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Leighton Welch, CTO and Co-Founding father of Tracer – Interview Sequence

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Leighton Welch, CTO and Co-Founding father of Tracer – Interview Sequence


Leighton Welch is CTO and co-founder of Tracer. Tracer is an AI-powered instrument that organizes, manages, and visualizes advanced information units to drive sooner, extra actionable enterprise intelligence. Previous to changing into the Chief Know-how Officer at Tracer, Leighton was the Director of Client Insights at SocialCode, and the VP of Engineering at VaynerMedia. He has spent his profession pioneering within the advert tech ecosystem, operating the primary ever Snapchat Advert and consulting on industrial APIs for a number of the world’s largest platforms. Leighton graduated from Harvard in 2013, with a level in Laptop Science and Economics.

Are you able to inform us extra about your background and the way your experiences at Harvard, SocialCode, and VaynerMedia impressed you to co-found Tracer?

The unique thought got here a decade in the past. A childhood buddy of mine rang me on a Friday evening. He was scuffling with aggregating information throughout varied social platforms for one among his purchasers. He figured this might be automated, so he enlisted my assist since I had a background in software program engineering. That’s how I used to be first launched to my now co-founder, Jeff Nicholson.

This was our gentle bulb second: The amount of cash being spent on these campaigns was far outpacing the standard of the software program monitoring these {dollars}. It was a nascent market with a ton of purposes in information science.

We stored constructing analytics software program that might meet the wants of more and more giant and complicated media campaigns. As we hacked away on the drawback, we developed a course of – clear steps from getting the disparate information ingested and contextualized. We realized the method we had been constructing might be utilized to any information set – not simply promoting – and that’s what Tracer is right now: an AI-powered instrument that organizes, manages, and visualizes advanced information units to drive sooner, extra actionable enterprise intelligence.

We’re serving to to democratize what it means to be a “data-driven” group by automating the steps wanted to ingest, join, and manage disparate information units throughout features, offering highly effective BI by means of intuitive reporting and visualizations. This might imply connecting gross sales information to your advertising and marketing CRM, HR analytics to income tendencies, and countless extra purposes.

Are you able to clarify how Tracer’s platform automates analytics and revolutionizes the fashionable information stack for its purchasers?

For simplicity, let’s outline analytics because the answering of a enterprise query by means of software program. In right now’s panorama, there are actually two approaches.

  • The primary is to purchase vertical software program. For CFOs, this is perhaps Netsuite. For the CRO, it is perhaps Salesforce. Vertical software program is nice as a result of it’s end-to-end, it may be hyper specialised, and may simply work out of the field. The limitation of vertical software program is that it’s vertical: in order for you Netsuite to speak to Salesforce, you’re again to sq. one. Vertical software program is full, however it’s not versatile.
  • The second strategy is to purchase horizontal software program. This is perhaps one software program for information ingestion, one other for storage, and a 3rd for evaluation. Horizontal software program is nice as a result of it will probably deal with just about something. You can actually ingest, retailer and analyze each your Salesforce and Netsuite information by means of this pipeline. The limitation is that it must be put collectively, maintained, and nothing works “out of the field.” Horizontal software program is versatile, however it’s not full.

We provide a 3rd strategy by making a platform that mixes the applied sciences essential to report on something, made accessible sufficient to work out of the field with none engineering assets or technical overhead. It’s versatile and full. Tracer is probably the most highly effective platform available on the market that’s each utility agnostic, and end-to-end.

Tracer processed on the order of 10 petabytes of information final month. How does Tracer deal with such an enormous quantity of information effectively?

Scale is extremely necessary in our world, and it has at all times been a precedence at Tracer even to start with days. To course of this quantity of information, we leverage quite a lot of finest in school applied sciences and keep away from reinventing the wheel the place we don’t must. We’re extremely happy with the infrastructure we’ve constructed, however we’re additionally fairly open about it. In truth, our structure program is printed on our web site.

What we are saying to companions is that this: It’s not that your in-house engineering groups aren’t able to constructing what we’ve constructed; somewhat, they shouldn’t need to. We’ve assembled the items of the fashionable information stack for you. The framework is environment friendly, battle-tested, and modular for us to dynamically evolve with the panorama.

