BRUSH&BOND® PLUS is indicated for: 1. Direct Dental Restorations (e.g., resin-modified glass ionomer, resin core build-ups, compomers). 2. Indirect Dental Restorations (e.g., metal, resin-based composite, dental ceramics (e.g., porcelain, pressed ceramic, lithium disilicate, zirconia). 3. Desensitization of dentin. 4. Sealing of dentin, cementum or enamel.
Device Story
BRUSH&BOND® PLUS is a self-etching, self-priming, light-cured dental bonding system. It consists of a liquid resin containing monomers and 4-META chemistry, and an activator brush containing a bonding promoter. The device is used by dental professionals in a clinical setting to bond restorative materials (composites, metals, ceramics) to tooth structures. The activator brush ensures polymerization upon contact with the liquid resin. For ceramic surfaces, a separate ceramic primer is applied first. The system is applied directly to prepared enamel and dentin surfaces without prior acid-etching. The output is a bonded restoration or sealed tooth surface, which helps restore tooth function and reduce sensitivity.
Clinical Evidence
No clinical data provided. Substantial equivalence is supported by bench testing, including shear and tensile bond strength testing performed in accordance with ISO/TS 11405, and biocompatibility testing (cytotoxicity, skin sensitization, and oral mucosa stimulation) in accordance with ISO 10993 standards.
Technological Characteristics
Single-bottle, dual-component bonding system. Materials: liquid resin with monomers and 4-META chemistry; activator brush with bonding promoter; ceramic primer. Principle: self-etching, self-priming, light-cured polymerization. Connectivity: N/A. Sterilization: N/A. Form factor: 3 mL liquid resin bottle, activator brush canister, 5 mL ceramic primer bottles.
Indications for Use
Indicated for patients requiring direct or indirect dental restorations, dentin desensitization, or sealing of dentin, cementum, or enamel.
Regulatory Classification
Identification
A resin tooth bonding agent is a device material, such as methylmethacrylate, intended to be painted on the interior of a prepared cavity of a tooth to improve retention of a restoration, such as a filling.
{0}------------------------------------------------
Image /page/0/Picture/1 description: The image shows the logo for the U.S. Department of Health & Human Services. The logo consists of a circular seal with the text "DEPARTMENT OF HEALTH & HUMAN SERVICES - USA" around the perimeter. Inside the circle is a stylized image of three human profiles facing to the right, stacked on top of each other. The profiles are simple and abstract, with only the outlines of the faces visible.
Food and Drug Administration 10903 New Hampshire Avenue Document Control Center - WO66-G609 Silver Spring, MD 20993-0002
September 18, 2015
Parkell, Inc. Mr. David Mott, Esq. VP. Regulatory Affairs 300 Executive Drive Edgewood, New York 11717
Re: 151518
Trade/Device Name: Brush & Bond® Plus Regulation Number: 21 CFR 872.3200 Regulation Name: Resin tooth bonding agent Regulatory Class: II Product Code: KLE Dated: June 19, 2015 Received: June 22, 2015
## Dear Mr. Mott:
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 (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. 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.
{1}------------------------------------------------
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 803); good manufacturing practice requirements as set forth in the quality systems (QS) regulation (21 CFR Part 820); and if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
If you desire specific advice for your device on our labeling regulation (21 CFR Part 801), please contact the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/Resourcesfor You/Industry/default.htm. Also, please note the regulation entitled. "Misbranding by reference to premarket notification" (21CFR Part 807.97). For questions regarding the reporting of adverse events under the MDR regulation (21 CFR Part 803), please go to
http://www.fda.gov/MedicalDevices/Safety/ReportaProblem/default.htm for the CDRH's Office of Surveillance and Biometrics/Division of Postmarket Surveillance.
You may obtain other general information on your responsibilities under the Act from the Division of Industry and Consumer Education at its toll-free number (800) 638-2041 or (301) 796-7100 or at its Internet address
http://www.fda.gov/MedicalDevices/ResourcesforYou/Industry/default.htm.
Sincerely yours,
Tina
Kiang -S
for Erin I. Keith, M.S. Director Division of Anesthesiology, General Hospital, Respiratory, Infection Control and Dental Devices Office of Device Evaluation Center for Devices and Radiological Health
Enclosure
{2}------------------------------------------------
# Indications for Use
510(k) Number (if known) K151518
Device Name BRUSH&BOND® PLUS
Indications for Use (Describe) BRUSH&BOND® PLUS is indicated for:
1. Direct Dental Restorations (e.g., resin-modified glass ionomer, resin core build-ups, compomers).
2. Indirect Dental Restorations (e.g., metal, resin-based composite, dental ceramics (e.g., porcelain, pressed ceramic, lithium disilicate, zirconia).
3. Desensitization of dentin.
4. Sealing of dentin, cementum or enamel.
Type of Use (Select one or both, as applicable)
2 Prescription Use (Part 21 CFR 801 Subpart D)
Over-The-Counter Use (21 CFR 801 Subpart C)
## PLEASE DO NOT WRITE BELOW THIS LINE - CONTINUE ON A SEPARATE PAGE IF NEEDED.
## FOR FDA USE ONLY
Concurrence of Center for Devices and Radiological Health (CDRH) (Signature)
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 Druq 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."
