K211403 · Hivox Biotek, Inc. · NUH · Oct 15, 2021 · Neurology
Device Facts
Record ID
K211403
Device Name
HIVOX OTC Electrical Stimulator, FT610-B
Applicant
Hivox Biotek, Inc.
Product Code
NUH · Neurology
Decision Date
Oct 15, 2021
Decision
SESE
Submission Type
Traditional
Regulation
21 CFR 882.5890
Device Class
Class 2
Attributes
Therapeutic
Indications for Use
The FT610-B is designed for symptomatic relief and management of chronic pain, and for temporary relief of pain associated with sore and aching muscles in the shoulder, waist, back, neck, upper extremities and lower extremities due to strain from exercise or normal household work activities. It is also indicated for temporary relief of pain associated with dysmenorrhea (menstrual cramps) when used with over-the-counter pain medication. In addition, it also provides a heat function intended to temporarily relieve minor aches and pains.
Device Story
Self-adhesive TENS device; provides electrical nerve stimulation and heat therapy. Inputs: user-selected intensity levels (15 settings). Operation: electrical currents delivered via 50mm x 56mm gel pads; heat function operates independently or simultaneously with TENS. Used in home/clinic settings; operated by patient (self-treatment). Output: electrical stimulation and heat to skin. Healthcare provider instructs patient on TENS regime; output provides pain relief and management of chronic pain/dysmenorrhea. Benefits: non-pharmacological pain management; temporary relief of muscle aches/cramps.
Clinical Evidence
No clinical data. Substantial equivalence supported by bench testing including shelf life, biocompatibility, software validation, EMC, electrical safety, and usability testing.
Technological Characteristics
Self-adhesive TENS device with integrated heat function. Materials: gel pads (50mm x 56mm). Energy: rechargeable battery. Connectivity: standalone. Software: IEC 62304 compliant. Standards: ASTM F1980-16, ISO 10993, ANSI/AAMI ES60601-1, IEC 60601-1-2, IEC 60601-1-11, IEC 60601-2-10, IEC 60601-1-6, IEC 62366-1.
Indications for Use
Indicated for symptomatic relief/management of chronic pain and temporary relief of pain in shoulder, waist, back, neck, upper/lower extremities due to exercise or household strain. Also indicated for temporary relief of dysmenorrhea (menstrual cramps) when used with OTC pain medication. Includes heat function for minor aches/pains.
Regulatory Classification
Identification
A transcutaneous electrical nerve stimulator for pain relief is a device used to apply an electrical current to electrodes on a patient's skin to treat pain.
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October 15, 2021
Hivox Biotek Inc. Ruby Lu Regulatory Affairs Specialist SF., No. 123, Xingde Road, Sanchong District New Taipei City, 241 Taiwan
Re: K211403
Trade/Device Name: HIVOX OTC Electrical Stimulator, FT610-B Regulation Number: 21 CFR 882.5890 Regulation Name: Transcutaneous Electrical Nerve Stimulator For Pain Relief Regulatory Class: Class II Product Code: NUH Dated: July 16, 2021 Received: July 19, 2021
Dear Ruby Lu:
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. 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 located 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.
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
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801); medical device reporting of medical device-related adverse events) (21 CFR 803) for devices or postmarketing safety reporting (21 CFR 4, Subpart B) for combination products (see https://www.fda.gov/combination-products/guidance-regulatory-information/postmarketing-safety-reportingcombination-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 4. Subpart A) for combination products; and, if applicable, the electronic product radiation control provisions (Sections 531-542 of the Act); 21 CFR 1000-1050.
Also, please note the regulation entitled, "Misbranding by reference to premarket notification" (21 CFR Part 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-device-safety/medical-device-reportingmdr-how-report-medical-device-problems.