Quite a lot of companions will come to us trying to unlock engineering assets to deal with greater strategic initiatives. They use Tracer’s structure as a method to an finish. Having a database doesn’t reply enterprise questions. Having an ETL pipeline doesn’t reply enterprise questions. The factor that basically issues is what you’re in a position to do with that infrastructure as soon as it’s been put collectively. That’s why we constructed Tracer – we’re your shortcut to getting solutions.

Why do you imagine structured information is important for AI, and what benefits does it present over unstructured information?

Structured information is important for AI as a result of it permits for handbook human interplay, which we imagine is an integral part to efficient outputs. That being stated, in right now’s ecosystem, we are literally higher geared up than ever earlier than to leverage the insights in unstructured information and beforehand arduous to entry codecs (paperwork, photos, movies, and so on.).

So for us, it’s about offering a platform by means of which further context will be integrated from the people who find themselves most conversant in the underlying datasets as soon as that information has been made accessible. In different phrases, it’s unstructured information → structured information → Tracer’s context engine → AI-driven outputs. We sit in between and permit for a more practical suggestions loop, and for handbook intervention the place vital.

What challenges do firms face with unstructured information, and the way does Tracer assist overcome these challenges to enhance information high quality?

With no platform like Tracer, the problem with unstructured information is all about management. You feed information into the mannequin, the mannequin spits out solutions, and you’ve got little or no alternative to optimize what’s occurring contained in the black field.

Say for instance you wish to decide probably the most impactful content material in a media marketing campaign. Tracer may use AI to assist present metadata on all of the content material that was run within the advertisements. It additionally may use AI to supply final mile analytics for getting from a extremely structured dataset to that reply.

However in between, our platform permits customers to attract the connections between the media information and the dataset the place the outcomes reside, extra granularly outline “impactful,” and clear up the categorizations performed by the AI. Basically, we’ve abstracted and productized the steps, with a view to take away the black field. With out AI, there’s much more work that needs to be performed by the human in Tracer. However with out Tracer, AI can’t get to the identical high quality of reply.

What are a number of the key AI-based applied sciences Tracer makes use of to reinforce its information intelligence platform?

You possibly can consider Tracer throughout three core product classes: Sources, Content material, and Outputs.

  • Sources is a instrument used to automate the ingestion, monitoring and QA of disparate information.
  • Context is a drag and drop semantic layer for the group of information after it’s been ingested.
  • Outputs is the place you possibly can reply enterprise questions on high of contextualized information.

At Tracer we don’t see AI as a substitute for any of those steps; as an alternative, we see AI as one other type of tech that every one three classes can leverage to increase what will be automated.

For instance:

  • Sources: Leveraging AI to assist construct new API connectors to lengthy tail information sources not out there by means of our associate catalog.
  • Context: Leveraging AI to wash up metadata previous to operating tag guidelines. For instance, cleansing up variations of publication names in each language.
  • Outputs: Leveraging AI as a drop-in substitute for dashboards the place the enterprise use case is exploratory, somewhat than a hard and fast set of KPIs that should be reported on repeatedly.
  • AI permits us to realize most of these purposes in methods which can be each easy and accessible.

What are Tracer’s plans for future growth and innovation within the information intelligence house?

Tracer is an aggregator of aggregators. Our companions will lean on us for particular purposes inside groups and features, or to be used in cross-functional enterprise intelligence. The fantastic thing about Tracer is that whether or not you’re leveraging us for making higher selections together with your media spend and inventive, or constructing dashboards to hyperlink disparate metrics from provide chain to gross sales and every little thing in between, the constructing blocks are constant.

We’re seeing organizations who formally relied on us inside one space of the enterprise (e.g., media and advertising and marketing), increase purposes to elsewhere within the enterprise. So the place our major clients had been formally senior media executives, or company companions, lately we work throughout the org, partnering with CIOs, CTOs, information scientists, and enterprise analysts. We’re persevering with to construct out our instruments to accommodate for increasingly more purposes and personas, all whereas making certain the core tech is scalable, versatile, and accessible for non-technical customers.

Thanks for the nice interview, readers who want to be taught extra ought to go to Tracer.

INNOSPACE to Launch Brazilian Satellites and Inertial System on HANBIT-Nano Rocket

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INNOSPACE to Launch Brazilian Satellites and Inertial System on HANBIT-Nano Rocket


INNOSPACE to Launch Brazilian Satellites and Inertial System on HANBIT-Nano Rocket

by Riko Seibo

Tokyo, Japan (SPX) Might 31, 2024






INNOSPACE, a South Korean personal spaceflight startup producing small satellite tv for pc launch automobiles, has signed new launch service agreements with the Federal College of Maranhao (UFMA) and Castro Leite Consultoria LTDA (CLC). This mission will use the HANBIT-Nano launch car from the Alcantara Area Middle in Brazil within the first half of 2025.



