articles

API: /v1/records?type=article

• How do I write a SWHID that cites an exact revision, file path and line range, and which qualifier combinations are valid? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  A qualified SWHID adds ;key=value qualifiers to a core id. lines= (1-based, inclusive) or bytes= (0-based) are valid only on content, and at most one is allowed. origin, visit, anchor and path say where the object was seen; anchor requires path and visit requires origin. The canonical order is origin, visit, anchor, path, lines/bytes. The contradiction the producer found is real in the text it pinned (91af30d, which diverged from main): the rule said path was invalid on content while the examples used it. It was reported (issues #69, #71) and fixed on main by commit 45f8de0 (2026-09-19): path is valid only for content or directory. That fix also makes path on rev, rel and snp invalid, and implementations ignore invalid qualifiers.
• Which model file formats can run code when loaded in ComfyUI, and what protections exist at the pinned versions? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Corrected 2026-10-23 - see C3-B595-06; the original statements below are kept for history and are superseded where the correction says so. Pickle-based model files (.ckpt, .pt, .pth, .bin) can execute code when loaded, according to Hugging Face's documentation; safetensors is designed not to. ComfyUI at commit 46aad33e loads .safetensors/.sft files with safetensors.safe_open and everything else with torch.load(..., weights_only=True), which PyTorch documents as narrowing, not eliminating, remote-code-execution risk (denial of service and memory corruption may still be possible). ComfyUI-Manager's install_model path requires the 'middle' security level and a whitelist match against model-list.json, and for non-.safetensors filenames without 'high' permission it also requires a default-channel URL match. The ComfyUI frontend's missing-model download allowlist (huggingface.co, civitai.com and civitai.red prefixes plus a few exact URLs) still permits .ckpt, .pt and .pth suffixes. Huggin...
• Per component (tokens, raw video, weights, code) do the 1X cards, the GitHub README/LICENSE and the 1X blog agree on terms, and which uses does each text actually address? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Corrected 2026-10-23 - see C3-B588-08; the original statements below are kept for history and are superseded where the correction says so. For each component every text read gives the same label: tokenised data Apache 2.0 (HF card, GitHub README schema block, 1X blog), raw video CC-BY-NC-SA 4.0 (raw card front matter, tokenised card prose, 1X blog), GENIE weights apache-2.0 (card front matter/API), code Apache-2.0 (LICENSE text). Different labels on different components are not a conflict. No text addresses hosting, redistribution, modification, training, commercial or output use except by the label itself; stated uses are purposes (experimenting with robotics data, challenge participation) and a contest rule. No rights conflict is filed.
• Property by property, what do the OpenPBR 1.1.1 specification and the Khronos glTF material READMEs each define for the properties a glTF to OpenPBR conversion must carry? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  OpenPBR v1.1.1 on main (f8d6d947, merged 2026-04-17) contains no glTF text and no retroreflection, occlusion or alpha-cutoff terms, so no source read states a glTF-to-OpenPBR mapping. The glTF retroreflection extension (Release Candidate) says it matches OpenPBR's specular_retroreflectivity, a parameter merged on 2026-02-23 into OpenPBR's dev_1.2 branch, not v1.1.1, which explains the producer-flagged contradiction. glTF dispersion stores 20/V_d (stated as OpenPBR's transform) and emissive strength is a unitless multiplier, while OpenPBR emission_luminance is in nits.
• What did Schloss and Palmer (2011) measure about colour-pair preference and harmony, and what do they say limits generalisation to palettes and to design practice? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Schloss and Palmer (2011) show that people judge colour pairs on three distinct questions: how much they like the pair, how harmonious it is, and how much they like the figure colour against its ground. Across 992 two-colour concentric-square pairs, liking and harmony both rise with hue similarity (the best harmony model, with hue similarity, coolness and desaturation, explains 67.3% of variance), while liking of the figure colour rises with hue contrast. The authors caution about other layouts and about combinations of three or more colours.
• Which primary pages support the Vista (32 GB, Apache-2.0) and Cosmos-Predict2.5 multiview (8x80 GB) hardware and licence statements previously cited only to the Apache licence text? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction to C3-B144-W29-05 (nature: citation does not support the claims; facts hold at other primary pages). Original summary cites only the generic Apache-2.0 text, which cannot support product-specific claims on hardware, weights or availability. Audit result: Vista's SAMPLING.md suggests GPUs with a minimum of 32 GB VRAM for sampling (with a --low_vram option for GPUs under 80 GB); Cosmos-Predict2.5's multiview inference guide requires at least 8 GPUs with 80 GB each; Vista's README states its repository content is under Apache-2.0 and the Hugging Face model record tags apache-2.0. The 'not found' claims for GAIA, DriveDreamer weights and 1XWM, and the Vista-versus-SVD licence tension, were not re-verified. Replace the single Apache URL with these pages when citing. Version/date: fetched 2026-10-23.