For comprehensive regulatory information about mediation-emitting products, including information about labeling regulations, please see Device Advice (https://www.fda.gov/medicaldevices/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-device-advice-comprehensive-regulatoryassistance/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,
For Pamela Scott Assistant Director DHT5B: Division of Neuromodulation and Physical Medicine Devices OHT5: Office of Neurological and Physical Medicine Devices Office of Product Evaluation and Quality Center for Devices and Radiological Health
Enclosure
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### Indications for Use
510(k) Number (if known) K211403
Device Name HIVOX OTC Electrical Stimulator (FT610-B)
#### Indications for Use (Describe)
The FT610-B is designed for symptomatic relief and management of chronic pain, and for temporary relief of pain associated with sore and aching muscles in the shoulder, waist, back, neck, upper extremities and lower extremities due to strain from exercise or normal household work activities. It is also indicated for temporary relief of pain associated with dysmenorrhea (menstrual cramps) when used with over-the-counter pain medication, it also provides a heat function intended to temporarily relieve minor aches and pains.
| Type of Use (Select one or both, as applicable) | |
|-------------------------------------------------|--|
|-------------------------------------------------|--|
| | Prescription Use (Part 21 CFR 801 Subpart D)
X Over-The-Counter Use (21 CFR 801 Subpart C)
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### 510(k) SUMMARY
### 1. Type of Submission Traditional
| <b>2. Date of Summary</b> | October 15, 2021 |
|---------------------------|------------------------------------------------------------------------------------|
| <b>3. Submitter</b> | HIVOX BIOTEK INC. |
| <b>Address:</b> | 5F., No. 123, Xingde Rd., Sanchong Dist.,<br>New Taipei City 24158, Taiwan, R.O.C. |
| <b>Phone:</b> | +886-2-8511-2668 |
| <b>Fax:</b> | +886-2-8511-2669 |
| <b>Contact:</b> | Ruby Lu<br>(Ruby.Lu@hivox-biotek.com) |
### 4. Identification of the Subject Device
| Proprietary Name: | HIVOX OTC Electrical Stimulator |
|-------------------------|------------------------------------------------------------|
| Model: | FT610-B |
| Regulation Description: | Transcutaneous electrical nerve stimulator for pain relief |
| Product Code: | NUH |
| Regulation Number: | 21 CFR 882.5890 |
| Device Class: | II |
### 5. Identification of the Predicate Device #1
| 510(k) Number: | K162517 |
|-------------------------|------------------------------------------------------------|
| Manufacturer: | JKH Health Co., Ltd. |
| Proprietary Name: | Electronic Pulse Stimulator |
| Model: | PL-029K13 |
| Regulatory Description: | Transcutaneous electrical nerve stimulator for pain relief |
| Product Code: | NUH, NGX, NYN, IRT |
| Regulatory Number: | 21 CFR 882.5890 |
| Device Class: | II |
### 6. Identification of the Reference Device
| 510(k) Number: | K183110 |
|-------------------------|------------------------------------------------------------|
| Manufacturer: | LifeCare Ltd. |
| Proprietary Name: | LIVIA |
| Regulatory Description: | Transcutaneous electrical nerve stimulator for pain relief |
| Product Code: | NUH |
| Regulatory Number: | 21 CFR 882.5890 |
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Device Class: II
## 7. Device Description
The subject device is a self-adhesive TENS device with 15 adjustable intensity levels for pain relief. Moreover, it also provides a heat function which can be used alone, or in conjunction with the TENS function simultaneously. TENS, Transcutaneous Electrical Nerve Stimulation, refers to the electrical stimulation of nerves through the skin which is an effective method of pain relief. It can be used for self-treatment. Any symptoms that could be relieved using TENS must be checked by your general practitioner who will also give you instruction on how to carry out a TENS selftreatment regime.
TENS device works by passing electrical currents over the skin via a set of gel pads. As a transfer medium, the gel pads are subject to natural wear and tear, and must be replaced when they stop providing sufficient contact or the main unit no longer sticks to the skin completely. Failure to replace the gel pad may lead to skin irritation as a result of heightened current density in particular areas.
This device is only compatible with the 50 mm x 56 mm gel pads which are the OTC medical device cleared by FDA under K132588, and come with the device.