The mission will deploy picosatellites developed by DARTilab and BAITES, Brazilian analysis institutes concerned within the mission by way of a contract with UFMA. The college leads the Alcantara Scientists Mission in Maranhao, Brazil.



“The partnership with INNOSPACE for the launch of the picosatellite is a historic milestone, which can present the residents of Alcantara with the distinctive alternative to actively take part within the development of science and area exploration. We’re excited as a result of with this endeavor we spotlight the significance of inclusion and respect for native communities in large-scale initiatives that drive technological progress, in addition to encourage neighborhood unity and delight. We hope that this initiative will encourage the younger folks of Alcantara and contribute to the emergence of recent alternatives for data within the area,” mentioned UFMA.



Underneath the settlement, INNOSPACE’s HANBIT-Nano will carry a payload, an inertial system developed by CLC. CLC is an engineering consulting service supplier specializing in aerospace, protection, and inertial techniques with a decade of expertise in Brazil.



“It is a superb alternative to qualify our merchandise for an area flight. It will add worth to each our tools and the technique of testing,” mentioned CLC.



“It’s totally significant to be chosen by Brazilian clients, as this mission might be INNOSPACE’s first business launch and the maiden flight of its HANBIT-Nano rocket after efficiently launching our first check launch car, HANBIT-TLV, from the Alcantara Area Middle in Brazil on March 19, 2023 (BRT),” mentioned Soojong Kim, founder and CEO of INNOSPACE. “INNOSPACE’s precedence for HANBIT is to help clients who share an modern imaginative and prescient for area, and we’re proud to supply them with the launch providers required to attain their targets.”


Associated Hyperlinks

INNOSPACE

Rocket Science Information at Area-Journey.Com



High 10 Power Saving Devices for Your Sensible Dwelling (2024)

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High 10 Power Saving Devices for Your Sensible Dwelling (2024)





High 10 Power Saving Devices for Your Sensible Dwelling (2024)





Elevated consumption of vitality has led folks to seek out methods to advertise sustainability, cut back environmental affect, implement inexperienced expertise, and save on prices too. With superior expertise, the usage of many energy-saving devices is an environment friendly approach to promote that.

These energy-saving gadgets, comparable to Photo voltaic-Powered Devices LED lighting, and Energy Strips, assist to scale back environmental air pollution from the usage of tech in properties. Their affect on preserving pure sources and reducing your prices, comparable to electrical energy payments have made these gadgets a should on this period of speedy sensible tech in properties.

In keeping with a International Information Wire article primarily based on Enterprise Analysis Firm’s analysis report, sensible expertise devices for properties are anticipated to develop as much as $205 billion by 2026. This additionally contains devices that assist to keep up sustainability by way of saving prices and vitality consumption.

Furthermore, whereas sensible gagdets are helpful when it comes monitoring vitality utilization and saving prices, they’re an funding by itself. One different level to notice is, they require a high-speed web for connection and utilization at residence.

Professional Tip: We propose having a seamless connection in order that your sensible tech doesn’t trigger frustration. This might imply that your sensible lights could cease working or your thermostats don’t regulate because of a connection problem with your private home assistants. Top-of-the-line choices you may go for is Optimum. You possibly can click on right here to seek out out extra about their plans; you’ll be able to select the one which fits your utilization at residence and proceed your energy-saving journey.

With that in examine, you’ll be able to undergo our record of 10 strategies to save lots of vitality and respective energy-saving devices that each family will need to have to save lots of non-renewable vitality, like gasoline for electrical energy, and shift to energy-efficient devices. You can even skip to the one you need to find out about first by way of the next record.

High 10 Power Saving Strategies & Devices to Get

Power Monitor

Energy Monitor for Home

Supply: expresselectricalservices.com

An vitality monitor is a compact gadget that retains observe of details about your vitality consumption simply by connecting it to your electrical energy meter. This vitality monitor gives you with the small print on historic knowledge in addition to real-time prices.

It additionally retains a examine on the person equipment vitality use and tracks your vitality utilization patterns that will aid you optimize whole vitality utilization and save on prices.