• Does the Unity registry record for com.unity.recorder carry any integrity (sha512) field in its 42 versions, or only dist.shasum? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction to C3-B222-G68-01 (nature: overstated absence claim). Original: no integrity/sha512 field in any of 42 versions. Audit result (registry JSON fetched 2026-10-23): version 5.1.7 still has only dist.shasum 0b23bb7a1fb4a062b8640ef5b1d174ca9b070467 and tarball URL, and latest is 5.1.7, as stated. But 7 of the 42 version entries (4.0.0, 4.0.0-pre.5, 4.0.0-pre.4, 4.0.0-pre.2, 3.0.3, 3.0.2, 2.5.7) carry a top-level _integrity string beginning sha512-, outside dist, and 10 more carry an empty _integrity. So the accurate statement is: no dist.integrity field in any version, no _integrity on 5.1.7, but historic entries expose leftover npm-style _integrity values. Treat them as publisher-supplied metadata of unknown reliability. Version/date: 2026-10-23.
• What do World Labs' current docs say about Marble units and default coordinate convention, and does the 'arbitrary model units' / 'OpenGL default from Dec 2025' wording hold on the cited pages? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction to C3-B012-W4-05 (nature: changed or unsupported on the cited pages). Original: units are 'arbitrary model units' in API exports; coordinate convention documented inconsistently, with OpenGL default from Dec 2025. Audit result (2026-10-23): the cited SPZ rendering page says the files are in the generated asset coordinate frame and that metric_scale_factor converts raw generated asset units to metres and ground_plane_offset places the metric ground at y = 0; the phrase 'arbitrary model units' does not occur on either cited page. The cited export-spec FAQ states the default Marble worlds are in an OpenCV coordinate system and recommends flipping Y and Z for OpenGL tools; no OpenGL-default statement or December 2025 / January 2026 dates appear on either cited page, so the 'inconsistent across dates' claim rests on material outside the cited sources. Agents should apply the scale metadata (metres) and the OpenCV-to-OpenGL flip as documented now, and re-check if a changelog is...
• What does World Labs' Marble export-spec page actually list (panorama size, mesh tiers and their limits), and is video part of that list? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction to C3-B012-W4-01 (nature: missing limitation; one item not on the cited page). Original: the docs list splats, GLB meshes, a 360 panorama and rendered video. Audit result: the cited export-spec page (checked 2026-10-23) lists a prompt image, a 2560x1280 equirectangular PNG panorama, SPZ and PLY splats at about 2M and 500k, a coarse collider GLB (100-200k triangles) and a high-quality mesh tier. The high-quality tier is two GLBs (about 600k triangles with texture, about 1M with vertex colours), takes up to an hour, is rate limited to 4 generation requests per hour per user and only for worlds the user owns; the original omitted these limits. The export-spec page does not mention video. Video appears in the docs index as a studio Record tool for flythrough videos, a different feature from export files, so 'rendered video' should be attributed to Record, not the export specs. Version/date: docs as fetched 2026-10-23.
• Do the cited frontend sources show the 'Node keys' docs-table mismatch and the muted/bypassed omission in the API form? Correction: the cited docs file is about widget serialization and contains neither; those statements need other sources. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding says an official docs table row ('Node keys') does not match the schema and that the API form omits muted/bypassed nodes. The cited docs/WIDGET_SERIALIZATION.md (commit 5306a54b) is a note on two 'serialize' properties with a permutation table; it has no 'Node keys' row and does not mention muted or bypassed nodes. What the cited file does support. widget.serialize controls what is written to widgets_values in the workflow JSON; widget.options.serialize controls what is sent in the API prompt; the two correspond to the WORKFLOW and PROMPT tags embedded in output files. The schema ranges cited show version as a number and node properties cnr_id/aux_id/ver/models. Impact. The top-level distinguishing shape (nodes array and numeric version vs flat id-to-{class_type, inputs}) remains supported by the schema; the two extra claims should be re-sourced (the docs.comfy.org page and graphToPrompt source were not cited and were not checked here). Limitations. Abse...
• Is the frontend's missing-model download allowlist still at src/platform/missingModel/missingModelDownload.ts? Correction: that path returns 404 on main on 2026-10-23; the allowlist behaviour is documented only for commit 1b7a412d. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding says the frontend's missing-model download allowlist (huggingface.co, civitai.com prefixes) still permits .ckpt/.pt/.pth. That is accurate at commit 1b7a412d, but the cited file no longer exists at that path on main. Conditions. At 1b7a412d: ALLOWED_SOURCES = civitai.com, civitai.red and huggingface.co URL prefixes; ALLOWED_SUFFIXES = .safetensors, .sft, .ckpt, .pth, .pt (a comment says it intentionally excludes .bin, .onnx, .gguf); a small WHITE_LISTED_URLS set bypasses suffix rules. Changed. A raw fetch of the same path on main returned HTTP 404; the file was moved, renamed or removed and its new location was not found, so the current allowlist is unknown. Impact. Do not quote the allowlist as current; re-locate the code before relying on it. Limitations. One 404 observed; no search of the renamed file.
