Biomic Color Opaque is liquid used for coloring pre-sintered zirconia restorations. It is used for the internal surface of dental zirconia material prosthesis.
Device Story
Biomic Color Opaque is a liquid coloring agent for pre-sintered zirconia dental restorations. It consists of two components (Type I color component and Type II OP component) mixed in a 1:1 ratio. Dental technicians apply the mixture to the internal surface of zirconia prostheses via immersion or brushing prior to high-temperature sintering. The liquid penetrates the zirconia surface to form a thin shade layer, reducing internal surface permeability. The device is used in dental laboratories by technicians to fabricate custom dental restorations. It does not require clinical operation; the final sintered restoration is placed in the patient's oral cavity. The device provides aesthetic shading and surface modification for dental prostheses.
Clinical Evidence
No clinical data. Bench testing performed per ISO 6872:2015/AMD 1:2018 (appearance, uniformity, flexural strength, chemical solubility, linear expansion). Biocompatibility testing performed per ISO 10993-1:2018 and ISO 7405:2018, including cytotoxicity, sensitization, irritation, systemic toxicity, pyrogenicity, implantation, and genotoxicity (bacterial reverse mutation and TK gene mutation).
Technological Characteristics
Liquid composition: Methylacryloyl propyl trimethoxy silane, deionized water, 1,3-butanediol, ferric chloride, citric acid, cerium nitrate, erbium nitrate, cobaltous nitrate, manganous acetate, aluminum nitrate. Non-sterile. Evaluated per ISO 6872 (dental ceramics) and ISO 10993/7405 (biocompatibility).
Indications for Use
Indicated for coloring pre-sintered zirconia restorations for use on the internal surface of dental zirconia material prostheses in dental patients.
Regulatory Classification
Identification
Porcelain powder for clinical use is a device consisting of a mixture of kaolin, felspar, quartz, or other substances intended for use in the production of artificial teeth in fixed or removable dentures, of jacket crowns, facings, and veneers. The device is used in prosthetic dentistry by heating the powder mixture to a high temperature in an oven to produce a hard prosthesis with a glass-like finish.
{0}
FDA U.S. FOOD & DRUG ADMINISTRATION
May 20, 2025
Aidite (Qinhuangdao) Technology Co., Ltd.
% Boyle Wang
General Manager
Shanghai Truthful Information Technology Co., Ltd.
Room 1801, No. 161 East Lu Jiazui Rd., Pudong
Shanghai, 200120
CHINA
Re: K250534
Trade/Device Name: Biomic Color Opaque
Regulation Number: 21 CFR 872.6660
Regulation Name: Porcelain Powder For Clinical Use
Regulatory Class: Class II
Product Code: EIH
Dated: February 24, 2025
Received: February 24, 2025
Dear Boyle Wang:
We have reviewed your section 510(k) premarket notification of intent to market the device referenced above and have determined the device is substantially equivalent (for the indications for use stated in the enclosure) to legally marketed predicate devices marketed in interstate commerce prior to May 28, 1976, the enactment date of the Medical Device Amendments, or to devices that have been reclassified in accordance with the provisions of the Federal Food, Drug, and Cosmetic Act (the Act) that do not require approval of a premarket approval application (PMA). You may, therefore, market the device, subject to the general controls provisions of the Act. Although this letter refers to your product as a device, please be aware that some cleared products may instead be combination products. The 510(k) Premarket Notification Database available at https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm identifies combination product submissions. The general controls provisions of the Act include requirements for annual registration, listing of devices, good manufacturing practice, labeling, and prohibitions against misbranding and adulteration. Please note: CDRH does not evaluate information related to contract liability warranties. We remind you, however, that device labeling must be truthful and not misleading.
If your device is classified (see above) into either class II (Special Controls) or class III (PMA), it may be subject to additional controls. Existing major regulations affecting your device can be found in the Code of Federal Regulations, Title 21, Parts 800 to 898. In addition, FDA may publish further announcements concerning your device in the Federal Register.