One gadget that does this all for you is the Smappee Infinity gadget. This gadget promotes sustainability and screens vitality consumption, comparable to vitality, water, gasoline, and photo voltaic. Customers can entry this by way of an intuitive dashboard and user-friendly app on their smartphones.

This app can retailer knowledge for 3 years and is appropriate with many third-party purposes. Lastly, Smappee has many different vitality monitoring devices, which will help you discover the invisible vitality consumption areas of the house or objects too.

Sensible Dimmer Switches

A contemporary and cost-effective possibility for lighting management in your sensible house is the sensible dimmer swap. These switches let customers management the brightness ranges of the lights by way of voice management or with their telephones. Scheduling the sunshine management with the combination of sensible residence gadgets has helped customers obtain peace of thoughts by saving vitality.

A extensively used product is the TP-Hyperlink Kasa Sensible Wi-Fi Dimmer HS220. With this, you’ll be able to customise your lighting. The set up is simple with guided assist. The dimmer has voice management choices and a “Light Off”mode that permits you to fade bed room lights when your youngsters go to sleep otherwise you exit a room. The plus level is that you would be able to management this from anyplace.

Plug-in Sensible Outlet

All these conventional electrical retailers could be changed into a related middle by way of a plug-in sensible outlet. These gadgets with connectivity to the telephone permit customers to handle related home equipment by way of voice management or an app.

These plug-ins are vitality environment friendly and aid you create an environmentally pleasant sensible residence.

Kasa is as soon as once more the selection. It has many sensible devices primarily based on retailers serving to you observe and maintain vitality consumption at bay. The Kasa Sensible Wi-Fi Energy Outlet is a Wi-Fi-based plug-in that may join with Google Dwelling and Alexa.

With its compact design, distant management, and vitality monitoring function, customers can comfortably use it from anyplace. There’s additionally an “Away” mode, which will help you save energy when you’re not at residence.

Programmable thermostats

Programmable thermostats

Supply: thespruce.com

These thermostats are easy gadgets with a smartphone connectivity possibility and distant management that permits customers to handle temperature. They’re energy-efficient gadgets by way of which customers can management heating and cooling techniques and also can handle the schedule of their each day lives.

One of the vital in style sensible thermostats is the Google Nest Thermostat, which will help you save nearly 15% in your electrical energy payments. This gadget works suitably with HVAC followers and warmth pumps and any energy provide is probably not necessary- a bonus, proper? Linking it with different Nest techniques like residence safety and plenty of extra makes it extra interesting.

LED Bulbs

An important and in style energy-saving alternative is the LED bulb. These bulbs are recognized for his or her ultra-energy-saving function. As a consequence of their lengthy lifespan, LED bulbs devour lower than 60% of the vitality as in comparison with commonplace bulbs.

One of many main firms in these sensible LED lighting is Philips Hue, which presents clients totally different shapes and colours of those bulbs. The Philips Hue system could be managed with an app or voice management.

These merchandise additionally present connectivity with different sensible residence gadgets, like residence assistants. To place it merely, they’re very appropriate gadgets- simple to make use of and set up.

Sensible Movement Detectors

These sensible, hi-tech, modern gadgets enhance safety in properties. These detectors detect actions by way of sensors can set off alarms and ship alerts to customers by way of their smartphones. Sensible movement detectors can detect numerous sorts of actions, maintaining observe of real-time movement.

Making certain dependable efficiency, these sensible detectors also can join with many different sensible gadgets in your house, like LED bulbs. One of the vital generally used movement detectors is the GoveeLife Sensible Wi-fi Movement Sensor, which has an angle of 120 levels and might management as much as 50 Govee gadgets.

Sensible Sprinkler Controller

Smart Sprinkler Controller

Supply: nytimes.com

Sensible Sprinkler Controller- an clever helper to your backyard and yard that’s environment friendly in its water administration. Primarily based on real-time soil circumstances or climate, this gadget schedules the watering time. It may be a sensible buddy to your vegetation that ensures a plant will get sufficient water.

The Rachio 3 is a superb Sprinkler Controller gadget that ensures your backyard at all times stays recent and inexperienced whereas controlling the water invoice and saving vitality, making it an amazing alternative for plant lovers.

Eco Chargers

Eco chargers are environment-friendly chargers and a sustainable possibility to scale back electrical energy payments. These chargers cut back vitality consumption throughout charging. Additionally they have a function of powering off when not in use.