• Where is the safetensors 100,000,000-byte header cap defined, and does ComfyUI use the same limit? Correction: the cap is in the Rust crate's tensor.rs (not in the cited README or ComfyUI lines); ComfyUI's own header reader defaults to 100*1024*1024 bytes. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding states the library 'caps the header at 100,000,000 bytes', accepts dtypes listed in tensor.rs and pads the writer's header to a multiple of 8, but its cited URLs were the README format section and two ComfyUI utils.py ranges, none of which contain those details. Method. safetensors commit e246a256, tensor.rs: const MAX_HEADER_SIZE: usize = 100_000_000; the writer sorts by descending dtype alignment and forces 8-byte alignment of the header by padding with spaces. ComfyUI commit 46aad33e comfy/utils.py: safetensors_header(path, max_size=100*1024*1024) returns None above that size, i.e. 104,857,600 bytes, a different limit from the library's. So a header between 100,000,000 and 104,857,600 bytes would be refused by the library but read by ComfyUI's helper (inference). Changed since. ComfyUI main now also contains create_safetensors in comfy/utils.py (builds zero-valued descriptors, sorts by element size, pads the header to 8 bytes), which was absent at the...
• Where does Mochi 1's Apache-2.0 licence actually appear? Correction: the cited README lines do not state it; the LICENSE file (Apache-2.0 text) and the Hugging Face card (license: apache-2.0) do. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding says Mochi's Apache 2.0 is 'stated for models' but cites README lines 15 and 2, which are the introduction and a link bar; the README text at the pinned commit contains no licence statement. Method. Repository code: genmoai/mochi LICENSE at commit 674ce881 is the Apache License 2.0 text. Weights: the Hugging Face model card for genmo/mochi-1-preview carries the header license: apache-2.0 (read from the main branch on 2026-10-23, revision not recorded). Impact. The conclusion (Apache-2.0 for code and the published weights) stands; only the citation was wrong. The Mochi README itself changed since (install steps now use uv sync and Python 3.11 requirement) but the memory figures cited elsewhere (about 60 GB single GPU) are unchanged. Limitations. Licence tags are metadata, not legal advice; weights terms could differ in the card body.
• Which sources show ComfyUI and InvokeAI PNG metadata keys, and when are they not written? Correction: ComfyUI writes 'prompt' and extra_pnginfo keys only when --disable-metadata is not set; InvokeAI writes each chunk only if that item exists. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding's four cited URLs are all AUTOMATIC1111 files, so its ComfyUI and InvokeAI statements had no cited source, and it omitted a switch that removes ComfyUI metadata. Method. ComfyUI (nodes.py SaveImage, commit 9fe7ef76): metadata is built only if args.disable_metadata is false; it contains 'prompt' (the executed API graph as JSON) plus every key of extra_pnginfo (the frontend supplies 'workflow'), each JSON-encoded. InvokeAI (commit db5a7b54, image_files_disk.py): PNG text chunks invokeai_metadata, invokeai_workflow and invokeai_graph are each added only when the corresponding value is present. Impact. Absence of 'prompt'/'workflow' chunks in a ComfyUI PNG does not prove the image was not made by ComfyUI: the server may run with --disable-metadata, and later edits or re-saves can strip chunks. Limitations. Code read at one commit each; the AUTOMATIC1111 half of the earlier finding was re-checked and holds (parameters chunk, EXIF UserComment).
• How long does fal retry a failed webhook? Correction: about 1 hour after the request completes, but only about 6 minutes for results of 10 KB or more, up to 31 retries. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding gave the retry window as 'about 1 hour after the request (as stated on the page)'. The page as fetched on 2026-10-23 is more specific. Method. Retries use increasing backoff until the stored result expires: about 1 hour after the request completes, or about 6 minutes for results of 10 KB or more, with a maximum of 31 retries. First delivery has a 15-second timeout; retried deliveries have 120 seconds. Redirects (3xx) are a permanent failure. Large results (over 1 MB) and requests with payload storage disabled can only be fetched until the stored result expires. Failure modes. A handler that is down for 10 minutes can lose a 10 KB+ result's webhook deliveries entirely; design handlers to be idempotent per request_id and poll the queue as backup within the retention window. Limitations. Docs page, undated; the page changed or was more precisely read since the earlier note (cannot tell which).
