#conference alerts

[iferpconference]

International Conference 2025 – Register Now for a Global Experience!

Be part of the International Conference 2025, where global experts, researchers, and academicians gather to discuss groundbreaking ideas. Network with top experts, share your research and learn fresh insights. Participate in seminars led by experts to expand your knowledge. IFERP Academy invites you to experience this transformative event—secure your spot today and take your research to the next level.

[conferencealerts-org]

Importance of faculty development program in conference

Faculty development programs within conferences play a significant role in advancing the capabilities, knowledge, and effectiveness of educators. Here are several key reasons why faculty development programs are important within conferences:

Professional Growth and Skill Enhancement: Faculty development programs offer opportunities for educators to enhance their teaching skills, pedagogical techniques, and classroom management strategies. Workshops, seminars, and training sessions conducted during conferences provide valuable insights, best practices, and hands-on experiences that contribute to professional growth.

Keeping Abreast of Latest Trends and Research: Conferences often feature sessions focused on the latest trends, research findings, and innovations in various fields. Faculty development programs within conferences enable educators to stay updated with current developments, emerging technologies, and cutting-edge practices relevant to their disciplines. This helps them incorporate new knowledge and approaches into their teaching and research activities.

Networking and Collaboration: Faculty development programs within conferences create networking opportunities for educators to connect with peers, experts, and professionals from diverse backgrounds. These interactions facilitate knowledge sharing, collaboration on research projects, and the exchange of ideas and best practices. Networking also leads to potential partnerships, joint initiatives, and collaborative opportunities beyond the conference.

Promoting Interdisciplinary Learning: Conferences often bring together educators from different disciplines and institutions. Faculty development programs within conferences encourage interdisciplinary learning and collaboration by exposing educators to a range of perspectives, methodologies, and approaches from various fields. This interdisciplinary exchange fosters creativity, innovation, and holistic approaches to teaching and research.

Enhancing Research and Scholarship: Many faculty development programs within conferences focus on research methodologies, scholarly writing, and publication strategies. These programs support educators in conducting high-quality research, writing research papers, submitting proposals, and getting published in reputable journals. This emphasis on research and scholarship contributes to the advancement of knowledge within academic communities.

Addressing Challenges and Solutions: Faculty development programs within conferences often include sessions dedicated to addressing common challenges faced by educators, such as student engagement, assessment strategies, technology integration, diversity and inclusion, and academic leadership. These programs provide practical solutions, tools, and resources to help educators overcome obstacles and improve their professional practice.

Continuous Learning and Improvement: Faculty development programs within conferences promote a culture of continuous learning and improvement among educators. By participating in workshops, attending sessions, and engaging in discussions, faculty members acquire new skills, gain fresh perspectives, and reflect on their teaching practices. This ongoing learning process contributes to enhanced teaching effectiveness, student learning outcomes, and overall academic quality.

In summary, faculty development programs within conferences are crucial for empowering educators, fostering collaboration and innovation, advancing research and scholarship, and promoting continuous improvement in higher education. These programs contribute significantly to the professional development and success of faculty members, ultimately benefiting students and the broader academic community.

[allconferencealerts]

Register Conference in USA 2024 - List of Popular States!

Embark on a journey of learning, networking, and professional growth as we unveil the exciting world of conferences set to unfold across the United States in 2024.

With a diverse array of topics, speakers, and locations, these conferences promise to be dynamic platforms for exchanging ideas, gaining insights, and forging valuable connections.

Join us as we delve into the list of popular states hosting conferences in USA in 2024, offering attendees a unique opportunity to explore the forefront of innovation, research, and industry trends.

Major Conference Cities in USA:

Austin

Boston

California

Charleston

Charlotte

Chicago

Columbus

Dallas

Denver

Florida

Hartford

Hawaii

Las Vegas

Los Angeles

Miami

Nashville

New Orleans

New York

Oakland

Oklahoma City

Orlando

Philadelphia

Phoenix

Portland

San Antonio

San Diego

Seattle

springfield

Texas

Texas

Tucson

washington-dc

wilmington

Upcoming conferences in the USA for 2024 present a myriad of opportunities for professionals, scholars, and enthusiasts to engage in meaningful discourse, expand their knowledge, and cultivate valuable connections.

With popular states across the country serving as hosts, attendees have the chance to explore a diverse range of topics and industries, from technology and healthcare to entrepreneurship and beyond.

By registering for conferences in these popular states, participants can immerse themselves in the dynamic landscape of innovation, research, and collaboration that defines the conference experience in the USA.

Don't miss out on the chance to be a part of these transformative events – register today and embark on a journey of discovery and growth with All Conference Alert.

[way2conferencealert]

Conference alerts play a crucial role in keeping professionals, researchers, and academics informed about upcoming events in their respective fields. These alerts serve as a valuable resource for individuals seeking opportunities to participate in conferences, workshops, and seminars. By subscribing to conference alert services, attendees can stay updated on the latest developments, trends, and research in their areas of interest.

[fridayvelvet]

[jcmarchi]

Spot AI introduces the world’s first universal AI agent builder for security cameras

New Post has been published on https://thedigitalinsider.com/spot-ai-introduces-the-worlds-first-universal-ai-agent-builder-for-security-cameras/

Spot AI introduces the world’s first universal AI agent builder for security cameras

Spot AI has introduced Iris, which the company describes as the world’s first universal video AI agent builder for enterprise camera systems.

The tool allows businesses to create customised AI agents through a conversational interface, making it easier to monitor and act on video data from physical settings without the need for technical expertise.

Designed for industries like manufacturing, logistics, retail, construction, and healthcare, Iris builds on Spot AI’s earlier launch of out-of-the-box Video AI Agents for safety, security, and operations. While those prebuilt agents focus on common use cases, Iris gives organisations the flexibility to train agents for more specific, business-critical scenarios.

