I think I've started to see some misidentifications with the app. I can see why people just skip over the sound part of the identification. It can be very difficult and, for me, I wouldn't trust my ears. So, that being said, I will definitely need a visual on any sounds (whether I'm using the app or not) before I will be confident enough on a positive ID. Thanks for the reply.
I think that above anything else, it is important to keep in mind that Merlin is a tool, just like your binoculars, your field guide, and your research. There are many newer or less experienced birders who fall into the trap of treating Merlin as magic - that it will identify the birds for you. Yes, it can provide suggestions, but it up to our human brains to follow up and/or confirm. Yes, it is a powerful tool, especially in well-birded areas, but any tool can be misused. I am an eBird reviewer - there is a special category in review queues that is basically for reports with no more evidence than "Merlin said so." That is how common of a problem this is.
Rare birds are decidedly NOT one of Merlin's strengths. Aside from the obvious (e.g the chances of a common bird making an odd squeak, or even the sound of footsteps etc. that the AI library mis-recognizes), the algorithm will also "weigh" recognition based on where it believes you are. As an example, I was in south Texas using Merlin in an area known to have a vagrant Crimson-collared Grosbeak. It picked up the bird's call... but repeatedly insisted that it was a Northern Harrier. If I were "using" Merlin exclusively for ID - well there is a rare bird that would have gotten missed.
The best use for Merlin is for the relatively common birds - that is where it shines because of the bulk of input to feed the AI. If a bird or a location is unfamiliar to the program, it will be just as confused as you or I with the unfamiliarity. Here are some examples of my own usage where I find Merlin really helpful:
- Skill-building. One of my favorite uses of Merlin is when I'm hearing that bird that I know I've heard before - the recognition is there... but what is it? The old way was to sort through your field guide apps (or cds... or cassettes... I'm not old or anything...) but now Merlin can provide me that reminder so much more quickly. It really helps with those difficult chip notes. But then I can focus on the unfamiliar call so that I can really incorporate it - I find that this works so much better in real time than later when I'm set with my other resources. You can absolutely use Merlin to become a better birder.
- Detection. As aforementioned - I'm getting older and a lot of those high-pitched songs get by me. But also our human brains are designed to focus on particularly familiar or loud songs and "filter" out the background - our phone speakers don't do that. As such, my ability to detect the little peeps of quieter sparrows, chippy warblers among feeding flocks, Brown Creepers and so on has very much increased when I use Merlin. If it picks up a surprise, then I listen for it and lo and behold it is there - I just needed to be paying attention.
- Travel. When I'm traveling to someplace unfamiliar, Merlin can be a goldmine for getting up to speed on the local songs and chip notes, which very much beats out the old methods of studying your brains out. You still need to study and you still need to verify, but Merlin can be an absolute shortcut when, for example, you need to know that the chip note you've been hearing all day are Olive Sparrows - if I want to see one I should be looking on the ground... or if I want to find something else I should ignore that chip for now. It can give you an idea of whether a bird is more common than it may appear if Merlin is picking it up all the time - maybe they just hide a lot. It can give you an idea of what to expect and anticipate; I feel like Merlin can jump-start your familiarity with a new location because I haven't had the luxury of time to really know the place - especially if I limit myself to only a visual understanding of what is present.
- Yes, ID. But use with caution. You can go back and re-listen to the call and check the sonogram against other sources. Even better, if Merlin tells you there is a rare bird then you can track it down and get more of a verification - at least it will tell you what to focus on. Personally, I've never had Merlin correctly alert me to anything more rare than an early migrant, but it is always our responsibility to verify anything unusual or unexpected. That is just as true with Merlin as it would be a fleeting glimpse out of the corner of our eye, or a short view seeded with "expectation" of a rarity. If I don't verify the result, I don't trust it.
I'm hoping something I've said above is helpful. But the bottom line is that Merlin is a tool - it can be wielded skillfully or incorrectly, and as with any tool practice and familiarity increase its usefulness.