U.S. Food & Drug Administration
10903 New Hampshire Avenue
Silver Spring, MD 20993
www.fda.gov
{1}
K250534 - Boyle Wang
Page 2
Additional information about changes that may require a new premarket notification are provided in the FDA guidance documents entitled "Deciding When to Submit a 510(k) for a Change to an Existing Device" (https://www.fda.gov/media/99812/download) and "Deciding When to Submit a 510(k) for a Software Change to an Existing Device" (https://www.fda.gov/media/99785/download).
Your device is also subject to, among other requirements, the Quality System (QS) regulation (21 CFR Part 820), which includes, but is not limited to, 21 CFR 820.30, Design controls; 21 CFR 820.90, Nonconforming product; and 21 CFR 820.100, Corrective and preventive action. Please note that regardless of whether a change requires premarket review, the QS regulation requires device manufacturers to review and approve changes to device design and production (21 CFR 820.30 and 21 CFR 820.70) and document changes and approvals in the device master record (21 CFR 820.181).
Please be advised that FDA's issuance of a substantial equivalence determination does not mean that FDA has made a determination that your device complies with other requirements of the Act or any Federal statutes and regulations administered by other Federal agencies. You must comply with all the Act's requirements, including, but not limited to: registration and listing (21 CFR Part 807); labeling (21 CFR Part 801); medical device reporting (reporting of medical device-related adverse events) (21 CFR Part 803) for devices or postmarketing safety reporting (21 CFR Part 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reporting-combination-products); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820) for devices or current good manufacturing practices (21 CFR Part 4, Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR Parts 1000-1050.
All medical devices, including Class I and unclassified devices and combination product device constituent parts are required to be in compliance with the final Unique Device Identification System rule ("UDI Rule"). The UDI Rule requires, among other things, that a device bear a unique device identifier (UDI) on its label and package (21 CFR 801.20(a)) unless an exception or alternative applies (21 CFR 801.20(b)) and that the dates on the device label be formatted in accordance with 21 CFR 801.18. The UDI Rule (21 CFR 830.300(a) and 830.320(b)) also requires that certain information be submitted to the Global Unique Device Identification Database (GUDID) (21 CFR Part 830 Subpart E). For additional information on these requirements, please see the UDI System webpage at https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance/unique-device-identification-system-udi-system.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to https://www.fda.gov/medical-devices/medical-device-safety/medical-device-reporting-mdr-how-report-medical-device-problems.
For comprehensive regulatory information about medical devices and radiation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-assistance) and CDRH Learn (https://www.fda.gov/training-and-continuing-education/cdrh-learn). Additionally, you may contact the Division of Industry and Consumer Education (DICE) to ask a question about a specific regulatory topic. See the DICE website (https://www.fda.gov/medical-devices/device-advice-comprehensive-regulatory-
{2}
K250534 - Boyle Wang
Page 3
assistance/contact-us-division-industry-and-consumer-education-dice) for more information or contact DICE by email (DICE@fda.hhs.gov) or phone (1-800-638-2041 or 301-796-7100).
Sincerely,
MICHAEL E. ADJODHA -S
Michael E. Adjodha, MChE, RAC, CQIA
Assistant Director
DHT1B: Division of Dental and ENT Devices
OHT1: Office of Ophthalmic, Anesthesia, Respiratory, ENT, and Dental Devices
Office of Product Evaluation and Quality
Center for Devices and Radiological Health
Enclosure
{3}
FORM FDA 3881 (8/23)
Page 1 of 1
PSC Publishing Services (301) 443-6740
EF
| DEPARTMENT OF HEALTH AND HUMAN SERVICES Food and Drug Administration Indications for Use | Form Approved: OMB No. 0910-0120 Expiration Date: 07/31/2026 See PRA Statement below. |
| --- | --- |
| 510(k) Number (if known) K250534 | |
| Device Name Biomic Color Opaque | |
| Indications for Use (Describe) Biomic Color Opaque is liquid used for coloring pre-sintered zirconia restorations. It is used for the internal surface of dental zirconia material prosthesis. | |
| Type of Use (Select one or both, as applicable) ☑ Prescription Use (Part 21 CFR 801 Subpart D) ☐ Over-The-Counter Use (21 CFR 801 Subpart C) | |
| CONTINUE ON A SEPARATE PAGE IF NEEDED. | |
| This section applies only to requirements of the Paperwork Reduction Act of 1995. *DO NOT SEND YOUR COMPLETED FORM TO THE PRA STAFF EMAIL ADDRESS BELOW.* | |
| The burden time for this collection of information is estimated to average 79 hours per response, including the time to review instructions, search existing data sources, gather and maintain the data needed and complete and review the collection of information. Send comments regarding this burden estimate or any other aspect of this information collection, including suggestions for reducing this burden, to: Department of Health and Human Services Food and Drug Administration Office of Chief Information Officer Paperwork Reduction Act (PRA) Staff PRAStaff@fda.hhs.gov | |
| "An agency may not conduct or sponsor, and a person is not required to respond to, a collection of information unless it displays a currently valid OMB number." | |
{4}
K250534 - 510(k) Summary
# K250534 - 510(k) Summary
## 1.0 Submission Sponsor
Name: Aidite (Qinhuangdao) Technology Co., Ltd.