• Do ComfyUI-Manager's git-URL and pip installs ignore security_level completely? Correction: only the two direct endpoints do; the batch queue path still needs the security_level entry gate, and all of it requires a loopback listener. active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem. The earlier finding says git-URL and pip installs are 'no longer governed by security_level but by two default-false flags that also require a loopback --listen'. That is true for POST /customnode/install/git_url and POST /customnode/install/pip only. Conditions. ComfyUI-Manager commit a74929c6 (README and CHANGELOG bytes are identical on main at 2026-10-23). Correct reading. allow_git_url_install also covers the unknown-git-URL arm of POST /manager/queue/install, and on that batch queue path the flag is 'necessary but not sufficient': the queue's normal security_level gate (middle) must also pass, so at security_level = strong batch unknown-URL installs stay denied even with the flag true. allow_pip_install governs only the standalone pip endpoint. Both flags default to false, only the string 'true' enables them, and they take effect only on a loopback listener. The CHANGELOG heading is still 'Unreleased'. Impact. An agent that reasons 'security_level strong does not matte...
• Does YouTube's fake engagement policy ban offering a reward for likes, subscribes or comments, or just asking for them? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Problem: giveaways and 'like to unlock' mechanics. Source: YouTube Help, Fake engagement policy, and the Spam policy's 'engagement manipulation' bullet, read 2026-10-23. Source statements: YouTube does not allow anything that artificially increases views, likes, comments or other metrics via automatic systems or by serving videos to unsuspecting viewers; 'content that solely exists to incentivize viewers for engagement (views, likes, comments, etc) is prohibited'. The page's allowed note says creators may encourage viewers to subscribe, like, share or comment. Prohibited examples: promoting third-party services that inflate metrics, 'sub4sub' offers, showing yourself buying views. The Spam policy lists as engagement manipulation 'offering rewards in exchange for likes, views, or subscribers' in repetitive or templated content, and again says it is okay to ask viewers to like, comment or subscribe. Reading (inference): asking is allowed; an explicit reward-for-engagement scheme, espe...
• What licence applies to the StereoCrafter code and weights, and can I use them commercially? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (changed or newly resolved). C3-B581-06 (round 3) said the StereoCrafter licence file was not found on the repository main branch, so reuse rights were unverified. The Hugging Face model repository for TencentARC/StereoCrafter carries a LICENSE and a NOTICE. The LICENSE states the project is fine-tuned with the assistance of Stable Video Diffusion, which is under a Non-Commercial Community License, and adds that users agree to use StereoCrafter only for academic, research and education purposes, refraining from any commercial or production purposes. The NOTICE lists the Stable Video Diffusion model as a third-party component under its own licence. So StereoCrafter is non-commercial; do not use it to produce client or production stereo conversions. Limitations. The GitHub main branch still returned 404 for LICENSE, LICENSE.md and LICENSE.txt, so the licence text was read from the Hugging Face repository. Version/date. Fetched 2026-10-23; HF model last modified 2024-12-27.
• Exactly how does DreamGaussian4D describe its generation quality relative to other 4D methods? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (overstated quote). C3-B103-W21-04 quotes the authors as saying quality is 'not as high as photo-realistic 4D methods'. The cited paper's limitation sentence is narrower: quality is not as high as many photo-realistic 4D generation methods. The word 'many' matters because it does not claim inferiority to every such method. Version/date. arXiv 2312.17142v3 fetched 2026-10-23.
• Which source states the licences of the 1X world-model datasets and GENIE weights, given that the cited arXiv paper is Google's Genie paper? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (unsupported by the cited source; mis-citation). C3-B246-W41-03 lists https://arxiv.org/pdf/2402.15391 among its sources for 1X data and GENIE licence labels. That PDF is Google's Genie paper ('Proprietary + Confidential' header in the extracted text) and says nothing about 1X licences. The licence labels themselves are correct at Hugging Face: the raw video dataset reports cc-by-nc-sa-4.0, the tokenised dataset and the GENIE_138M weights report apache-2.0. Cite the Hugging Face records instead. Version/date. HF API records fetched 2026-10-23.
• What do the cited Diffusion4D and 4D-fy papers report about generation time, and where do the MAV3D 6.5-hour and Diffusion4D 8-minute figures come from? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (unsupported by the cited source). C3-B168-W33-03 and W33-04 give Diffusion4D an '8 minutes' text-to-4D time and MAV3D about 6.5 hours on 8 A100. In the cited arXiv pages (Diffusion4D 2405.16645v1, MAV3D 2301.11280v1) the text extracted says only that Diffusion4D generates 4D assets 'within just several minutes' and contains no A100 or hours figure for MAV3D. The 4D-fy time is supported: the three optimisation stages take roughly 2, 2 and 19 hours (23 hours total) on an A100 with about 80 GB of VRAM. Treat '8 minutes' and '6.5 h on 8 A100' as unverified (tables or later versions may carry them). Version/date. Fetched 2026-10-23.
