ad3fba737fd6cdff12d8dc358231d","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T16:58:03.243000Z"},{"lens":"lesswrong-posts-rand","axis_key":"novel-world-expanding-hit#b","axis_prompt":"Estimate how much this post enlarges a well-read reader\\'s hypothesis space: count the ideas here that a person current on the field would not already hold, and weigh how much territory each one opens.","axis_prompt_hash":"40a774c241a150a9950ea07101c637cf390fe9efd4a8a4020bd379bf7a1a378d","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T17:00:15.665000Z"},{"lens":"lesswrong-posts-rand","axis_key":"novel-world-expanding-hit#c","axis_prompt":"If this post had never been written, would its central idea be missing from the discourse — or would readers have it anyway from existing writing? Score high only where the loss would be real and hard to replace.","axis_prompt_hash":"f290956d20407a16c69ed76e74b1975f8c24d88a4e458b9a2402a846c6fb13b0","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T16:56:42.052000Z"},{"lens":"lesswrong-posts-rand","axis_key":"novel-world-expanding-hit#d","axis_prompt":"Audit for counterfeit novelty: familiar ideas in fresh vocabulary, recombination staged as discovery, or a \\'surprising\\' claim the field already priced in. Genuine expansion scores high; costume novelty scores low.","axis_prompt_hash":"3bb4649a71d420a2d948982f44a45158403731df553d38783a79348ee85c8d34","prompt_variants":1,"entity_count":200,"last_scored_at":"2026-09-06T17:00:41.442000Z"},{"lens":"manifund","axis_key":"epistemic-integrity","axis_prompt":"epistemic integrity of the write-up: honest failure modes, quantified claims, falsifiable milestones","axis_prompt_hash":"1e88f6ebbbd8b052de402122aec2775107a748112fa69f9ee623408c8bf7a77d","prompt_variants":1,"entity_count":40,"last_scored_at":"2026-08-22T22:19:16.084000Z"},{"lens":"manifund","axis_key":"impact-per-marginal-dollar","axis_prompt":"expected impact per marginal dollar at the stated ask","axis_prompt_hash":"0766f47e15b1b3da8ac900ae915147ed16404bd797a0c39cf25a40073b25aac5","prompt_variants":1,"entity_count":40,"last_scored_at":"2026-08-22T22:19:40.232000Z"},{"lens":"manifund","axis_key":"team-track-record-evidence","axis_prompt":"verifiable track-record evidence the team can execute","axis_prompt_hash":"420dab4ba4e6663f850f9cccec31096b4721c333f4e04ac9c0207a5c6cd51975","prompt_variants":1,"entity_count":40,"last_scored_at":"2026-08-22T22:19:13.883000Z"},{"lens":"manifund","axis_key":"theory-of-change-plausibility","axis_prompt":"plausibility of the causal path from activities to claimed impact","axis_prompt_hash":"97744464398bbcbdafc1f0b759c246d17622ec659cbe70e218df9351edc785aa","prompt_variants":1,"entity_count":40,"last_scored_at":"2026-08-22T22:19:44.316000Z"},{"lens":"manifund-goals","axis_key":"importance-for-ai-safety-technical","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is advancing technical AI safety research","axis_prompt_hash":"080477de42e2fa337127bcd64bfac0b377d2b5f2666170d39f503ff293c164e2","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:38:20.539000Z"},{"lens":"manifund-goals","axis_key":"importance-for-careful-generalist","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is a careful generalist grantmaker with no single ideology, who wants to fund what is actually good","axis_prompt_hash":"0690386652411fddbd4a00033132657d9c351264eb4093514ed50329806d95ac","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:38:24.227000Z"},{"lens":"manifund-goals","axis_key":"importance-for-epistemic-public-good","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is producing epistemic public goods: research, data, and tools that improve collective understanding","axis_prompt_hash":"77856e578b6003e334b439a776c42e6bd7eed011e32126a887a7d08c065ee3c0","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:37:58.184000Z"},{"lens":"manifund-goals","axis_key":"importance-for-field-building","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is building a healthy research field: talent pipelines, institutions, and community