According to Spot AI, users can build video agents in a matter of minutes. The system allows training through reinforcement—using examples of what the AI should and shouldn’t detect—and can be configured to trigger real-world responses like shutting down equipment, locking doors, or generating alerts.

CEO and Co-Founder Rish Gupta said the tool dramatically shortens the time required to create specialised video detection systems.

“What used to take months of development now happens in minutes,” Gupta explained. Before Iris, creating specialised video detection required dedicated AI/ML teams with advanced degrees, thousands of annotated images, and 8 weeks of complex development,” he explained. “Iris puts that same power in the hands of any business leader through simple conversation with 8 minutes and 20 training images.”

Examples from real-world settings

Spot AI highlighted a variety of industry-specific use cases that Iris could support:

Manufacturing: Detecting product backups or fluid leaks, with automatic responses based on severity.

Warehousing: Spotting unsafe stacking of boxes or pallets to prevent accidents.

Retail: Monitoring shelf stock levels and generating alerts for restocking.

Healthcare: Distinguishing between staff and patients wearing similar uniforms to optimise traffic flow and safety.

Security: Identifying tools like bolt cutters in parking areas to address evolving security threats.

Safety compliance: Verifying whether workers are wearing required safety gear on-site.

Video AI agents continuously monitor critical areas and help teams respond quickly to safety hazards, operational inefficiencies, and security issues. With Iris, those agents can be developed and modified through natural language interaction, reducing the need for engineering support and making video insights more accessible across departments.

Looking ahead

Iris is part of Spot AI’s broader effort to make video data more actionable in physical environments. The company plans to discuss the tool and its capabilities at Google Cloud Next, where Rish Gupta is scheduled to speak during a media roundtable on April 9.

(Image by Spot AI)

See also: ChatGPT hits record usage after viral Ghibli feature—Here are four risks to know first

Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.

Explore other upcoming enterprise technology events and webinars powered by TechForge here.

[genderkoolaid]

Frustrated that people continued to consume so much alcohol even after it was banned, federal officials had decided to try a different kind of enforcement. They ordered the poisoning of industrial alcohols manufactured in the United States, products regularly stolen by bootleggers and resold as drinkable spirits. The idea was to scare people into giving up illicit drinking. Instead, by the time Prohibition ended in 1933, the federal poisoning program, by some estimates, had killed at least 10,000 people. [...] By mid-1927, the new denaturing formulas included some notable poisons—kerosene and brucine (a plant alkaloid closely related to strychnine), gasoline, benzene, cadmium, iodine, zinc, mercury salts, nicotine, ether, formaldehyde, chloroform, camphor, carbolic acid, quinine, and acetone. The Treasury Department also demanded more methyl alcohol be added—up to 10 percent of total product. It was the last that proved most deadly. The results were immediate, starting with that horrific holiday body count in the closing days of 1926. Public health officials responded with shock. “The government knows it is not stopping drinking by putting poison in alcohol,” New York City medical examiner Charles Norris said at a hastily organized press conference. “[Y]et it continues its poisoning processes, heedless of the fact that people determined to drink are daily absorbing that poison. Knowing this to be true, the United States government must be charged with the moral responsibility for the deaths that poisoned liquor causes, although it cannot be held legally responsible.” His department issued warnings to citizens, detailing the dangers in whiskey circulating in the city: “[P]ractically all the liquor that is sold in New York today is toxic,” read one 1928 alert. He publicized every death by alcohol poisoning. He assigned his toxicologist, Alexander Gettler, to analyze confiscated whiskey for poisons—that long list of toxic materials I cited came in part from studies done by the New York City medical examiner’s office. Norris also condemned the federal program for its disproportionate effect on the country’s poorest residents. Wealthy people, he pointed out, could afford the best whiskey available. Most of those sickened and dying were those “who cannot afford expensive protection and deal in low grade stuff.” And the numbers were not trivial. In 1926, in New York City, 1,200 were sickened by poisonous alcohol; 400 died. The following year, deaths climbed to 700. These numbers were repeated in cities around the country as public-health officials nationwide joined in the angry clamor. Furious anti-Prohibition legislators pushed for a halt in the use of lethal chemistry. “Only one possessing the instincts of a wild beast would desire to kill or make blind the man who takes a drink of liquor, even if he purchased it from one violating the Prohibition statutes,” proclaimed Sen. James Reed of Missouri.

This isn't particularly relevant to anything specific. I just wanted to remind everyone this is something the US government did.

[wystiix]

My little son's life is in danger!!!

please save my son's life, as he cannot breathe and there is no treatment in the hospital and my son's condition is very critical.

My Compaign verfied by 90 ghost, north Gaza updated and butterfly project line no 406

My Compaign link/https://www.gofundme.com/f/save-the-life-of-an-innocent-child

Please save my life's son, Donate & Reblog

Thanks 🙏

!!

[iferpconference]

Expand Your Institution’s Reach with IFERP Membership

Unlock new possibilities with Institutional Membership in Chennai, Tamil Nadu. Institutions have access to a multitude of research tools, academic partnerships, and professional development opportunities thanks to this special membership. Increase the visibility of your university, make connections with professionals, and maintain your lead in the ever-changing academic environment. Join now IFERP to take advantage of unmatched advantages and support the worldwide flow of knowledge.

[conferencesked]

Navigating the World of Knowledge: Unveiling the Wonders of Conferencesked.com

In today's fast-paced and ever-evolving world, staying abreast of the latest advancements and breakthroughs in your field is crucial. Whether you're a seasoned professional, an academic enthusiast, or a curious mind seeking knowledge, the role of international conferences cannot be overstated. In this quest for enlightenment, one platform stands out - Conferencesked.com.

Unlocking Opportunities Worldwide:

Conferencesked.com is a beacon for those in search of international conference alerts and opportunities. The platform offers a comprehensive and user-friendly interface, making it easier than ever to explore and participate in conferences that span the globe. With a diverse array of subjects, ranging from technology and science to humanities and business, Conferencesked.com caters to the varied interests of a global audience.