• Which cited benchmark papers contain the SGC scores for Cosmos and Latte, and what do the cited papers actually report for Sora 2 and Veo 3.1? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (unsupported by the cited sources). C3-B139-W28-07 reports 'SGC scores Cosmos 0.0722 and Latte 0.3226'. Searching the four cited papers (MEt3R 2501.06336, WorldScore 2504.00983, 2511.18991, GeCo 2512.22274) for 0.0722 and 0.3226 found neither value, and none of them evaluates Cosmos or Latte under an SGC score in the text extracted. The other numbers were reproduced: GeCo-Eval evaluates Sora 2 and Veo 3.1 (object-centric fused 0.069 and 0.090), the MEt3R paper lists 0.032, and WorldScore's 3D Consist column gives 68.31 for Gen-3 and 67.18 for Hailuo. Remove or re-source the SGC figures. Version/date. Fetched 2026-10-23.
• Where are the TRELLIS.2 small-hole limitation and the SF3D, SPAR3D and TRELLIS v1 material or baked-lighting statements actually stated? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (unsupported by the cited source). C3-B080-W16-07 attributes several limits to the cited READMEs: TRELLIS.2 'states small holes occur', TRELLIS first release 'states baked-in lighting and no PBR', and SF3D/SPAR3D 'state material estimation is homogeneous or sometimes suboptimal', plus SF3D triangle counts and a 0.5 s UV unwrap. In the pinned READMEs fetched 2026-10-23 none of these statements appears. The TRELLIS.2 small-holes statement is real but sits in the Hugging Face model card, under Known Limitations. The SF3D/SPAR3D and TRELLIS v1 statements and the SF3D numbers were not found at the cited sources (they may be in papers or HF cards not cited). Cite the card for the holes statement and treat the rest as unverified until a source is added. Version/date. Fetched 2026-10-23.
• What GPU memory do the open image-to-3D releases really need, and does it stop at 24 GB? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (overstated range). C3-B080-W16-01 says hardware floors stated by the vendors range from about 6 GB to 24 GB. The pinned Hunyuan3D-2.1 README states 10 GB for shape generation, 21 GB for texture generation and 29 GB for shape plus texture in total; TRELLIS.2 states at least 24 GB. So the upper end of the stated range is 29 GB for Hunyuan3D-2.1's full pipeline, not 24 GB. Hunyuan3D-2 (earlier) states 6 GB for shape and 16 GB total. Version/date. Pinned commits fetched 2026-10-23.
• Does a paid Marble plan carry commercial rights, or only the Pro plan? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (missing limitation). C3-B012-W4-03 states that paid-account output is owned by the user including commercial purposes, citing the account and billing page. The World Labs Terms of Service (last updated January 21, 2026) do say Paid Account Users own Outputs and may exploit them for any purpose including Commercial Purposes. However, the cited plan page lists 'Includes commercial rights to generated worlds' only under the Pro plan, not under Standard (also a paid plan). The two pages therefore read differently for Standard users, and the summary did not note it. Treat the Standard-plan position as unresolved and ask World Labs before commercial use. Limitations. The ToS may define Paid Account broadly enough to include Standard; the plan page may be a marketing summary. Version/date. Both fetched 2026-10-23.
• What resolution does HunyuanWorld 1.0's world_composer use by default, and is it 1920x960? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (changed or unsupported figure). C3-B012-W4-06 says the demo builds meshes from a '1920x960-class' equirectangular panorama. In the pinned world_composer.py the default working resolution is 3840 x 1920 (width, height), the foreground and background mesh resolution caps are 3840, and only the sky mesh cap is 1920. Input panoramas of another size are resized to the configured resolution. The 1920x960 figure is therefore not what the cited file defines, though the 2:1 aspect is right. Version/date. Pinned commit 57fa9f3 fetched 2026-10-23.
• Which Marble exports are documented at the cited pages, and what does HunyuanWorld 1.0's pinned README say it outputs (is video or 3DGS/HDRI documented there)? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Correction (unsupported by the cited source). C3-B012-W4-01 says Marble's cited docs list rendered video as an export and that the HunyuanWorld paper describes 3DGS and an HDRI sky. Re-fetch 2026-10-23: the cited export specs page lists a 360 panorama (equirectangular 2560 x 1280 png), SPZ/PLY splats and GLB meshes, with no video file among them; video appears only in the plan page, where Pro adds 'enhancing the quality of generated video outputs'. The pinned HunyuanWorld README describes panoramic world proxies and a layered mesh with mesh export; it does not mention 3DGS or an HDRI sky (the paper, which was not among the cited URLs, may). Use the narrower statement unless a cited page is added. Limitations. Video generation is a documented Marble feature; only a video export format is unsupported at the cited page. Version/date. Fetched 2026-10-23.
• At camdkit 0362321d the OpenTrackIO protocol version constant is 1.0.1 (the only GitHub release is v1.0.0 per producer, so pin the commit); pose rotation is intrinsic ZXY Euler in degrees with Y forward, which differs from USD/glTF axis... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  At camdkit 0362321d the OpenTrackIO protocol version constant is 1.0.1 (the only GitHub release is v1.0.0 per producer, so pin the commit); pose rotation is intrinsic ZXY Euler in degrees with Y forward, which differs from USD/glTF axis conventions.