It presents probably the most sustainable strategy for powering electrical devices.

Designed to reduce the electrical energy load that contributes to offering an eco-friendly environment are the Nimble’s Eco Wall Chargers. These chargers are produced from recycled plastic, which is a plus with regards to decreasing carbon footprint.

Tankless Water Heaters

Tankless water heaters save vitality by not saving up standby warmth loss. These tanks are transportable, compact, and appropriate for small areas. These water heaters work on demand by supplying scorching water every time it’s wanted.

They last more than an abnormal water tank, assist in decreasing vitality, and improve the effectivity of the water heating system. One of many high manufacturers within the U.S. for these tankless water heaters is Rinnai, which helps get monetary savings by utilizing much less vitality and offering higher worth.

Thermal Insulated Door

Thermal Insulated Door

These doorways are wanted when there’s a necessity to offer a barrier in opposition to local weather. These doorways are principally utilized in buildings that play a necessary position in sustaining constructing effectivity in the direction of temperature. These doorways cut back the quantity of warmth switch from outdoor to indoors and supply a snug indoor atmosphere.

Giving partial soundproofing high quality and decreasing vitality consumption are its most necessary options. Its hottest instance is the Magzo Magnetic Thermal Insulated Door Curtain. That is simple to put in and is greatest for winter occasions. It retains the home heat for longer occasions.

Pricing & Availability of the High 10 Power Saving Devices

High Power-Saving Gadgets Pricing Availability
Smappee Infinity Beginning at $249 Amazon
TP-Hyperlink Kasa Sensible Wi-Fi Dimmer HS220 $19.00 Amazon
Kasa Sensible Wi-Fi Energy Outlet $29.99 Amazon
The Google Nest Thermostat Beginning at $99.99 Amazon
Philips Hue LED Bulb Beginning at $30.99 Amazon
GoveeLife Sensible Wi-fi Movement Sensor $12.99 Amazon
Rachio 3r Sensible Sprinkler Controller 4 zone: $149.998 zone: $199.99

16 zone: $249.99

 AtRachio
Nimble’s Eco-Pleasant Wally 65W USB-C Twin Wall Charger $52.95 (with out sale worth) Atgonimble
Rinnai Tankless Water Heaters

(many variants)

 Vary from $700 to $2500 The Dwelling Depot & Amazon
Magzo Magnetic Thermal Insulated door (3 sizes) $45.98 Amazon

Conclusive Be aware

Power-saving gadgets are enjoying a significant position in making this world environment-friendly and pollution-free. It’s aiding within the decreased manufacture of electrical energy from pure sources, like coal and gasoline, plus the usage of gasoline.

Whether or not it’s a solar-powered gadget or an LED gentle, these sensible gadgets improve effectivity, assist get monetary savings on electrical payments, and are impacting our lives by giving us the consolation of their connectivity to different gadgets that allow us management every thing with a tap-only.

ios – SwiftUI Lists Not Displaying in ShoppingListView Regardless of Profitable Knowledge Loading

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ios – SwiftUI Lists Not Displaying in ShoppingListView Regardless of Profitable Knowledge Loading


I am engaged on a SwiftUI venture the place I’ve a ShoppingListView that masses and shows purchasing lists from Firestore. The info appears to load appropriately primarily based on print statements within the console, however the lists will not be displaying up within the UI.

Right here’s a breakdown of what’s taking place:

Knowledge Loading (loadLists Perform):

func loadLists() {
    isLoading = true
    print("🔄 loadLists: Inicio de la carga de listas.")

    guard let uid = Auth.auth().currentUser?.uid else {
        print("❌ loadLists: No se encontró UID del usuario.")
        return
    }

    let manualRef = Firestore.firestore().assortment("iFoodList").doc(uid)
    let premiumRef = Firestore.firestore().assortment("PaidShoppingLists").doc(uid)

    let group = DispatchGroup()
    var combinedLists: [String: [(item: Any, creationDate: Date?)]] = [:]

    group.enter()
    manualRef.getDocument { doc, error in
        defer { group.go away() }
        if let doc = doc, doc.exists, let knowledge = doc.knowledge() {
            combinedLists.merge(self.parseListData(knowledge, listType: .handbook)) { present, _ in present }
        } else {
            print("⚠️ loadLists: La lista 'Nueva 1' no tiene elementos para cargar.")
        }
    }

    group.enter()
    premiumRef.getDocument { doc, error in
        defer { group.go away() }
        if let doc = doc, doc.exists, let knowledge = doc.knowledge() {
            combinedLists.merge(self.parseListData(knowledge, listType: .premium)) { present, _ in present }
        } else {
            print("⚠️ loadLists: La lista 'Nueva 1' no tiene elementos para cargar.")
        }
    }

    group.notify(queue: .primary) {
        self.lists = combinedLists
        self.isLoading = false
        print("🔄 loadLists: Listas cargadas exitosamente.")
    }
}