International Conferences at Your Fingertips:

Gone are the days of sifting through multiple websites to find relevant conferences. Conferencesked.com aggregates a wealth of international conferences, bringing them to your fingertips. The user-friendly design allows users to effortlessly search for events based on their field of interest, ensuring that valuable opportunities are never missed. The platform acts as a centralized hub, providing up-to-date information on conferences that cover a myriad of disciplines.

Free International Conferences:

For those conscious of budget constraints, Conferencesked.com also features a selection of free international conferences. This democratization of knowledge ensures that individuals from all walks of life can access valuable insights without financial barriers. The platform's commitment to inclusivity is evident in its dedication to making knowledge-sharing accessible to a global audience.

Tailored Alerts for Your Academic Journey:

Conferencesked.com understands that time is of the essence. To ensure that you never miss a relevant conference, the platform offers personalized alerts. By subscribing to conference notifications, users receive timely updates on events that align with their academic or professional pursuits. This feature is a game-changer, providing a streamlined approach to stay informed in today's dynamic knowledge landscape.

Connecting Minds Across Borders:

Conferences are not just about presentations and lectures; they are about fostering connections and collaborations. Conferencesked.com recognizes the importance of networking and provides a platform for participants to engage with like-minded individuals from around the world. This interconnectedness strengthens the global community of scholars, researchers, and professionals.

Conferencesked.com emerges as a beacon in the vast sea of information, simplifying the process of discovering and participating in international conferences. Its commitment to inclusivity, user-friendly interface, and personalized alerts make it an indispensable tool for those seeking to enrich their knowledge and expand their horizons. So, whether you are an academic, researcher, or industry professional, embark on your journey of intellectual exploration with Conferencesked.com.

[lamb-teaa]

` Transactional Tantrum

` pairing: Sylus x fem!reader

` tags: fluff. romcom. silly shenanigans. filthy rich Sylus. chaotic!reader cuz we all want to be spoiled and provided by him don't lie 🫵🏻

` teaa's note: where can i get a husband like Sylus (⁠ ⁠⚈̥̥̥̥̥��⁠⌢⁠⚈̥̥̥̥̥̀⁠)

People hail him as a powerful man amongst all existing factions in the N109 Zone, yet even someone like Sylus isn't immune to the dread of a tedious business dealings.

Don't get him wrong, it is practically his job for a lack of better words but you can't blame the man for nearly dying out of boredom at the moment.

Ping!

A sudden notification from his phone tore his attention away from his yammering business partners. Sylus briefly glanced down at his phone, brows furrowed in confusion when he read the transaction alert message on his screen.

'Ten million was charged to your Credit Card at Summers Jewelry'

Sylus didn't even have the chance to ponder over the sudden message further when he was suddenly startled by another barrage of notifications - yes, plural notifications.

'Four million was charged to your Credit Card at M&Hs'

'Six million was charged to your Credit Card at Nebulas'

'Eight million was charged to your Credit Card at Zapple'

Despite the deadpan expression on his face and his usual nonchalance silence, the slightest quirk of his brows were enough to give away his bewildered reaction to seeing such random transaction alerts on his card.

He doesn't recall making any on-hold purchases and certainly didn't give the twins any permission to spend any after the last time they went all out using his card in the past.

Which means only one person would be bold enough to overspend his money on a whim like this and his eyes instantly flickered in amusement when another transaction message came through his phone.

'Thirteen million was charged to your Credit Card at Abyssal Attire'

Seems like a certain kitten is on a wild spending spree.

Observing the transaction alerts, Sylus let out a low chuckle, ignoring the strange looks from his business partners who continued on with their discussion.

His sole attention now was you - his lovely kitten spending all his money with reckless abandon.

As his thumb hovered over the icon of your picture on his phone, he couldn't help but grin at the large purchases you made - given the fact you had always been reluctant to spend on his card before despite the countless times he had reassured you that he wants you to use his money to your heart's content.

Sylus, without a doubt, always wants the best for you. Even when you nagged him on buying such expensive gifts before, yet that will never stop him from spoiling you rotten.

Though.. he wondered what sparked this sudden influx of random purchases this first time around?

With his interest now piqued towards you, Sylus strode out of the conference room without a care in the world, especially when said discussion had led to no satisfying result on his end, thus he neither bothered about the frustrated and flabbergasted looks of the businessmen as he made his way along the hallways of the building.

Luke and Kieran, who's been by his side the entire meeting, automatically followed their boss out. Both brothers exchange curious looks from behind their masks with a shrug. Though they had great knowledge that only two things could spring their boss out of his usual routine - an unexpected ambush or well, you.

And it seemed like they were right on the nose as they watched Sylus’s thumb pressed onto the screen of his phone before bringing the device close to his ear, an amused yet genuine smile curled on their fierce leader's lips as he called out your name.

"Is it just me or a certain kitten is behaving quite impulsively with her spending today?” His voice held a steady yet teasing affection tone, his mind already picturing your smug expression at overspending his money. “This is a first, sweetie.”

"Oh look who finally remembered me!" Your voice snapped, the snarky and sarcastic response made Sylus pause in his track in surprise.

Before he could say anything, you cut him off, your voice faux innocent under a thinly veiled anger from the other line. "To think it took blowing your credit card to call me after making me wait for you the past THREE hours, you better have some explaining to do mister!”

To say you had left Sylus utterly speechless would be an understatement of the century, but it quite frankly did as your unexpected anger left his mind reeling in both confusion and worry.

Even his brief frozen state wasn't left unnoticed by Luke and Kieran, both could heard your snappy voice from the other line and they know an unhappy Miss Hunter equals to a agitated Onychinus leader, so they quietly watched in as Sylus slowly recover from his initial surprise before turning his attention back to the phone call.