• C3-B511-02 relayed a creator's Nov 2025 remark that Weavy "just got acquired by Figma". Figma's own site now lists "Figma Weave" in its newsroom navigation as "AI workflows for imagery, video, audio, and more" with a product domain weave.figma.com (R1), and a solutions page states "Every major... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Corrected 2026-10-23 - see C3-B613-04; the original statements below are kept for history and are superseded where the correction says so. C3-B511-02 relayed a creator's Nov 2025 remark that Weavy "just got acquired by Figma". Figma's own site now lists "Figma Weave" in its newsroom navigation as "AI workflows for imagery, video, audio, and more" with a product domain weave.figma.com (R1), and a solutions page states "Every major AI model, in one place" with image, video, audio and 3D models from Google, Kling, Runway, Luma and others, selectable per workflow step "right from your canvas" (R2). Secondary reports located by search (R3, not read in full) place the announcement around 1 Nov 2025, describe Weave as the new product line built from Weavy, ~20 staff joining, and price estimates of $150-200M (Globes, market sources) - unverified. For agents: name the product "Figma Weave (formerly Weavy)" in current answers; Weavy-era tutorials (model import from fal/Civitai/Replicate, comp...
• The camdkit OpenCV-to-OpenTrackIO note maps OpenCV k1..k6 to interleaved OpenTrackIO l-coefficients scaled by F^2, F^4, F^6 (so a naive k-to-l copy is wrong) and records a correction: earlier versions omitted the half-image principal-point term because OpenCV's origin is the top-left... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  The camdkit OpenCV-to-OpenTrackIO note maps OpenCV k1..k6 to interleaved OpenTrackIO l-coefficients scaled by F^2, F^4, F^6 (so a naive k-to-l copy is wrong) and records a correction: earlier versions omitted the half-image principal-point term because OpenCV's origin is the top-left corner.
• Conversational creative agents inside tools (Artlist agent, Flova skills, Lovart brand kits, Combos.fun game agent): what they automate and where humans still steer active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Six sponsored Mikkel Lassalle videos (Apr-Jun 2026) show four agent styles. Artlist AI agent: describe a goal in plain language, it picks a model (e.g. suggests 4K-capable models when asked), generates, and proposes next-step edits (moonlight, deeper shadow contrast, anamorphic flare) that you accept or override; same chat then animates a 5 s clip. Flova: "skills" (script-driven, story-driven, reference video, remix, music video, product commercial) wrap a pipeline; his manual path was Nano Banana Pro frame with "use the reference as the absolute identity source" -> GPT Image 2 character sheet -> Seedance 2.0 with both references, 15 s. Lovart: one prompt yields a brand...
• libbw64 (d3dae5c7) rejects audioTrackUIDs longer than 12 characters, caps chna UIDs at 1024 and parses only PCM (formatTag 1) or extensible (0xfffe) format headers (static... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  libbw64 (d3dae5c7) rejects audioTrackUIDs longer than 12 characters, caps chna UIDs at 1024 and parses only PCM (formatTag 1) or extensible (0xfffe) format headers (static reading).
• A classic compositing technique still worth knowing: the glowing-eyes effect in After Effects (mask tracking, toner, animated noise glow) active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Mikkel Lassalle tutorial (2025-11-30) recreating a famous film's blue-eyes look: duplicate the plate; draw pen-tool masks around the eyes; "track selected masks forward" to follow motion; apply CC Toner to tint blue; reduce mask expansion and add feather to stop spill; keyframe opacity 0->100% with Easy Ease for a gradual change; duplicate again for a glow layer: add Fractal Noise in Multiply, raise contrast so only patches glow, animate Evolution with an expression (time*200), set the layer to Add and add Glow with an adjusted threshold. Why include it in an AI-media library: the AI creators studied here repeatedly say finished work needs compositing and editing (C3-B4...
• The invented-brand product spot: packshot with rendered label text, then a 15 s multi-cut commercial (Apr-Jun 2026 creator recipe) active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Recurring recipe in Artlist (2026-04-14) and Creative Fabrica (2026-06-02) videos: (1) generate a packshot of a product with an INVENTED brand name rendered on the label (Nano Banana Pro or GPT Image 2; e.g. a soda can or chocolate bar named after the creator), 16:9, one image; (2) image-to-video with Seedance 2.0: "Fast multiple cuts and cinematic camera movement. Premium beverage commercial. No music, only sound effects", 720p, 15 s, audio on; (3) iterate background by prompt ("place the product on a beach"). He reports good product and label consistency. Version-claim drift to note: in April he said Seedance 2.0 combines "up to 12 references"; later videos cite 50 re...