Knowledge Parsing (parseListData Perform):

func parseListData(_ knowledge: [String: Any], listType: ListType) -> [String: [(item: Any, creationDate: Date?)]] {
    var parsedLists: [String: [(item: Any, creationDate: Date?)]] = [:]

    for (listName, listItems) in knowledge {
        if let listData = listItems as? [String: Any], let creationDate = listData["creationDate"] as? Timestamp {
            let itemsArray = (listData["items"] as? [[String: Any]]) ?? []
            let listing = itemsArray.compactMap { itemData -> (Any, Date?)? in
                if listType == .handbook {
                    if let title = itemData["title"] as? String {
                        return (ListTextField(id: itemData["id"] as? String ?? UUID().uuidString,
                                              title: title,
                                              subtitle: itemData["subtitle"] as? String ?? "",
                                              isChecked: itemData["isChecked"] as? Bool ?? false), 
                                creationDate.dateValue())
                    }
                } else if let name_es = itemData["name_es"] as? String, let name_en = itemData["name_en"] as? String {
                    return (Product(id: itemData["id"] as? String ?? UUID().uuidString,
                                    knowledge: itemData), 
                            creationDate.dateValue())
                }
                return nil
            }
            if !listing.isEmpty {
                parsedLists[listName] = listing
            }
        }
    }
    return parsedLists
}

UI Code (ShoppingListView):

var physique: some View {
    NavigationView {
        ZStack {
            if isLoading {
                ProgressView()
            } else {
                if lists.isEmpty {
                    Textual content("No lists obtainable.")
                } else {
                    Checklist {
                        ForEach(Array(lists.keys.sorted()), id: .self) { listName in
                            NavigationLink(vacation spot: destinationView(for: listName)) {
                                Textual content(listName)
                            }
                        }
                    }
                }
            }
        }
        .onAppear(carry out: loadLists)
    }
}
ViewModel:
import SwiftUI
import Mix
import FirebaseFirestore

class ListViewModel: ObservableObject {
    @Revealed var lists: [String: [(item: Any, creationDate: Date?)]] = [:]
    @Revealed var isLoading: Bool = false
    @Revealed var errorMessage: String? = nil

    non-public var cancellables = Set()

    func loadLists() {
        isLoading = true
        print("🔄 loadLists: Inicio de la carga de listas.")

        guard let uid = Auth.auth().currentUser?.uid else {
            print("❌ loadLists: No se encontró UID del usuario.")
            self.isLoading = false
            self.errorMessage = "No consumer ID discovered."
            return
        }

        let manualRef = Firestore.firestore().assortment("iFoodList").doc(uid)
        let premiumRef = Firestore.firestore().assortment("PaidShoppingLists").doc(uid)

        let group = DispatchGroup()
        var combinedLists: [String: [(item: Any, creationDate: Date?)]] = [:]

        group.enter()
        manualRef.getDocument { doc, error in
            defer { group.go away() }
            if let doc = doc, doc.exists, let knowledge = doc.knowledge() {
                combinedLists.merge(self.parseListData(knowledge, listType: .handbook)) { present, _ in present }
            } else {
                print("⚠️ loadLists: La lista 'Nueva 1' no tiene elementos para cargar.")
            }
        }

        group.enter()
        premiumRef.getDocument { doc, error in
            defer { group.go away() }
            if let doc = doc, doc.exists, let knowledge = doc.knowledge() {
                combinedLists.merge(self.parseListData(knowledge, listType: .premium)) { present, _ in present }
            } else {
                print("⚠️ loadLists: La lista 'Nueva 1' no tiene elementos para cargar.")
            }
        }

        group.notify(queue: .primary) {
            self.lists = combinedLists
            self.isLoading = false
            print("🔄 loadLists: Listas cargadas exitosamente.")
        }
    }

