iiinova — where your digital self keeps evolving

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BeeMachine @beemachine.ai · 19/08/2026

UPDATE! Check and modify bee detection in your photos for greater accuracy. If you like using BeeMachine, consider leaving a 5⭐ review! Android: tinyurl.com/2e955rj5 iOS: tinyurl.com/39kwkau6

tinyurl.com

BeeMachine - Apps on Google Play

A community science app for identifying bee species using computer vision

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Ben Iuliano @beniuliano.bsky.social · 15/05/2026

Next, some politics. Integrated pest management has failed to curb pesticide use. To succeed, it needs to move beyond narrow technical advice to confront power in the food system. We can learn how to do that from the field of sustainability transitions doi.org/10.1002/ecs2...

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Ben Iuliano @beniuliano.bsky.social · 15/05/2026

First some science: we sequenced eDNA from 500+ lady beetles and found they eat a lot more than aphids, and their diets get more diverse in as landscapes do! doi.org/10.1002/eap....

Bipartite network diagram of lady beetle prey trophic relationships from DNA sequencing data

Predicted effects of landscape diversity within 250 m of collection sites on prey taxa richness in the sampled lady beetle community. Prey richness increases with landscape diversity

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BeeMachine @beemachine.ai · 11/05/2026

Big BeeMachine update! 🐝✨ BeeMachine can now identify 1,184 kinds of flower-visitors, including 999 bee species — a huge jump from the previous 354. See the full list at beemachine.ai/page/about #citizenscience #pollinators #AIForGood #biodiversity #bees

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Olivia Bernauer, PhD @oliviabernauer.bsky.social · 30/04/2026

Excited to share that our paper, led by Matt Smith (@ IIT) describing how to create and use automated pollinator camera traps, AutoPollS, is now out in the world: doi.org/10.1111/2041... w/ @jamescrall.bsky.social @brianspiesman.bsky.social @jhemberger.bsky.social

Image of a tagged bumble bee visiting a buckwheat flower captured by an AutoPollS device

Dr. Matt Smith, Illinois Institute of Technology, adjusting an AutoPollS unit under an apple tree. The AutoPollS cameras are pointed at apple flowers during bloom.

AutoPollS deployed in a pollinator meadow alongside a cranberry marsh.

A zinnia flower being monitored by an AutoPollS camera while a hoverfly, Eristalis tenax, visits the flower.

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BeeMachine @beemachine.ai · 09/04/2026

Check out our new maps and BeeMachine's Observatory! Filter sightings and see where other BeeMachine users have seen your favorite bees.

BeeMachine website screenshot with global map of hex cells representing bee sighting densities.

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BeeMachine @beemachine.ai · 08/04/2026

We're letting loose a big update on BeeMachine web & mobile. A lot of new features including much improved mapping, a Community Projects feature to coordinate collaborative projects, and a Verification Hub for our expert users to more easily verify BeeMachine predictions. Let us know what you think!

Graphic that says "Update Time!" and lists new features of BeeMachine: Community Projects, Observatory, Verification Hub, and more.

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Nigel Raine @nigeleraine.bsky.social · 05/02/2026

New DNA metabarcoding results show the distribution of cavity nesting #bees & #wasps, & their food sources, from schools across 🇨🇦. This community science work, led by Sage Handler, reveals network links among plants, #pollinators, parasites, predators & prey doi.org/10.3897/mbmg... @mbmg.pensoft.net

Leafcutter bee visiting a pink flower to collect nectar (photo taken by Sage Handler)

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NPR @npr.org · 01/10/2025

Today marks the first day in public media’s history without federal funding. And we’re not going anywhere. Listeners like you keep our mission alive. Protect one of the last places where America comes together to hear itself. Stand with us today. Donate at this link: n.pr/46wamAj

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BeeMachine @beemachine.ai · 08/09/2025

Make sure to get the latest update for Android and iOS! BeeMachine mobile now includes location and date in the classification process for improved accuracy. You can also share images from your image gallery straight to BeeMachine.

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BeeMachine @beemachine.ai · 04/06/2025

BeeMachine now uses 🗺️location & 📆date to improve predictions. These details allow BeeMachine to better distinguish b/w similar looking species & provide IDs that are more relevant to your area. Now active on the web & coming soon to mobile. Give it a try and let us know what you think!