Address 1: No.9 Dushan Road, Economic And Technological Development Zone, Qinhuangdao City,066004 Hebei P.R.China;
Address 2: No.56 Tianchi Road, Economic And Technological Development Zone,Qinhuangdao City,066004 Hebei P.R. China
Contact: Mr. Ye Zhanfu
Tel: +86 335 8587898
Fax: +86 335 8587198
## Designated Submission Correspondent
Contact: Mr. Boyle Wang
Address: Shanghai Truthful Information Technology Co., Ltd.
Room 1801, No. 161 East Lu Jiazui Rd., Pudong Shanghai, 200120 China
Tel: +86-21-50313932
Email: info@truthful.com.cn
Date of Preparation: May 16,2025
## 2.0 Device Information
Trade name: Biomic Color Opaque
Common name: Pre-Sintered Zirconia Coloring Liquid
Classification name: Porcelain Powder For Clinical Use
Product code: EIH
Regulation number: 21 CFR 872.6660
Classification: Class II
Panel: Dental
## 3.0 Identification of Predicate Device
510(k) Number: K232682
Trade/Product Name: Pre-Sintered Zirconia Coloring Liquid
Product code: EIH
Regulation number: 21 CFR 872.6660
Classification: Class II
Manufacturer: Chengdu Besmile Medical Technology Co., Ltd.
1 of page 5
{5}
K250534 - 510(k) Summary
## 4.0 Device Description
Biomic Color Opaque is a liquid primarily composed of Methylacryloyl propyl trimethoxy silane, deionized water, 1, 3-butanediol, ferric chloride, citric acid, cerium nitrate, erbium nitrate, cobaltous nitrate, manganous acetate, and aluminum nitrate.
This product is designed for use on the internal surface of dental zirconia material prostheses. It penetrates tightly with the zirconia surface, forming an extremely thin shade layer that reduces the internal surface permeability of the zirconia material prosthesis. The devices are intended to be used solely by dental technicians for the fabrication of zirconia restorations for individual dental patients.
For staining, the zirconia materials must be immersed into the staining solution or brushed with the liquid before sintering at high temperature. The staining solution consists of two components: Type I - a color component (A、B、C、D、W、L、M、R、S、X), and Type II - an OP component, 1:1 collocation is recommended. These components are mixed together for use on the zirconia material to achieve the desired shade.
## 5.0 Indication for Use Statement
Biomic Color Opaque is liquid used for coloring pre-sintered zirconia restorations. It is used for the internal surface of dental zirconia material prosthesis.
## 6.0 Non-clinical Test Conclusion
**Bench Testing:**
- Physical and mechanical properties of the subject device were evaluated according to FDA-recognized version ISO 6872:2015/AMD 1:2018 Dentistry - Ceramic materials. Test items include appearance, uniformity, no foreign matter, flexural strength, chemical solubility and linear expansion coefficient and all tests were verified to meet acceptable criteria.
**Biocompatibility Testing:**
The nature of body contact of materials used in the design of the Biomic Color Opaque were classified as being Surface Devices in contact with mucosal membrane with a permanent contact duration of >30 days. The biocompatibility testing was performed according to FDA currently-recognized versions of biocompatibility consensus standards ISO 10993-1:2018 Biological evaluation of medical devices – Part 1: Evaluation and testing within a risk management process and ISO 7405:2018 Dentistry – Evaluation of biocompatibility of medical devices used in dentistry.