    non-public func parseListData(_ knowledge: [String: Any], listType: ListType) -> [String: [(item: Any, creationDate: Date?)]] {
        var parsedLists: [String: [(item: Any, creationDate: Date?)]] = [:]

        for (listName, listItems) in knowledge {
            if let listData = listItems as? [String: Any], let creationDate = listData["creationDate"] as? Timestamp {
                let itemsArray = (listData["items"] as? [[String: Any]]) ?? []
                let listing = itemsArray.compactMap { itemData -> (Any, Date?)? in
                    if listType == .handbook {
                        if let title = itemData["title"] as? String {
                            return (ListTextField(id: itemData["id"] as? String ?? UUID().uuidString,
                                                  title: title,
                                                  subtitle: itemData["subtitle"] as? String ?? "",
                                                  isChecked: itemData["isChecked"] as? Bool ?? false), 
                                    creationDate.dateValue())
                        }
                    } else if let name_es = itemData["name_es"] as? String, let name_en = itemData["name_en"] as? String {
                        return (Product(id: itemData["id"] as? String ?? UUID().uuidString,
                                        knowledge: itemData), 
                                creationDate.dateValue())
                    }
                    return nil
                }
                if !listing.isEmpty {
                    parsedLists[listName] = listing
                }
            }
        }
        return parsedLists
    }
}

Concern:

Knowledge masses efficiently, as confirmed by print statements (e.g., “🔄 loadLists: Listas cargadas exitosamente”), however the UI doesn’t show the lists.
I think a problem with how SwiftUI updates the UI or handles state.
Questions:

Is there one thing incorrect with how lists is getting used within the UI?
May the issue be associated to the lifecycle of ShoppingListView?

Cybercriminals Exploit Fashionable Software program Searches to Unfold FakeBat Malware

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Cybercriminals Exploit Fashionable Software program Searches to Unfold FakeBat Malware


Aug 19, 2024Ravie LakshmananMalvertising / Cybercrime

Cybercriminals Exploit Fashionable Software program Searches to Unfold FakeBat Malware

Cybersecurity researchers have uncovered a surge in malware infections stemming from malvertising campaigns distributing a loader known as FakeBat.

“These assaults are opportunistic in nature, concentrating on customers searching for standard enterprise software program,” the Mandiant Managed Protection group stated in a technical report. “The an infection makes use of a trojanized MSIX installer, which executes a PowerShell script to obtain a secondary payload.”

FakeBat, additionally known as EugenLoader and PaykLoader, is linked to a risk actor named Eugenfest. The Google-owned risk intelligence group is monitoring the malware below the title NUMOZYLOD and has attributed the Malware-as-a-Service (MaaS) operation to UNC4536.

Cybersecurity

Assault chains propagating the malware make use of drive-by obtain strategies to push customers looking for standard software program towards bogus lookalike websites that host booby-trapped MSI installers. Among the malware households delivered by way of FakeBat embody IcedID, RedLine Stealer, Lumma Stealer, SectopRAT (aka ArechClient2), and Carbanak, a malware related to the FIN7 cybercrime group.

“UNC4536’s modus operandi entails leveraging malvertising to distribute trojanized MSIX installers disguised as standard software program like Courageous, KeePass, Notion, Steam, and Zoom,” Mandiant stated. “These trojanized MSIX installers are hosted on web sites designed to imitate respectable software program internet hosting websites, luring customers into downloading them.”

FakeBat Malware

What makes the assault notable is the usage of MSIX installers disguised as Courageous, KeePass, Notion, Steam, and Zoom, which have the flexibility to execute a script earlier than launching the primary software by way of a configuration known as startScript.

UNC4536 is actually a malware distributor, that means FakeBat acts as a supply car for next-stage payloads for his or her enterprise companions, together with FIN7.

“NUMOZYLOD gathers system data, together with working system particulars, area joined, and antivirus merchandise put in,” Mandiant stated. “In some variants, it gathers the general public IPv4 and IPv6 deal with of the host and sends this data to its C2, [and] creates a shortcut (.lnk) within the StartUp folder as its persistence.”

Cybersecurity

The disclosure comes slightly over a month after Mandiant additionally detailed the assault lifecycle related to anther malware downloader named EMPTYSPACE (aka BrokerLoader or Vetta Loader), which has been utilized by a financially motivated risk cluster dubbed UNC4990 to facilitate knowledge exfiltration and cryptojacking actions concentrating on Italian entities.

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