infrastructure","axis_prompt_hash":"2993e09eef14907304d70460fc85c1a445370acee35d822fe613382fe81aed66","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:38:21.422000Z"},{"lens":"manifund-goals","axis_key":"importance-for-hits-based-leverage","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is hits-based giving: accepting many failures to find rare outsized wins","axis_prompt_hash":"140ba00b7e799d948888321f18b700024a4df9da3a4e0f2288b1e1aa3b9eaa85","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:38:01.178000Z"},{"lens":"manifund-goals","axis_key":"importance-for-nearterm-welfare","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is maximizing near-term, measurable improvements in welfare","axis_prompt_hash":"caee2fc5cc0f977cedc8e561050d86b13a3755ec037c21a8067763d7a7732ecb","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:37:56.230000Z"},{"lens":"manifund-goals","axis_key":"importance-for-xrisk-longtermist","axis_prompt":"importance of this evaluation criterion to a grantmaker whose aim is reducing existential risk to humanitys's long-term future","axis_prompt_hash":"88d08d161d9a5f67d15f44dc89598993a978c479f7e0e25d2cd8bec449c83380","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-20T03:37:56.196000Z"},{"lens":"manifund-proposals","axis_key":"novel-world-expanding-hit#a","axis_prompt":"Novel world-expanding hit: the proposal aims at something genuinely new — if it succeeds, the world contains a capability, institution, or piece of knowledge it simply did not have before, rather than more of an existing kind.","axis_prompt_hash":"d653c7053920cd9a29e735e43b1634824da9b3ab677239ef1b69ba7ad3040118","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:21.956000Z"},{"lens":"manifund-proposals","axis_key":"novel-world-expanding-hit#b","axis_prompt":"Estimate the expansion this proposal buys if funded and successful: how much does it enlarge what humanity can do, know, or coordinate on, beyond scaling an approach that already exists elsewhere?","axis_prompt_hash":"e507f4b7da7a0d6f9ad1aac34157a1da3c77eecb22352d62da32ad084c5c059f","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:21.960000Z"},{"lens":"manifund-proposals","axis_key":"novel-world-expanding-hit#c","axis_prompt":"If this proposal were never funded, would the thing it builds plausibly not exist for years — or would a near-substitute arrive anyway from adjacent teams and ordinary momentum? Score high only where the counterfactual gap is real.","axis_prompt_hash":"912c2e1d73558d114750337476e6620e6fcd5d11bd4407a26bd962905efb8f12","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:21.872000Z"},{"lens":"manifund-proposals","axis_key":"novel-world-expanding-hit#d","axis_prompt":"Audit for counterfeit novelty in the proposal: an established intervention rebranded, novelty claimed in the framing but absent from the actual plan of work, or \\'first ever\\' claims that ignore existing efforts. Genuine new territory scores high.","axis_prompt_hash":"c65d6fe6b9df8d43da4576b57c0ba29a1970945ac24e357aca2c73d36452053b","prompt_variants":1,"entity_count":20,"last_scored_at":"2026-09-06T12:56:21.982000Z"},{"lens":"openpriors-selfcheck","axis_key":"self-containedness","axis_prompt":"the self-containedness and understandability of a piece of text: how fully it can be understood on its own, without outside context the reader does not have","axis_prompt_hash":"199209512d2e63a44fed2eae857bfff4a7c44446aeac81e34003350700258f03","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-08-10T15:16:38.431000Z"},{"lens":"query-board","axis_key":"corpus-reach","axis_prompt":"CORPUS REACH: how much this inquiry answers something only this corpus can answer — it leans on what is rare about the archive (full history, joinable graphs and threads, several venues under one SQL surface, native citation and follow edges, embeddings beside timestamps) rather than on anything a site's own search box, a public API call or a well-known dashboard already gives. The more the result depends on holding the whole corpus as tables, the higher.","axis_prompt_hash":"7f52313b91ed6c5aa83bbb17e07ea45a12ef3378a048d27219ef8ffacb31cc1d","prompt_variants":1,"entity_count":14,"last_scored_at":"2026-09-17T11:11:17.718000Z"},{"lens":"query-board","axis_key":"question-worth-asking","axis_prompt":"QUESTION WORTH ASKING: how much a curious