The following biological safety aspects have been addressed:
{6}
K250534 - 510(k) Summary
- Cytotoxicity – ISO 10993-5
- Sensitization – ISO 10993-10
- Oral Mucosa Irritation – ISO 10993-23
- Acute Systemic Toxicity – ISO 10993-11
- Pyrogen Test – ISO 10993-11
- Subcutaneous Implant Test – ISO 10993-6
- Bacterial Reverse Mutation Test – ISO 10993-3
- TK Gene Mutation Test – ISO 10993-3
- Chemical Characterization Study – ISO 10993-18
Sterility and Shelf-Life Testing:
The device is provided non-sterile.
From the shelf life testing report, the Biomic Color Opaque has a shelf life of 18 months.
## 7.0 Summary of Clinical Test
Clinical testing was not required for this submission.
## 9.0 Technological Characteristics and Substantial Equivalence
The following table shows similarities and differences of use, design, and material between the subject and predicate devices.
Table 1- Comparison of Technology Characteristics
| Item | Subject Device | Predicate Device | Remark |
| --- | --- | --- | --- |
| 510(k) No. | K250534 | K232676 | -- |
| Product Name | Biomic Color Opaque | Pre-Sintered Zirconia Coloring Liquid | -- |
| Product Code | EIH | EIH | Same |
| Regulation No. | 21 CFR 872.6660 | 21 CFR 872.6660 | Same |
| Class | II | II | Same |
| Indications for Use | Biomic Color Opaque is liquid used for coloring pre-sintered zirconia restorations. It is used for the internal surface of dental zirconia material prosthesis. | It is only used for coloring Zirconia Denta Ceramics of our company to achieve clinical aesthetic restoration. | Same (Analysis 1) |
| Prescription Use | Yes | Yes | Same |
| Physical Form | Liquid | Liquid | Similar |
{7}
K250534 - 510(k) Summary
| Materials | Methylacryloyl propyl trimethoxy silane, deionized water, 1, 3-butanediol, ferric chloride, Citric acid, Cerium nitrate, Erbium nitrate, Cobaltous nitrate, Manganous acetate and Aluminum nitrate. | The product is mainly composed of purified water (55%~95%), ferric chloride (0~9%), Erbium Chloride (0~17%), polyethylene glycol(2%~6%), Polydextrose (0.5%~8%), Gluconic acid (1%~2%), Citric acid (0%~1%) and Yttrium chloride (0~12%) | Different (Analysis 2) |
| --- | --- | --- | --- |
| Operation Principle | Mix Type I and Type II color (1:1 collocation )and brush or immerse zirconia dental ceramics in the mixed Biomic Color Opaque before sintering. | Brush or immerse zirconia dental ceramics with coloring liquid before sintering | Same |
| Physicochemical Properties | Complied with the standard ISO 6872 Dentistry – Dental Ceramics --Appearance, --Uniformity, --No Foreign Matter, --Flexural Strength, --Chemical Solubility --Linear Expansion Coefficient | Complied with the standard ISO 6872 Dentistry – Dental Ceramics | Same |
| Bottle Size | Various | Various | Same |
| Type of Packaging | Liquid container | Liquid container | Same |
| Color | A-OP,B-OP,C-OP,D-OP,W-OP,L-OP, M-OP,R-OP,S-OP,X-OP | O1, O2, O3, G1, G2, G3, P1, P2, P3, V1, V2, V3, TO1, TO2, TO3, TO4, BL1, BL2, BL3, BL4, 0M1, 0M2, 0M3. | Different (Analysis 3) |
| Categorization by nature of body contact | Surface-contacting medical devices Mucosal membranes | Surface-contacting medical devices Mucosal membranes | Same |
| Categorization by duration of contact | Long-term exposure contact time exceeds 30d | Long-term exposure contact time exceeds 30d | Same |
| Intended site | Patient's oral cavity | Patient's oral cavity | Same |
| Sterile | Non-sterile | Non-sterile | Same |
| Biocompatibility | Comply with ISO 10993-1:2018, and ISO 7405:2018 | Comply with ISO 10993-1, ISO 7405:2018 | Same |
4 of page 5
{8}
K250534 - 510(k) Summary
**Analysis:**
The subject device is highly similar to the predicate device in terms of indications for use, design, components and processing.