### 8. Intended Use / Indications for Use of the Device
The subject device is designed for symptomatic relief and management of chronic pain, and for temporary relief of pain associated with sore and aching muscles in the shoulder, waist, back, neck, upper extremities and lower extremities due to strain from exercise or normal household work activities. It is also indicated for temporary relief of pain associated with dysmenorrhea (menstrual cramps) when used with over-thecounter pain medication. In addition, it also provides a heat function intended to temporarily relieve minor aches and pains.
### 9. Non-clinical Testing
A series of safety and performance tests, as follows, were conducted on the subject device in accordance with FDA recognized consensus standards and/or guidance:
- Shelf life (ASTM F1980-16)
- Biocompatibility (ISO 10993-1 Edition 4.0, ISO 10993-5 Edition 3.0 and ISO 10993-10 Edition 3.0)
- Software validation (IEC 62304 Edition 1.1)
- Electromagnetic compatibility and electrical safety (ANSI/AAMI ES60601-1:2015/(R)2012, IEC 60601-1-2 Edition 4.0, IEC 60601-1-11 Edition 2.0 and IEC 60601-2-10 Edition 2.1)
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- Function test (Guidance Document for Powered Muscle Stimulator 510(K)s. Document issued on: June 9, 1999)
- Usability test (IEC 60601-1-6 Edition 3.1 and IEC 62366-1 Edition 1.0)
All the test results demonstrate the subject device, HIVOX OTC Electrical Stimulator (FT610-B), meets the requirements of its pre-defined acceptance criteria and intended use, and its substantially equivalent to the predicate device.
### 10. Clinical Testing
No clinical test data was used to support the decision of substantial equivalence.
### 11. Substantial Equivalence Comparison
The subject device, HIVOX OTC Electrical Stimulator (FT610-B), was compared to the predicate and reference devices in the tables below:
| Comparison item | Subject device | Primary Predicate | Reference Device | Substantial<br>Equivalence<br>Determination | |
|-----------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------|
| 510(k) Number | To be assigned | K162517 | K183110 | | |
| Device Name | HIVOX OTC<br>Electrical Stimulator | Electronic Pulse<br>Stimulator | LIVIA | N/A | |
| Model | FT610-B | PL-029K13 | | | |
| Manufacturer | HIVOX BIOTEK<br>INC. | JKH Health Co., Ltd | LifeCare Ltd. | | |
| Intended use | The FT610-B is<br>designed for<br>symptomatic relief and<br>management of chronic<br>pain, and for temporary<br>relief of pain associated<br>with sore and aching<br>muscles in the shoulder,<br>waist, back, neck, upper<br>extremities and lower<br>extremities due to strain<br>from exercise or normal<br>household work | TENS Mode<br>To be used for<br>temporary relief of<br>pain associated with<br>sore and aching<br>muscles in the<br>shoulder, waist, back,<br>arm and leg due to<br>strain from exercise or<br>normal household and<br>work activities.<br>It is also intended for<br>symptomatic relief and<br>management of | The Livia is designed<br>for symptomatic relief<br>and management of<br>chronic pain, and for<br>temporary relief of pain<br>associated with sore and<br>aching muscles in the<br>shoulder, waist, back,<br>neck, upper extremities<br>(arm) and lower<br>extremities (leg) due to<br>strain from exercise or<br>normal household work<br>activities. The Livia is | Subject device has<br>the same<br>technological<br>features as the<br>primary predicate<br>(TENS + heating)<br>excluding PMS.<br>Subject device<br>combines the heat<br>output parameter<br>on primary<br>predicate device<br>and the<br>stimulation output | |