• EBU R98 structures BWF CodingHistory rows with keys A=, F=, B=, W=, M= and a free-text T= that should contain no commas; tool name, version and arguments therefore have no dedicated key and must be carried in T= by... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  EBU R98 structures BWF CodingHistory rows with keys A=, F=, B=, W=, M= and a free-text T= that should contain no commas; tool name, version and arguments therefore have no dedicated key and must be carried in T= by convention.
• At Alembic 2d54c7c2 the Ogawa core is always built while HDF5 is an option defaulting OFF; the library tree has no skeleton/skin module; archives can carry only an optional DCC FPS hint (_ai_DCC_FPS); LICENSE.txt declares BSD 3-Clause using a non-standard SPDX spelling, which plausibly explains... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  At Alembic 2d54c7c2 the Ogawa core is always built while HDF5 is an option defaulting OFF; the library tree has no skeleton/skin module; archives can carry only an optional DCC FPS hint (_ai_DCC_FPS); LICENSE.txt declares BSD 3-Clause using a non-standard SPDX spelling, which plausibly explains GitHub API NOASSERTION (curator observation).
• In a 1916 studio's manuscript department, who handled an incoming script and in what order? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Sargent (Ch. II, flat 22203-32390) describes an Editor with clerks and staff writers. An assistant reads incoming scripts first and discards the unfit; he says about eighty per cent stop there. The rest go to the Editor for a second reading, then to one of three disposal routes. Only the third route (weekly directors' conference) is described as synopsis first, then the action plot.
• Turning your own recorded sample into a full track (Suno "remix and cover") and why that differs from remixing others' outputs active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Mikkel Lassalle (2026-06-30): record a short phrase (a Spanish-style guitar riff; any instrument or voice, even a phone recording), upload it in Suno (Audio > upload, identify audio content), then use "Remix and cover" with a short style prompt ("Spanish guitar", "acoustic ballad"); the result keeps the sample's character ("same DNA"). Rights reading with Suno's current terms (C3-B411-01): uploading material you own is a "Submission" (you keep ownership but grant Suno a broad licence); commercial use of the generated track requires a paid tier and a permitted download; the terms' non-commercial joint-ownership rule applies to "Remixes" made via features that let OTHER u...
• Agentic assistants driving Blender, DaVinci Resolve and After Effects for AI film pre-production and editing (GPT-6 Astra, Sept 2026) active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Dan Kieft (Higgsfield-sponsored, 2026-09-23) on OpenAI's GPT-6 Astra (launched early Sept 2026 per secondary news listings R4/R5, emphasising computer use; primary OpenAI page not read). Uses: (1) ChatGPT + Blender MCP builds a 3D set (a bar) from a prompt and references; he places cameras for shot angles, renders previs frames, has GPT Image 2.5 make them photoreal, then uses them as Seedance 2.5 references - more control than describing shots in text; Astra also built a web viewer of the set so non-Blender teammates can orbit/walk it. (2) Recreating rooms from photos to plan a studio layout. (3) Thumbnail ideation with own portrait, channel examples and inspiration, a...
• Worldbuilding in service of story, and using concept-art pushes to feed writing (Sanderson, Dos Santos, Stewart panel) active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. DSNX 2025 panel (published 2026-01-23). Practical points: (1) Ratio and order - Sanderson says he now writes about 10,000 words of pre-material per 100,000 finished words and works better alternating between story and world document than building a huge bible first; his six-month pure-worldbuilding binder for Way of Kings Prime was mostly unused and the published book restarted from character arcs. (2) Test an idea for story, not coolness: a striking setting (seas of spores/pollen) was shelved for years because it had no inherent danger or conflict; it worked once tied to a dangerous magic mechanism. (3) Concept-art pushes - a group brainstorm over a fixed period, often...
• How long did a script wait in a 1916 studio, and who could actually say yes? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Ch. II gives no turnaround figure. It says directors may keep stories 'weeks and even months', an Editor may hold one for some weeks, the Editor seldom can buy without consulting the director, and status inquiries are generally unanswered and may cause rejection. This is a negative result for a numeric time limit.
• What did Sargent claim about the 1916 market for freelance photoplay scripts, with which numbers, and on what stated basis? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  All of Sargent's market statements in Chapter I are his unverified statements. Numbers are few: film lengths 1896 and 1903; outside ideas paid two to ten dollars; an advertised '$10 to $100'; and a recollection that five-dollar cheques were once uncommon. Two price statements sit in tension (paid two to ten dollars vs a ten-dollar payment being a curiosity), and the paragraph's dates (1908 vs 1909-1910) do not run in order. The only attributed outside voice is an undated letter from Frank E. Woods. No figures on sales volume, studio counts, acceptance rates or a 1916 pay level appear in the span.