“Kitten.” Sylus blinked, a frown forming on his lips, "I don't recall us having plans today? And I'm out of town for the time being as well.”

There was a sudden silence from your side, and for a second there Sylus thought you had hung up on him but your next words made him even more confused.

"Wait, what, I thought Luke and Kieran said you'd be free for the weekend and they'd told you about our date for today?"

At the mention of the twins, Sylus's head immediately snapped towards his henchmen who visibly tensed up. It didn't take long for Sylus to put two and two together that Luke and Kieran had pulled another of their mischievous pranks on you.

Oh but this one is definitely going to cost them their four months worth of paycheck for making his kitten angry at him.

"It seems like the twins have made a mistake. I wasn't aware of such plans today." Sylus's voice dropped low and dangerous, a flicker of annoyance as he shot the tensed twins a hard glare.

Though, knowing it would be no use to him to be mad at them at that moment, Sylus paused briefly once more before taking a deep breath, calming himself down. "I assure you, sweetie, I would never intentionally forget anything, especially when it's about you.”

There was another stretch of silence before you spoke up again, your voice softer and apologetic, wincing in guilt for assuming he'd purposely ditched you when that wasn't the case. "I'm sorry.." You sighed quietly. "I just.. I was looking forward to seeing you today and I.. I missed you, Sy.."

His annoyance instantly melted away at your confession. He understood that his work often kept him away, leaving you feeling neglected at times and he wanted nothing more than to rush to your side and hold you dearly in his arms. You always had a way to tug at his heartstrings and even then he relishes at the admission of you needing him as much as he needed you.

"I'll make it up to you, right now. Anything you want, name it." Sylus emphasized seriously, already giving Luke and Kieran a look of command. Not needing any further words as the twins bolted off to prepare his private jet to head back to Linkon.

"Well, you could start by allowing me to strangle those twins." You chirped, your voice brighter now yet held intentional malice mostly directed towards his loyal henchmen for tricking you with false information regarding Sylus's work schedule.

"And cuddles. I expect to see you at my place later tonight for cuddles or else I'll empty your entire bank account." You demanded sweetly, with a clearly joking threat but given you had waited three whole hours like a fool in public, you were tempted to do it again if Sylus bails on you twice in a day.

Your laughter tinkled over the phone, a lovely sound that never ceases to make Sylus's heart swell with blissful affection. The business deal be damned and he'll handle the twins' antics another time, for now, all he wanted was to go back to you.

Sylus chuckled, a warm smile tugging at his lips despite himself as he made his way up the building's rooftop. He knew his kitten was quite a force to be reckoned with, and yet such side of you made him drawn to you even more than ever - oh, he couldn't wait to see you again soon. "Deal. Cuddles it is, and you have my word, sweetie, I'll be at your doorstep by tonight. As for the twins, well, I'm sure they'll be begging for mercy by the time you're done with them.”

Back to your awaiting loving embrace.

[allconferencealerts]

Upcoming International Conferences in Canada!

Explore the vibrant landscape of academic and professional exchange with upcoming international conferences in Canada. At the forefront of innovation and knowledge dissemination, Canada hosts a plethora of dynamic conferences across various disciplines, attracting experts, scholars, and enthusiasts from around the globe.

Embark on a journey of discovery and collaboration as we delve into the diverse array of conferences awaiting you in the Great White North.

Agriculture Conferences in Canada

Animal and Dairy Sciences

Animal and Veterinary Science

Animal Genetics, Biology and Biotechnology

Aquatic Nutrition and Health

Business and Economics Conferences in Canada

Banking and finance

Business

Business Ethics

E-commerce

Economics

Entrepreneurship

Education Conferences in Canada

Advanced Sociology of Education

Biology Education

Computer Education and Instructional Technology

Creative Education and Learning

Distance Education

E-learning

Education and Human Development

Educational and Pedagogical Sciences

Educational Systems Planning

Engineering Education and Research

Higher Education

Lifelong Learning

Engineering and Technology Conferences in Canada

Architecture

Artificial Intelligence

Bioinformatics

Biomedical Engineering

Biotechnology

Computer software and applications

Computing

Data Mining

Design

Electronics and Electrical

Energy

Engineering

Forestry

Image Processing

Industrial Engineering

Information Technology

Health and Medicine Conferences in Canada

Dermatology

Alternative Health

Asthma

Blood Pressure

Brain & Nervous System

Cancer

Cardiology

Children's Health

Cholesterol

Cold & Flu

Dentistry

Depression

Diabetes

Digestive Disorders

Disability and Rehabilitation

Ear Nose and Throat Conditions

Eye Health

Family Medicine

First Aid & Emergencies

Food Safety

Gastroenterology

Gerontology

Headaches & Migraines

Health

Healthy Living

Heart Health

Heartburn & GERD

Infections

Infectious diseases

Lung Disease & Respiratory Health

Medical ethics

Medicine and Medical Science

Men's Health

Mental Health

Neurology

Nursing

Nutrition and Dietetics

Oncology

Oral Health

Osteoporosis

Pain Management

Palliative Care

Pregnancy

Psychiatry

Public Health

Radiology

Sexual Health

Skin Conditions & Beauty

Sleep Disorders

Social Work

Surgery

Thyroid & Metabolism Conditions

Women's Health

Interdisciplinary Conferences in Canada

Children and Youth

Communications and Media

Complex Systems

Conflict resolution

Creativity

Researcher, educator, industry professional, or student, these conferences offer unparalleled opportunities for learning, networking, and growth. Join us as we uncover the enriching world of conferences in Canada, where ideas converge, and connections flourish.

[way2conferencealert]

Conference alerts play a crucial role in keeping professionals, researchers, and academics informed about upcoming events in their respective fields. These alerts serve as a valuable resource for individuals seeking opportunities to participate in conferences, workshops, and seminars. By subscribing to conference alert services, attendees can stay updated on the latest developments, trends, and research in their areas of interest.