{3}------------------------------------------------
Image /page/3/Picture/0 description: The image shows the logo for Parkell Inc. The logo is in black and white and features the company name in a stylized font. Below the company name is the tagline "Solutions for the problem-solving Dental Professional Since 1948."
## 510(k) Summary
## 1. Submitter:
Parkell, Inc. 300 Executive Drive Edgewood, NY 11717
## 2. Contact:
David Mott, Esq. VP, Regulatory Affairs Tel: (631) 249-1134, ext. 145 Fax: (631) 249-1242
## 3. Submission Date: June 4, 2015
## 4. Device Identification:
| Trade Name: | BRUSH&BOND® PLUS |
|----------------------|----------------------------------------------------|
| Common Name: | Dental Bonding Agent |
| Classification Name: | Resin Tooth Bonding Agent (21CFR Section 872.3200) |
| Product Code: | KLE |
| Classification: | Class II |
## 5. Predicate and Reference Devices:
Predicate Device: BRUSH&BOND® (510k no. 020239, filed as Touch&Bond-Pius) Reference Device: All-Bond Universal® (510K no. 131734, filed as All-Bond Universal SC)
### Description of Applicant Device: 6.
BRUSH&BOND® PLUS is a self-etching. self-priming. light-cured bonding system which utilizes proven 4-META chemistry to enhance penetration into prepared enamel and dentin surfaces and to establish strong bonds to dental surfaces such as restorative composites, metals, dentin, enamel, cementum, and dental ceramics (e.g., porcelain, lithium, disilicate, zirconia, or hybrid ceramics). The Device is useful for all direct dental restorations, desensitizing teeth, and sealing tooth structures against microleakage. Moreover, the Device can be used without prior acid-etching of dentin or cutting of enamel surfaces.
The BRUSH&BOND® PLUS device is essentially a single-bottle, two-component system, comprising: a liquid resin which comprises monomers and 4-META chemistry, and an activator brush which comprises a bonding promoter to ensure complete activation and polymerization when contacted with the liquid resin. After activation, the activated resin can be applied directly onto restorative surfaces (except dental ceramic surfaces) using the activator brush or any appropriate dental instrument. For ceramic surfaces, the surface must first be coated with a ceramic primer (such as EaZy Primer'M,510K no. 142848) before the activated resin is applied.
BRUSH&BOND® PLUS is packaged as a single 3 mL bottle of liguid resin, an accompanying canister containing 100 activator brushes (either standard size or mini/endo size), and accompanying bottles of Parkell's ceramic rimer Ea Primer'M
5mL "A" and "B" bottles).
lotewood. New York 11717 USA Edgewood. Ne Toll-Free: 800,243,7446 Phone: 631.249.1134 FAX: 631,249,1242 ww.parkell.com
{4}------------------------------------------------
## 7. Intended Uses:
- 1. Direct dental restorations (e.g., resin-based composite, resin-modified glass ionomer, resin core build-ups, compomers).
- 2. Indirect dental restorations (e.g., metal, resin-based composite, dental ceramics (e.g., porcelain, pressed ceramic, lithium disilicate, zirconia)).
- ന് Desensitization of dentin.
- 4. Sealing of dentin, cementum or enamel.
## 8. Technological Characteristics:
BRUSH&BOND® PLUS is a single-bottle, dual-component bonding system, comprising: a liquid resin which comprises monomers and 4-META chemistry; and an activator brush which comprises a bonding promoter to ensure complete activation and polymerization when contact is made with the liquid resin. It is packaged as a single 3 mL bottle of liguid resin, an accompanying canister containing 100 activator brushes (either standard size or mini/endo size), and accompanying bottles of Parkell's ceramic primer, EaZy Primer 1 %, 510K no. 142848 (5-millimeter "A" and "B" bottles).
All components of BRUSH&BOND® PLUS are found in legally marketed predicate devices. The BRUSH&BOND® PLUS is based upon industry standard monomer chemistry and has similar technological characteristics as other legally marketed bonding agents.
## 9. Biocompatibility:
An evaluation of biocompatibility was conducted to determine the safety of BRUSH&BOND® PLUS in accordance with ISO 10993-1: 2009, ISO 10993-5: 2009, ISO 10993-12: 2009, and the guidance document, "Blue Book Memo, G95-1, Use of International Standard IS0-10993, and Biological Evaluation of Medical Devices: Part 1: Evaluation and Testing". The biocompatibility evaluation included cytotoxicity testing in accordance with ISO 10993-5:2009, skin sensitization testing in accordance with ISO 10993-10:2010, and oral mucosa stimulation testing in accordance with ISO 10993-10:2010. The conclusion of the evaluation is that BRUSH&BOND® PLUS can be considered biocompatible.