The subject device is different from the predicate device in the following:
1) While the wordings differ, the two descriptions essentially refer to the same intended use of the product, which is the application of liquid for coloring pre-sintered zirconia materials used in dental prostheses.
2) The minor difference between the materials of subject device and the predicate device will not cause any safety issues since the subject device has passed the biocompatibility test. Accordingly, it was concluded that the subject device is substantially equivalent in biocompatibility to the predicate device.
3) The color options refer to different shades or finishes, but do not change the device's function. Also, performance testing and biocompatibility test show the differences in color do not alter the fundamental safety, efficacy, or functional use of the device.
**10.0 Conclusion**
The conclusions drawn from the comparison and analysis above demonstrate that the subject device is substantially equivalent to the legally marketed predicated device.
5 of page 5
Predicate graph will load when search results are available.
Embedding visualization will load when search results are available.
PDF viewer will load when search results are available.
Loading panels...
Select an item from Submissions
Click any panel, subpart, regulation, product code, or device to see details here.
Section Matches
Results will appear here.
Product Code Matches
Results will appear here.
Special Control Matches
Results will appear here.
Loading collections...
Loading
My Alerts
You will receive email notifications based on the filters and frequency you set for each alert.
Sort by:
Create Alert
Search Filters
Agent Token
Create a read-only bearer token for Claude, ChatGPT, or other agents that can call HTTP APIs.
Copy this now. It will not be shown again.
Connected apps
Apps you authorized through browser sign-in. Disconnecting revokes their access immediately.
Learn the FDA Browser
Two short videos show you everything — or skip straight to the written tutorial if you'd rather read. You can reopen this any time from the Tutorial button in the top bar.
Part 1 — Search, results, and everyday workflows 16 min
Part 2 — Embeddings: the galaxy map 3 min
1. Search: exact and fuzzy
Type a phrase like "coronary artery calcification" into the search box. You get two kinds of results. Exact results match the literal phrase — prefix searches work ("coronary artery calcificati") but suffix searches do not. Fuzzy results match on the meaning and intent of your phrase rather than the exact words, and are sorted by relevance score. Hover over the Exact or Fuzzy badge on any row to see exactly why it matched.
Use the checkboxes above the results to narrow: SaMD keeps only software-only devices, AI / ML keeps only devices with AI.
Exact vs. fuzzy search: what's the difference?
Exact matches on the literal phrase (prefix search works, suffix does not). Fuzzy matches on the meaning and intent of the phrase rather than the exact words. Hover over the badge on any row to see why it matched.
You search "coronary artery calcification" and want only software devices with AI. What two filters do you apply?
Narrow by SaMD (software-only devices), then narrow by AI/ML (devices with AI).
2. The results table
Scroll right in the results table. The intended use is extracted for you — no need to open the PDF. The device story gives a high-level snapshot of what the device does and how it's used. The AI Performance sub-table shows each output name, acceptance criteria, observed values, and development/test dataset descriptions — the same format Innolitics uses for regulatory strategy outputs, and the fastest high-level fingerprint of an AI device. It is AI-generated but has been very reliable in practice.
Where do you find a device's intended use without opening the PDF?
Scroll right in the search results table. The intended use column is extracted for you; no need to dig into the 510(k) summary PDF.
What does the AI Performance sub-table show, and why is it useful?
Output name, acceptance criteria, observed values, development dataset description, and test dataset description. It's the same format we use for regulatory strategy output and Fast 510(k) input, and the fastest high-level fingerprint of an AI device. AI-generated but reliable in practice.
3. Judging fuzzy relevance
Fuzzy results trail off in relevance as you scroll. Use three signals to decide how far down to go: the fuzzy badge explanations, the intended use column, and whether your target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, you're past the relevant zone. A top hit with a low score (~0.4) and a stretched explanation is a hint the closest predicates are far away — the project may be headed for De Novo. Note the fuzzy search is a pattern match: it doesn't handle negation ("not") well, and hardware devices can appear — filter by SaMD/AI ML to cut them.