[they-call-me-hippie]

Here's one easy trick to become a better conversationalist

Become more jaded

[motorsportbarbie13]

Post It - LN4

when lando stumbles upon a random tiktok of a pretty american influencer, he can't stop himself from sliding into her DMs. what happens next is more than both of them ever bargained for.

warnings: THIS WAS SUPPOSED TO BE A ONE SHOT. (spoiler alert, it's not) (i blame @lestapiastrisgirl. She’s a bad influence 🤭) no warnings really, i just needed to have some soft boyfriend coded lando in my life again after how dirty i did him in 'aftermath'. ENJOY THE NEW SERIES MY BABIES! 🫶🏻 pairing: lando norris x influencer!reader word count: 3.7k words (plus SMAU posts)

Lando should have been paying attention. He should have been paying attention to Jack Whitehall standing up on stage, making jokes at Max and George’s expense. He absolutely should not have been using the down time between livery reveals to stalk your social media profiles but here he was. It wasn’t his fault trying to figure you out was way more interesting than anything the FIA and this stupidly awkward night had to offer. 

He had been scrolling his FYP earlier in the day while McLaren comms staff had bustled around the Hilton conference room, his attention pulled away from the boring media briefing Zak and Andrea were trying to get him to care about, when you had popped up on his screen. It was an innocent video, one that he usually would have flipped right on by but something had his thumb pausing, hovering over the screen instead of swiping away. 

You were in well lit hallway, lip syncing to that new Gracie Abrams song that was all over the place looking like you didn’t have a care in the world. Your smile was infectious as you held eye contact with the camera, arms thrown to your sides as you sang your heart out. It looked like you were about to go somewhere, a gray woolen overcoat tugged over your shoulders as a pink and white knit jumper peaked out from underneath. 

It was only when Oscar had asked him how many times he was going to listen to that thirty seconds of song that Lando realized he’d been watching your video for an embarrassing length of time. Turning crimson, Lando had quickly favorited the video to come back to later and closed out the app. 

He’d been caught up in preparations for this stupid F1 75 event for the rest of the evening but the moment he’d had a break, he was back stalking your socials. Your Instagram was conveniently linked to your TikTok account so it wasn't hard and the moment Lando started scrolling, he was hooked.

yourusername posted

909,102 likes liked by lando, yourbff, hannahstjohn, and others yourusername lots to catch up on... user0298 body is teeeeeea user1112 that gray dress tho! where is it from??? >>>yourusername @/aritzia!!! lando 🔥🔥🔥 (liked by author) >>>user0200 landooooo what are you doing here??? >>>user555 first in the likes too. he was QUICK

The Monegasque sun was blindingly bright, reflecting off the pristine white of Lando’s apartment balcony. He was trying to enjoy a rare moment of peace, something that he’d miss when the season started up in two weeks. Right now though, he had been back from testing in Bahrain for a few days and was leaving for Australia sometime next week. This was the last weekend of peace and quiet he’d have until summer break.

An insistent buzz shatters the quiet calm that he’d cocooned himself in, his phone blinking to life. He glanced at the screen. Rich. His personal PR manager that he’d hired after his last messy breakup to help with his image. 

“What is it, Rich?” Lando sighs. 

“Lando, we need to talk about this weekend.” Rich’s voice was sharp, a glaring contrast to the relaxed atmosphere of Lando’s apartment. 

“What about this weekend?” He asks, a knot forming in his stomach. Lando knew where this was going. 

“Allegra.” Rich says, his voice bright with faux enthusiasm. “She’s coming to Monaco this weekend. We need some content before the start of the season. Really amp up the exposure before you get too busy.” 

Allegra. Or Allie as she insisted Lando call her in private, but always Allegra in public. She was also managed by Rich, who was the one that had introduced them last year with the sole purpose of having them hit it off and start dating. When that hadn’t materialized, Rich had started meddling, sending her to events that he knew Lando would be at, having her come to Monaco and follow him around like a lost puppy. 

It had worked though. The rumors started swirling and before he knew it, Lando and Allie were rumored to be dating. He had never confirmed the relationship, always insisting that he was single and Allie had followed suit, coyly grinning in interviews when the model had been asked specifically about him. He hadn’t fought it though. Maybe he was a coward or maybe he just liked the attention, but it had certainly brought a certain degree of recognition to his name in the months that he had been linked to her. He never confirmed it but he never denied it either. 

And then he had met you. 

“No.” Lando says flatly, cutting him off. “Nope. I’m done with this.” 

“Done?” On the other end of the line, Rich sputters. “What do you mean, ‘done’? Think of your brand, your image! You have a merch drop happening in a few weeks and a rebrand with Quadrant! You need this attention.” 

“I don’t need her to bring me attention.” Lando scoffs. “I’m tired of playing this game. I’m tired of Allie. She’s…she’s weird, Rich. And this whole thing is a joke. I know you’ve seen the gossip pages laughing at me. Laughing at her. I’ve had enough.” 

“Lando.” Rich tuts, his tone taking on that of someone scolding a small child. The heat rises in Lando’s cheeks as he stands, pacing the balcony. “She’s a social media powerhouse. She brings in millions of impressions. People love talking about her, speculating about if she’s with you or not. This is a business.” 

“Business?” Lando laughs, cold and bitter. “This is a manufactured relationship, Rich. It’s fake and it’s draining. I don’t want her here. I don’t want her anywhere near me anymore. Either you tell her I’m done or I will, you choose.” 

“You’re being irrational. This is a PR strategy and it’s working! We’re getting the numbers, the attention! It’s everything you hired me to do!” 