| | indicated for temporary<br>relief of pain associated<br>with dysmenorrhea<br>(menstrual cramps)<br>when used with over-<br>the-counter pain<br>medication. In addition,<br>it also provides a heat<br>function intended for<br>temporary relief of<br>minor aches and pains. | chronic, intractable<br>pain and relief of pain<br>associated with<br>arthritis.<br><br>PMS mode<br>To stimulate healthy<br>muscles in order to<br>improve and facilitate<br>muscle performance.<br>To be used for the<br>improvement of<br>muscle tone and<br>firmness, and for<br>strengthening muscles<br>in the arm, abdomen,<br>legs, and buttocks. Not<br>intended for use in any<br>therapy or for the<br>treatment of any<br>medical condition or<br>disease.<br>It is also intended to<br>temporarily increase<br>local blood circulation<br>in the healthy muscles<br>of lower extremities.<br><br>Heating Mode<br>Temporary relief of<br>minor aches and pains. | also indicated for<br>temporary relief of pain<br>associated with<br>dysmenorrhea<br>(menstrual cramps)<br>when used with over-<br>the-counter pain<br>medication. | parameter on<br>reference device,<br>which contain the<br>indication for use<br>on dysmenorrhea. | |
| FDA Product Code | NUH | NUH, NGX, NYN,<br>IRT | NUH | Identical to<br>reference device | |
| Prescription or OTC | OTC | OTC | OTC | Identical to<br>primary predicate<br>and reference | |
| | | | | | device |
| Power Source(s) | | Rechargeable battery | Rechargeable battery | Rechargeable battery | Identical to<br>primary predicate<br>device and<br>reference device |
| Function and Design | | Electrical stimulation<br>and heat | Electrical stimulation<br>and heat | Electrical stimulation | Identical to<br>primary predicate<br>device |
| Heating setting | | Nonadjustable | Low and high | N/A | No different in<br>safety or<br>effectiveness from<br>primary predicate<br>device |
| Maximum Temperature<br>Setting (°C) | | 43 | 43 | N/A | Identical to<br>primary predicate<br>device |
| Output Pattern of the<br>Heating | | Delivers electrical<br>stimulation and heat<br>simultaneously | Delivers electrical<br>stimulation and heat<br>simultaneously | N/A | Identical to<br>primary predicate<br>device |
| Maximum<br>Output<br>Voltage<br>(Vp-p) | @ 500 Ω | 72 ±10% | Mode 1: This mode<br>cycles the following<br>modes<br>Mode 2: 31.2 ±20%<br>Mode 3: 46.0 ±20%<br>Mode 4: 42.0 ±20%<br>Mode 5: 27.6 ±20%<br>Mode 6: 27.6 ±20%<br>Mode 7: 40.8 ±20%<br>Mode 8: 23.2 ±20% | 65.6 ±10% | No different in<br>safety or<br>effectiveness from<br>reference device |
| | @ 2 kΩ | 112 ±10% | Mode 1: This mode<br>cycles the following<br>modes<br>Mode 2: 68.0 ±20%<br>Mode 3: 90.4 ±20%<br>Mode 4: 68.8 ±20%<br>Mode 5: 60.0 ±20% | 115 ±10% | |
| | | | Mode 6: 60.0 ±20% | | |
| | | | Mode 7: 84.0 ±20% | | |
| | | | Mode 8: 50.4 ±20% | | |
| | | | Mode 1: This mode<br>cycles the following | 121 ±10% | |
| | | 120 ±10% | modes | | |
| | | | Mode 2: 118 ±20% | | |
| | | | Mode 3: 124 ±20% | | |
| | @ 10 kΩ | | Mode 4: 78.4 ±20% | | |
| | | | Mode 5: 115 ±20% | | |
| | | | Mode 6: 115 ±20% | | |
| | | | Mode 7: 124 ±20% | | |
| | | | Mode 8: 99.2 ±20% | | |
| | | | Mode 1: This mode<br>cycles the following | | |
| | | 144 ±10% | modes | 130.4 ±10% | |
| | | | Mode 2: 62.4 ±20% | | |
| | @ 500 Ω | | Mode 3: 92.0 ±20% | | |
| | | | Mode 4: 84.0 ±20% | | |
| | | | Mode 5: 55.2 ±20% | | |
| | | | Mode 6: 55.2 ±20% | | |
| | | | Mode 7: 81.6 ±20% | | |
| | | | Mode 8: 46.4 ±20% | | |
| Maximum<br>Output<br>Current<br>(mAp-p) |…
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.