## 10. Substantial Equivalence:
Information provided in this 510(k) submission demonstrates that BRUSH&BOND® PLUS is substantially equivalent to the Predicate Device, Parkell Inc.'s existing BRUSH&BOND® bonding agent (K020239) in terms of bond strength to dentin and enamel, as well as to the Reference Device (K131734) in terms of bond strength to metals, composite resin, and dental ceramics. The Shear and Tensile Bond Strength tests were performed in accordance with ISO/TS 11405. The shear and tensile strength tests were compared to the Predicates and were determined to be equivalent.
Any minor differences between the Device and the Predicate Device do not raise new questions of equivalence.Thus,this submission demonstrates the substantial equivalence of BRUSH&BOND® PLUS. A brief comparison of BRUSH&BOND® PLUS to the Predicate and Reference Devices is provided below:
{5}------------------------------------------------
# Parkell inc.
| Table 5-1: | | | |
|------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Property<br>(pass/fail criteria!<br>if applicable) | BRUSH&BOND®<br>PLUS<br>(Parkell, Inc.) | Predicate Device<br>(Brush&Bond®)<br>(Parkell, Inc.) | Reference Device<br>(All-Bond Universal®)<br>(Bisco, Inc.) |
| Intended uses | 1. Direct Dental<br>Restorations (e.g.!<br>resin-based<br>composite, resin-<br>modified glass<br>ionomer, resin core<br>build-ups,<br>compomers).<br>2. Indirect Dental<br>Restorations (e.g.,<br>metal, resin-based<br>composite, dental<br>ceramics, e.g.,<br>porcelain (pressed<br>ceramic, lithium<br>disilicate, zirconia).<br>3. Desensitization of<br>dentin.<br>4. Sealing of dentin,<br>cementum or<br>enamel. | 1. A dentin bonding<br>agent used with<br>direct filling<br>materials<br>that include but<br>may not be limited<br>to, composite resins,<br>resin modified glass<br>monomers or<br>compomers, etc.<br>2. A dentin bonding<br>agent used with<br>resin cements or<br>composite luting<br>agents to retain<br>indirect tooth-<br>colored and cast<br>alloy restorations<br>that include but<br>may not be limited<br>to indirect<br>composite or<br>porcelain inlays and<br>onlays, laminate<br>veneers, either resin<br>or porcelain,<br>porcelain-fused-to-<br>metal crowns, etc.<br>3. Treatment of<br>hypersensitive areas<br>o exposed root<br>surfaces.<br>4. A cavity sealant<br>and desensitizer<br>applied to exposed<br>dentin that has<br>been prepared to<br>receive a laboratory<br>fabricated<br>restoration such as<br>porcelain-fused-to-<br>metal crowns, cast<br>alloy or tooth- colored inlays,<br>onlays veneers etc. | 1. Direct Restorations<br>(e.g. resin-based<br>composite, resin-<br>modified glass ionomer,<br>core build-ups)<br>2. Indirect Restorations<br>(e.g. metal, glass,<br>ceramics,<br>zirconia/alumina)<br>3. Bonding Resin or<br>Primer for Substrates<br>4. Desensitization/Sealing<br>of Tooth<br>5. Intraoral Repair (e.g.<br>chipped porcelain,<br>additions to direct<br>restorations) |
| Classification<br>Product Code<br>Self-Etching | KLE | KLE | KLE |
| Self-priming | Yes | Yes | Not available |
| Light-cured | Yes | Yes | Yes |
| | | | |
| Compatible<br>with self<br>dual, and<br>light cured<br>materials | Yes | Yes | Yes |
{6}------------------------------------------------
{7}------------------------------------------------
Table 5-1(continued):
| Property | BRUSH&BOND®<br>PLUS<br>(Parkell, Inc.) | Predicate Device<br>(Brush&Bond®)<br>(Parkell, Inc) | Reference Device<br>(All-Bond Universal®)<br>(Sisco, Inc.) |
|----------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------|
| {pass/fail criteria,<br>if applicable} | | | |
| Shelf Life | 3 years | 3 years | 2 years |
| Chemical<br>components | Bonding agent, comprising a liquid resin which comprises monomers and 4-META chemistry; a ceramic primer; an activator brush comprising a bonding promoter. | Bonding agent, comprising a liquid resin which comprises monomers and 4-META chemistry; and an activator brush comprising a bonding promoter. | Bonding agent, comprising an ethanol/water-based dental adhesive; and a porcelain primer. |
## 11. Clinical Performance Data
There was no clinical testing required to support the Device as the indications for use are equivalent to the Predicate Device. These types of devices, including the Predicate Device, have been on the market for many years with no reported adverse events. The non-clinical testing detailed in this submission supports the substantial equivalence of the Device.
## 12. Statement of Substantial Equivalence:
By definition, a device is substantially equivalent to a predicate device when the device has the same intended use and the same technological characteristics as the previously cleared predicate device.
The Device (BRUSH&BOND® PLUS) has the same or similar intended use, indications, principles of operation, and technological characteristics as the Predicate Device (BRUSH&BOND®). The Device, as designed and manufactured, is determined to be substantially equivalent to the Predicate Device in terms of intended use, design, materials, and function.
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.