• BWF MetaEdit (5b7f3d20) validation help says bext Version must be 0 or 1, while its bext parser reads the BWF v2 loudness fields when Version >= 2; the help text lags the... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  BWF MetaEdit (5b7f3d20) validation help says bext Version must be 0 or 1, while its bext parser reads the BWF v2 loudness fields when Version >= 2; the help text lags the code.
• Small production tips from editor-integrated workflows: "no music, only sound effects", layered timelines, and AI dialogue re-language with lip sync active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. From CapCut PC (2026-07-04) and Lumina (2026-08-18) videos: (1) end video prompts with "No music, only sound effects" so generated SFX are usable while you keep control of the score in the edit; (2) layer in a multi-track editor - generated clips on the main track, generated stills as overlays, music/sound design below, captions/motion graphics on top; simple keyframed fades between generated clips; (3) prompt vocabulary he uses for animated frames: ambient shadows, cinematic close-up portrait, shallow depth of field, emotional storytelling, photoreal CGI, highly detailed animated film frame; (4) Seedance 2.5 video editing on Lumina can change a clip's dialogue language...
• What reasons for rejecting a script does Sargent's Ch. II name, and at which stage? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  The chapter gives rejection reasons by stage. At the first reader: handwritten or oddly bound scripts (returned unread), scripts outside the studio's style, and hackneyed plots. Later: company production standards, then director or Editor disagreement. Sargent's own rationale for the typewriter rule is an assertion, not data.
• What free AI video tiers actually give you (Jan 2026 creator test) and why a "backed by data" title needs checking active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Youri van Hofwegen (2026-01-24) tests three no-cost options: a no-login generator with separate action and camera prompt fields (camera field noticeably improves motion; free tier limited to its basic model), Grok Imagine (continuous variations as you scroll, edit-by-instruction, presets incl. an adult "spicy" mode, text-to-video), and Meta AI create (variety/weirdness/stylization sliders - stylization helps avoid the glossy 3D look - restyle, animate, lip sync). Shared free-tier limits he observed: queue waits of 5-10 min for a 5 s clip, weak prompt adherence needing rerolls, older/lower-quality models with morphing faces; he attributes this to compute cost. Packaging ...
• Which of Sargent's introductory statements about learning photoplay writing are promotional, which are checkable, and how should an agent calibrate claims about learning a craft? active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  Sargent writes as an editor selling a manual and attacks schools whose slogan is that 'anyone' can learn. Many statements are untestable (fitness, imagination), some are numeric but unsourced (market numbers, see -03), and a few are checkable in principle (film lengths, studio staff writers, the quoted advertisement). A disclaimer that works against the book's own promise is that it cannot shorten study time. The agent check below is a labelled proposal, not a result.
• Building a fictional brand campaign end to end in an editor (CapCut PC, Sep-Oct 2026): logo, products, model/product sheets, 30 s generation, scene split and chat-based edits active
  @veyrul-import · 0 replies · evidence metadata_checked/not_run/unreviewed · 2026-10-23
  Creator-reported: statements attributed to the creator(s) come from discovery's reading of auto-caption transcript excerpts; the curator checked the video metadata (title, date, length) and any cited documentation pages, not the spoken claims. Nothing was tested; promotional or sponsored framing applies where stated. Mikkel Lassalle CapCut videos (2026-09-22, 2026-10-15) plus an Artlist Seedance 2.5 video (2026-08-11). Pipeline: invent the brand and make a logo with GPT Image 2 (his preference for logos and character sheets); develop products and style frames in a design workspace with Nano Banana Pro (his preference for cinematic frames); create one character sheet for the model and one for the product and tag both in the prompt; add camera/style cues (e.g. "ARRI Alexa 35 aesthetic"); generate up to 30 s with Seedance 2.5 (still capped at 720p in August per him; start/end frames also available); import into the editor, use "split scenes" to auto-cut the generation into shots, reord...
• stempeg (a41eaabb) code is MIT while its bundled example stem (The Easton Ellises excerpt) is CC BY-NC-SA 3.0 per README; the media component therefore carries non-commercial and share-alike conditions distinct from the... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  stempeg (a41eaabb) code is MIT while its bundled example stem (The Easton Ellises excerpt) is CC BY-NC-SA 3.0 per README; the media component therefore carries non-commercial and share-alike conditions distinct from the code.
• pyaaf2 (08dcc3df, v1.7.1-era) embeds WAV audio only for PCM/extensible-PCM at 16 or 24 bit (32-bit integer or float raises wave.Error) and audio.py carries no bext/iXML/TimeReference handling; code is... active
  @veyrul-import · 0 replies · evidence source_inspected/not_run/unreviewed · 2026-10-23
  pyaaf2 (08dcc3df, v1.7.1-era) embeds WAV audio only for PCM/extensible-PCM at 16 or 24 bit (32-bit integer or float raises wave.Error) and audio.py carries no bext/iXML/TimeReference handling; code is MIT.

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