Lando drags his hand over his face, scrubbing at the migraine that he feels forming behind his eyes. “I don’t care about the numbers.” He says tightly, his mind flickering to you and the way you’ve been a bit distant this week. “I care about my sanity. I care about being genuine and this? This thing with her? That is the opposite of genuine.” 

“You’re throwing away a huge opportunity.” Rich warns, frustration sneaking into his voice. “This is so unprofessional.” 

“Unprofessional?” Lando shouts, his anger getting the better of him. “You’re the one being unprofessional. You’re treating me like a product, not a person. The only thing you care about is your fucking paycheck, nothing else.” Lando’s chest heaves, his breath coming in short spurts. 

“Lando, calm down -” 

“No.” Lando spits. “No, I won’t calm down. I’m done with this. I’m done with you and I’m done with Allie. This whole charade is over.” He pauses, taking a deep breath, trying to control his rage. “You’re fired, Rich.” 

He slams the phone down, not even giving Rich the opportunity to respond. The abrupt silence amplifies the sound of his pounding heart as he sits down again. He stares out at the glittering expanse of the Mediterranean, the anger still simmering within him. He feels a strange mix of relief and anxiety. He had just burned a big bridge but it was a bridge he had never wanted to cross in the first place. He knew there would be consequences but for the first time in a long time, Lando felt like he was in control. 

Now, if only he could get you to return his calls. 

You thought you’d been prepared for the activity of the paddock. Hannah had spent enough time during the flight over telling you what to expect but the crowds in Shanghai were nothing short of overwhelming. The smell of engine oil and popcorn permeated the air, a strange mixture that tickled your nose in a slightly unpleasant way. You tried to calm the anxiety that was settling deep in your chest, the tight constricting feeling pulling at your ribs in a way that had you desperately wanting to go back to the hotel room. 

You knew it was strange, someone with as much anxiety and issues with crowds being an influencer like you were but most of the time you had control over it. You had asked Hannah so many questions about what to expect but nothing could have prepared you for the way the crowds crushed in on you even in the paddock. 

Liam had come to the track early to meet with his engineers before the practice and sprint qualifying. and Hannah had been left to your own devices. The crowds were one thing, you knew you’d get used to them eventually and that you just had to work your way through the panic but there was something else causing your shoulders to hitch up tightly towards your ears and your jaw tighten with every flash of orange you saw: Lando. 

It had been a few months since he slid into your DMs and at first is had been fun. He was charming, texting you nearly all day with all sorts of questions and banter, FaceTiming you while you were curled up in bed in your Boston apartment, talking about the fast lives you both lived. It was intoxicating getting attention from someone like Lando. His attention felt like the sun, all warm and welcoming. You knew there was chemistry there but you lived in Boston and he split is time between London and Monaco. You had expected him to invite you out to see him soon or at least bring up meeting somewhere half way.

But then the pictures had surfaced online. 

Lando walking around the busiest part of Monaco with his best friend Max, Max’s girlfriend Pietra and a blonde model named Allegra. It was so painfully clear he was with her from the shots of him driving her around in one of his many cars three weekends in a row.

You felt so stupid. Getting with a guy that was clearly comfortable being publicly seen on a double date was a hard no, you had more respect for yourself and Allegra to even touch that kind of drama. Of course, there was an endless debate on if they were even together or not, it didn’t take much to find the online gossip pages that spent a lot of time trying to figure out if they were an item. Lando had never publicly confirmed the relationship and neither had Allegra, both insisting they were just friend and Lando was single. 

But the pictures were hard to deny. 

So you had ghosted him. 

You didn’t want to be drug into the drama that seemed to surround the model, not with how well your content was doing lately. You had a huge following in the states and were starting to get attention internationally. You knew the last thing your PR manager would want to see was stories about you plastered all over the gossip pages. You had worked too hard to cultivate a wholesome reputation to be drug into a love triangle controversy, even if it ended up being manufactured by the press. You walked a fine line between wanting to be talked about and wanting to avoid being laughed at.

So when Hannah, one of your best friends from the influencer world, had invited you to tag along with her to the Chinese Grand Prix in April, you had hesitated. No one knew about you and Lando talking, not even your best friends. Sure, Lando had followed you and commented on a few of your posts but everyone chalked that up to you being friends with Hannah and Lando’s reputation to hit on pretty girls whenever he was active on social media. It hadn’t gained a ton of attention so you were able to pretty much ignore it.

But you couldn’t turn down Hannah’s invitation without raising some sort of suspicion. China had been on your bucket list of places to visit since you were little and you had enough miles saved up this year to be able make the long flight in a lie-flat first class seat with to your group of friends. You really had no excuse, so in the end you had agreed. 

But now that you were here, the possibility of running into Lando in the flesh after you had ghosted him hanging heavy over your head and the crowds pressing in, you were totally regretting your life choices. 

“You okay?” Hannah’s voice breaks through your racing thoughts, pulling you back to the present. 

“What?” You stutter, trying to bring your focus back to where you were in the moment. 

“Are you okay?” Your friend asks softly, eyeing you like she knows something is going on but can’t figure out what. “You just seem a little…tense.” 

You reach up to pull your hair off your neck, suddenly feeling like your skin is just a little too tight for the rest of your body. “I’m fine, just a little overwhelmed. This place is a lot.” 

Hannah’s eyes soften. She’s well aware of your anxiety and how you sometimes struggle with crowds. While she doesn’t struggle with the same issues, if there’s one thing you appreciate about your friend its that she has an uncanny ability to read your moods and empathize with you when it matters most.

“I know, but you get used to it quick. Liam has some engineering meetings before practice so he’s busy for another hour or so. Do you want to go hang out in hospitality? Get cooled down before practice?” 

You adjust your sunglasses on your nose before nodding, “Yeah, that sounds good. I’m sorry, you don’t have to stick around with me all day, I know you want to be with Liam.” 