engineer, reading only the plain-words question of this inquiry, wants to know the answer — a question a real person would type, about something that matters or delights, specific enough to have an answer and open enough that the answer is not already known. Judge the question itself, as confirmed by what the rows show it was really about; a grand question whose statement answers a smaller one counts as the smaller one.","axis_prompt_hash":"6ad14ce8cd6ff5037b59d4afbbd14cbe82af362ff0d4ce7cf68daf0aba111460","prompt_variants":1,"entity_count":14,"last_scored_at":"2026-09-17T11:08:48.842000Z"},{"lens":"query-board","axis_key":"surprise","axis_prompt":"SURPRISE: how much the measured rows of this inquiry would make a well-read engineer stop — a result they would not have predicted, a name or number they would repeat to someone, a pattern that contradicts the easy guess. Judge the rows on the card, not the promise of the question or the adjectives of the approach; an expected result, however well made, scores low here.","axis_prompt_hash":"ae1485e02c53f2568fd2417c325a9fbc19c07b886b9186030a61f3edc908a9ef","prompt_variants":1,"entity_count":14,"last_scored_at":"2026-09-17T11:09:10.731000Z"},{"lens":"query-board","axis_key":"the-approach-teaches","axis_prompt":"THE APPROACH TEACHES: how far this inquiry's approach carries a reader who could not have written the statement from the question to being able to write it — it names the relation and the columns that make the move possible, the one trick that does the work, and the traps (denominators, duplicates, what is counted and what is not). Count only teaching that is true of the statement on the card; length, praise of the inquiry, and claims the statement does not carry add nothing.","axis_prompt_hash":"d5fd50871ae2c7304e59461e6ccbd4d00f3d4655a420714db2b188c215834ce4","prompt_variants":1,"entity_count":14,"last_scored_at":"2026-09-17T11:16:47.859000Z"},{"lens":"query-board","axis_key":"weight","axis_prompt":"importance for ranking inquiries on a public board — each a chain of plain-words question, advanced approach, SQL statement and server-measured rows — by how much they would make a curious engineer open the console, without rewarding expensive scans or prose over the statement","axis_prompt_hash":"279e34d54eecc3cb29fa1eebebfc81f9b1ac78161ae41244a8a7c23decb9f6ea","prompt_variants":1,"entity_count":4,"last_scored_at":"2026-09-17T10:57:10.827000Z"},{"lens":"remarkable-agent-outcomes","axis_key":"easy-speedup-gpt5-era#a","axis_prompt":"how strongly this item evidences a large, cheaply-obtained software performance win delivered by a GPT-5-era model","axis_prompt_hash":"60681162ca44f1a6c63c5091d3b5e5a389a243e0ae8b6c070453c424a4faa9f3","prompt_variants":1,"entity_count":21,"last_scored_at":"2026-07-20T05:07:30.086000Z"},{"lens":"remarkable-agent-outcomes","axis_key":"easy-speedup-gpt5-era#b","axis_prompt":"extent to which this shows a modern frontier model producing a dramatic software speedup with little human effort","axis_prompt_hash":"6388847b3c9031ae265e8504b50facdc9eab87dc9e69054e6f0179050f80eeff","prompt_variants":1,"entity_count":21,"last_scored_at":"2026-07-20T05:07:54.080000Z"},{"lens":"remarkable-agent-outcomes","axis_key":"goal-obsession-fidelity#a","axis_prompt":"how vividly this item shows an agent holding itself to a quantitative goal a human would have rounded off or abandoned","axis_prompt_hash":"3fa816729350d51099e60de86fdbbb6119bee594d443591cc05728d6c3928dea","prompt_variants":1,"entity_count":21,"last_scored_at":"2026-07-20T05:17:58.619000Z"},{"lens":"remarkable-agent-outcomes","axis_key":"goal-obsession-fidelity#b","axis_prompt":"extent to which this captures machine perfectionism: refusing to declare success while a measurable target remains unmet","axis_prompt_hash":"3b1da2c26e5dfcad8a50352774d9906ee2638e5b920137067e10ea63b4b292fb","prompt_variants":1,"entity_count":21,"last_scored_at":"2026-07-20T05:18:23.192000Z"},{"lens":"remarkable-agent-outcomes","axis_key":"legacy-rewrite-economics#a","axis_prompt":"how strongly this item suggests whole classes of legacy software libraries are now economically worth rewriting with AI 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