How do you judge how far down fuzzy search results to go?
Use the relevancy signals: the fuzzy badge explanations, the intended use column, and whether the target output (e.g., Cobb angle) still appears in the AI Performance sub-table. Once it stops appearing, results are trailing off in relevancy.
4. Device detail page: chat and citations
Click a device name to open its detail page: device facts on the left, a chat window on the right. Ask something like "Describe the training data". The answer carries little citation bubbles — click one to jump to the highlighted passage in the source PDF, so you can verify every AI answer against the document. There's also a Download PDF button for sharing.
How do you verify an AI chat answer on the device detail page?
Click the citation bubbles to jump to the relevant highlight in the source document.
Reading rule for every project: how many summaries do you read in full?
At least the three most relevant 510(k) or De Novo summaries, in full. After that, use targeted chat questions to confirm your memory quickly. The tool supports this professional habit — it doesn't replace it.
5. Side-by-side comparison
Select multiple rows in the results table (aim for under ~10), then open the PDF Viewer tab. Ask one question — it goes to all selected devices in parallel, each with citations. This is the fastest way to compare and contrast devices: training data, PCCP scope, how they handled adding new scanners, and so on.
What does the side-by-side PDF viewer mode do?
Select multiple devices, open the PDF viewer tab, and ask one question (e.g., "Describe the training data"). It queries all selected devices simultaneously with citations, so you can compare and contrast quickly.
6. Collections
With rows selected, go to the Collections tab and create a labeled collection (e.g., "Cobb Angle Project"). Reload that selection any time — before a client call, pull up the collection and ask questions across all of its devices at once.
How do you save a set of selected devices for later use?
Select the rows, go to the Collections tab, and create a labeled collection (e.g., "Cobb Angle Project"). You can reload the selection anytime and carry it into the PDF viewer and other tabs that support selections.
7. Product codes and the regulations tree
Click a product code in the results to jump to it in the regulations tree — identification text, sibling product codes, and devices you can open in a PDF viewer on the right. Click a regulation number to see its identification, special controls, and related product codes. You can also search by product code or regulation number at the top of the tree. Always read the special controls if any exist for your device — it broadens your search and sharpens pre-kickoff research.
What can you do from the regulations tree view?
Browse product codes and regulation numbers, read the identification text and special controls, browse sibling product codes, open device PDFs on the right, and search by product code or regulation number at the top of the tree.
8. Chart view
Click Show Chart and segment by regulation number (or product code) to see which regulations dominate your result set. Clicking a regulation takes you into the regulations tree. Great for spotting that most matches are, say, hardware laparoscopic devices — a cue to go back and filter.
How do you see which regulations dominate a search result set?
Click "Show Chart" and segment by Regulation Number. Clicking a regulation takes you to the regulations tree.
9. The predicate graph
Open the Predicates tab for a family-tree view of predicate relationships. Click a node to trace its parents and children; selections from search carry over pre-selected. Commonly predicated devices are worth reading — a lot of people predicated them for a reason. The visual lineage is also handy on client calls, e.g. to show how a predicate family evolved and justify why your predicate still holds.
In the predicate graph, why are commonly predicated devices worth reading?
A lot of people predicated them for a reason. Clicking a node traces parents and children, and selections from search carry over pre-selected.
10. Embeddings: the galaxy map
The Embeddings tab plots every matching document in a 2-D "galaxy map" where semantically similar devices cluster together. Hover or click clusters to explore, and let AI label the clusters for you. Embeddings beat product codes for grouping: two devices can carry different product codes (LLZ vs. QIH) yet do the same thing — the embedding captures the meaning of the intended use and device story. This is also exactly how retrieval-augmented generation (RAG) works under the hood, and it makes a great visual on client calls.
Try it yourself
Head to the search page and work through a few of these AI/ML fuzzy searches to build intuition: perivascular fat on CT · aortic valve calcification opportunistic screening on noncontrast CT · breast cancer prediction on digital pathology slides · autism detection · gestational age prediction · a hearing aid that can also detect a pulse · foundation model based analysis of ECG · large language models · penetration test. Watch how the relevance scores, intended use, and AI Performance tables tell you when results stop being meaningful.