Hannah waves a hand, dismissing your concern with one movement, “Stop that. That man gets so locked in before he gets into the car, he probably forgets I exist. I told him I’d be in the garage for practice but we’re free until then. Come on, we can get some content for TikTok. Didn’t you say you wanted to do a Chinese travel vlog?” 

Suddenly, a blur of green and yellow catches your attention from on your left. A scooter, driven by a distracted man in a green racing suit, was flying down the sidewalk at breakneck speed headed straight for you. He was going so fast you didn’t have enough time to react once you registered what was about to happen. 

You shut your eyes, bracing for impact, as a startled gasp tumbles off your lips. But the impact doesn’t come when you expect it as a strong set of hands pulls you out of the path of the scooter. The man on the scooter continues on, zipping down the sidewalk without so much as an apology as you stumble back, straight into the arms of the person that just saved you from being paddock road kill. The body is warm, muscled and the set of hands go straight to your hips, steadying you when you fight to maintain your balance. 

“Oh my god!” Hannah shrieks as you struggle out of the person’s embrace, spinning around to see who you had just collapsed into. 

“Jesus Christ, thank…” The words die in the back of your throat when you see the papaya and black race suit of your savior. 

“You.” The British accent that you’d spent the last few weeks trying to forget sends shivers down your spine. 

Shit. 

“Oh. Hi, Lando.” You say sheepishly, lifting your sunglasses off your face so you can make eye contact with the driver. 

“Oh hi Lando?” Hannah sputters, clearly confused. “Do you two know each other?” 

“No.” You reply at the same time Lando says “Yes.” 

You narrow your eyes at him, trying to figure out if it would be bad for your reputation if you punched him. Hannah’s eyes bounce back and forth between you and Lando, who is standing there looking just as confused as she is. If you’re not mistaken, there’s also a touch of hurt that flickers in his eyes as he looks you up and down. 

“Are you okay?” Lando asks, breaking the tension. 

Your eyes dip to your waist, where Lando’s hand still rests heavily on your hip. When he notices he’s still holding you, he pulls his arm back quickly, running it through his curls trying to look casual while his brows dip together, confusion still clearly settled on his handsome features. 

“Um. Yeah, I am. Thank you, I was almost roadkill.” You laugh, but it comes out too shaky to be taken seriously. 

Hannah crosses her arms over her chest, eyes narrowed as she tries to figure out the weird tension that has settled over the two of you. 

“So, ‘yes' you two know each other but ‘no’ you don’t?” Hannah raises an eyebrow, clearly not willing to let this go. 

You shoot Lando a look that could curdle milk. “It’s…complicated.” You mumble, avoiding Hannah’s gaze. 

“Complicated how?” Hanna presses, her curiosity piqued. 

Lando shits his weight, a nervous energy radiating off of him. “We were talking for a bit.”

“Talking? Like, flirting talking?” Hannah turns to you and you swear you see a bit of hurt in her eyes. “And you didn’t tell me?” 

Guilt washes over you. You hadn’t really meant not to tell your friend, it just had never come up. “It was nothing.” You say quickly. Out of the corner of your eye you see Lando wince and your heart catches. “Just some DMs, it fizzled out after a while.” 

“Fizzled out?” Lando scoffs, his frown deepening. “You ghosted me.” 

“I’m sure you had your hands full with that other blonde to miss me that much, Lan.” You bite back, voice sharp. 

Lando’s brows furrow, “Other bl…" He pauses, the dots seemingly connecting in hsi mind suddenly. "You mean Allie? What does she have to do with you and me?” 

“Oh, I don’t know.” You say with a shrug. “You looked pretty busy with her in Monaco before the season started. I just assumed you didn’t have time for me.” You try your best to sound as nonchalant as possible but you can’t keep the anger from slipping into your voice. The fact that he has a cute little nickname for her burrows under your skin more than it should.

Deep down you know you had zero claim over him, so being this angry feels over the top. You know you’re overreacting. You had never even met Lando in person before this moment, so why was the jealousy burning through your bloodstream so intense? 

Hannah’s eyes dart between you and Lando, her expression a mix of confusion something else you couldn’t place. “Okay, so this is a bit more intense than I expected.” She raises her hands in surrender. “You know what? I think I’m going to go check on Liam. He’s probably wondering where I am.” 

She gives you a knowing look, a look that says ‘I’ll let you sort this out but I expect a full rundown of what the fuck just happened here later tonight.’.

“Maybe you two should talk, alone. Just try not to kill each other.” 

With that, Hannah turns on her heel and disappears towards the Red Bull garages, leaving you and Lando standing awkwardly in the middle of the bustling paddock. The noise of the crowd presses in on you, amping up your already high anxiety and filling the silence that stretches between you. 

Lando looks at you, his expression a mixture of confusion and frustration. He digs his hands deep into his pockets, unsure of where to go from here. The absolute last person he’d expected to see here today was you. Finding out you were mad at him just when he had made the decision that you wanted nothing to do with him and he needed to move on was a little overwhelming. He’d been hurt when you’d stopped returning his messages and answering his calls. Frustrated that you hadn’t given him an answer when he asked you what was wrong. And then the season had started and he couldn't handle it all. It still ate at him at night, the fact that he had allowed you to slip out of his fingers, especially since firing Rich and ending things with Allie.

So maybe this was the universe giving him a second chance.

“So,” He starts, voice low. “We’re just going to pretend like nothing happened?” 

You throw your arms out to your side, exasperated sigh falling from your lips. “What was I supposed to think, Lando? I open up my Instagram one morning to see a shit ton of pap photos of you and her, the day after you and I spent almost five hours on FaceTime together!” 

Lando cards his fingers through his curls, “I can explain that.” 

You scoff, rolling your eyes. “I’m sure you can.”  

Deep in Lando’s pocket, his phone chimes. Reluctantly he pulls it out, checking the new text message from Sophie, his press officer. “Fuck. I’ve got to go get in the car.” He sighs, scrubbing his large hand over his face. “Listen, can you please give me a chance to explain?” 