World map showing a yellow map marker representing the location of a bee sighting

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Margarita Lopez-Uribe @mmlopezu.bsky.social · 29/04/2025

I am so excited about this upcoming publication about the Bees of Pennsylvania! 🐝 Stay tuned; we will have a page online where you can purchase this book in July! @nashturley.bsky.social @napoleonicento.bsky.social @stephanidae.bsky.social

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Dr. Emily Dolson @emilydolson.bsky.social · 29/01/2025

This seems like the perfect occasion for my favorite fun fact about Volterra! From his wikipedia page: "In 1922, he joined the opposition to the Fascist regime of Benito Mussolini and in 1931 he was one of only 12 out of 1,250 professors who refused to take a mandatory oath of loyalty."

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John M. Mola @johnmola.bsky.social · 29/01/2025

New research on how non-native honeybees alter visitation networks in a peri-urban environment. authors.elsevier.com/sd/article/S...

authors.elsevier.com

ScienceDirect.com | Science, health and medical journals, full text articles and books.

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Ran Blekhman @blekhman.bsky.social · 14/01/2025

Yes, they can hallucinate papers that don't exist, discuss results that seem to be imaginary, and can be confusing and inconsistent. But talking to tenured professors may still be helpful

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Markus Eichhorn @markuseichhorn.bsky.social · 06/01/2025

Land-use change reduces bee diversity at local scales, but the impacts of agriculture and urbanisation differ at regional scales. Agriculture has more negative effects overall. onlinelibrary.wiley.com/doi/10.1111/... 🧪 🌏 🌐

(a) Map showing locations of 157 studies included, and the proportion of natural, agricultural, and urban habitats sampled within the study. Pie size is proportional to the number of sampled sites in each study, ranging from 1 to 368. The density plot indicates the distribution of the studied assemblages (n = 3117) along the latitudinal gradient. (b–d) Diversity changes relative to values of natural habitats, with each panel showing responses of one diversity metric: (b) α-, (c) β-, and (d) γ-diversity. Point estimates represent model predictions of each land use based on fixed effects only, while error bars are 95% confidence intervals. The estimations of α-diversity were obtained by holding other covariates at the mean or mode values. For β- and γ-diversity, the estimation reflects a standardized sampling study with all assemblages having 100% sampling completeness, and other covariates at the mean or mode values. Small letters above error bars indicate results from pairwise comparisons, with different letters representing different groups. *Indicates that the pairwise comparisons included marginally nonsignificant results (p = 0.06).

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BeeMachine @beemachine.ai · 06/10/2024

Pretty sweet stache on this Southern Plains bumble bee. Bombus fraternus

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BeeMachine @beemachine.ai · 03/10/2024

Map bug fixed for iOS devices! Get the update in the App Store

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BeeMachine @beemachine.ai · 01/07/2024

UPDATE: BeeMachine is now available in 40 different languages!🔓🌐

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BeeMachine @beemachine.ai · 18/04/2024

t-SNE visualization of the 354 pollinator taxa in the latest BeeMachine algorithm. Each point represents a test image and clusters represent images with similar learned features. Labels are placed over the class centroid. Points are color coded by taxa.

Graph showing t-SNE visualization of bee and other pollinators illustrating how learned features are grouped by taxa

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BeeMachine @beemachine.ai · 15/04/2024

⚡️Important #update for BeeMachine users⚡️This update helps with "lost" sightings and with performance issues on Android devices.

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Brian Spiesman @brianspiesman.bsky.social · 30/01/2024

Undergrad summer internships available in the REEU program at K-State! Gain research experience & learn about cutting edge technology in ag/plant sciences. Lots of projects to choose from including computer vision and #AI for #pollinator monitoring. www.plantpath.k-state.edu/academics/un...

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Tomer Ullman @tomerullman.bsky.social · 30/11/2023

asking for an image of a professor and asking to make it "more professor", a thread.

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Brian Spiesman @brianspiesman.bsky.social · 25/07/2023

Did you know that the BeeMachine mobile app supports multiple languages? Learn about bees in: 日本語 Español Français Italiano English More languages coming soon!

The BeeMachine Bee saying hello in Italian, French, Spanish, Japanese, and English.

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Brian Spiesman @brianspiesman.bsky.social · 25/07/2023

Help us track bee populations around the world. BeeMachine is our citizen science app for AI-based bee identification. Just take a picture of a bee and BeeMachine will do the rest. Your sightings will contribute to a database that we can use to develop conservation strategies for bees.

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Brian Spiesman @brianspiesman.bsky.social · 24/07/2023

Negotiating access. Brown belted bumble bee and two-spotted longhorn meeting on a Gaillardia flower

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