You cross your arms over your chest, mirroring Hannah’s stance from just minutes before. Your first instinct is to tell him to fuck all the way off, you’ve been too careful with your reputation to be drug into any sort of drama that that girl seems to bring. Lando gives you a look though, his green blue eyes pleading with you and you’re all but powerless against it. 

“Come on.” He coaxes, reaching out to brush his fingertips against your bare arm. You ignore the riot of goosebumps he leaves in his wake. “You’re going to look at me and tell me you didn’t come all the way to China, to a place where you knew I would absolutely be, not hoping to at least run into me?” 

“Bold of you to assume that you even cross my mind anymore, Norris.” You snip back but your words hold no bite to them and you both know it. 

Now it’s Lando’s turn to roll his eyes. “Come on, baby.” Your traitorous heart stammers but you mange an indignant look as a reaction to the nickname. “I’m done with race stuff around dinner time, let me take you out somewhere nice and we can talk. Please?” 

Again with the puppy eyes. This was going to be a problem. 

“Fine.” You huff after a moment. “But don’t make me regret this, Lan.” 

The biggest smile you’ve ever seen crosses Lando’s face at your agreement. He reaches out, catching your waist in his hands, pulling you in for a hug. Neither of you notice the cameras pointed in your direction. 

“You won’t. I promise.” He murmurs in your ear before dropping a chaste kiss on your cheek. 

You don’t wipe if off. 

Grinning like a fool, Lando spins on his heel before bustling off towards the McLaren garages. He’s about 30 feet away when his head swivels back, his gaze instantly finding yours. He grins again, liking that you’d been watching him go. 

yourusername posted

602,928 likes liked by lando, hannahstjohn, redbullracing, and others yourusername Boston >>> Shanghai LETS GO hannahstjohn pretty girl! so glad you made the trip with meeeee user0029 my fave influencer and my fave sport?! YES PLEASE user928 i wish these brands would stop inviting random influencers to races and get some REAL FANS there instead >>>user9299 she's there with hannah, liam's girlfriend. just say you're jealous next time. user0299 ok but i need to know...is she a mclaren girlie or red bull??? >>>user454 she gives me ferrari vibes user223 lando in the likes again, huhhhhhh

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[jcmarchi]

Digma's preemptive observability engine cuts code issues, streamlines AI - AI News

New Post has been published on https://thedigitalinsider.com/digmas-preemptive-observability-engine-cuts-code-issues-streamlines-ai-ai-news/

Digma's preemptive observability engine cuts code issues, streamlines AI - AI News

Digma, a company offering products designed to act on pre-production observability data, has announced the launch of its preemptive observability analysis (POA) engine. The engine is designed to check, identify, and provide ‘fix’ suggestions, helping to balance systems and reduce issues found in codebases as their complexity increases.

The application of preemptive observability in pre-production may be more important as AI code generators become more common , the company claims. For instance, a 2023 Stanford University study revealed that developers using AI coding assistants were more likely to introduce bugs to their code. Despite this, major companies like Google are increasing their reliance on AI-generated code, with over 25% of the company’s new code being AI-created.

Nir Shafrir, CEO and Co-founder of Digma, commented on the growing resources that are being dedicated to ensuring systems perform well, saying, “We’re seeing a lot of effort invested in assuring optimal system performance, but many issues are still being discovered in complex code bases late in production.”

“Beyond this, scaling has often remained a rough estimation in organisations anticipating growth, and many are hitting barriers in technology growth that arise precisely during periods of significant organisational expansion. It means that engineering teams may spend between 20-40% of their time addressing issues discovered late in production environments, with some organisations spending up to 50% of engineering resources on fixing production problems.”

Preemptive observability is expected to become a key factor helping companies gain competitive advantage. It has several potential benefits for AI-generated code, including speed increases and improvements to the reliability of human-written code. According to Digma, preemptive observability helps ensure manually written code is more trustworthy, and reduces risk in the final product.

As well as tackling bugs introduced by AI code generation, Digma’s preemptive observability analysis engine has been designed to combat common, long-established issues companies may have experienced with human-made code, which may result in service level agreement (SLA) violations and performance issues. For high transactional establishments, like retail, fintech, and e-commerce, this technology could become valuable.

Digma’s algorithm has been designed to use pattern matching and anomaly detection techniques to analyse data and find specific behaviours or issues. It is capable of predicting what an application’s response times and resource usage should be, identifying possible issues before they can cause any noticeable damage. Digma specifically detects the part of the code that is causing an issue by analysing tracing data.

Preemptive observability analysis prevents problems rather than dealing with the aftermath of the issues. Teams can monitor holistically, and address potential issues in areas that are frequently ignored once in production.

Roni Dover, CTO and Co-founder of Digma, highlighted what differentiates Digma’s preemptive observability analysis engine from others: “By understanding runtime behaviour and suggesting fixes for performance issues, scaling problems, and team conflicts, we’re helping enterprises prevent problems and reduce risks proactively rather than putting out fires in production.”

Application performance monitoring (APM) tools are used to identify service issues, monitor production statuses, and highlight SLA errors. APMs are practical for sending alerts when services fail or slow during production. But unlike preemptive observability, APMs are limited in non-production settings, and can’t provide analysis of problems’ sources.

By identifying performance and scaling issues early on in the production process, even when data volumes are low, preemptive observability helps prevent major problems and reduce cloud costs.

Digma recently completed a successful $6 million seed funding round, indicating a growing confidence in the technology.

Image source: “Till Bechtolsheimer’s – Alfa Romeo Giulia Sprint GT No.40 – 2013 Donington Historic Festival” by Motorsport in Pictures is licensed under CC BY-NC-SA 2.0.

See also: Microsoft and OpenAI probe alleged data theft by DeepSeek

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