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#Network Acceleration
witchcrash · 8 months
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so the last 24ish hours have been. Bad.
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dj-bouto · 1 year
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LBA K7 [001-A] feat. Basic Channel, Jeff Mills, Accelerator, Dave Clarke...
Mixed & recorded in the mountains @ "Eastern Invasion", somewhere in Elsass, Fr. 1996.
 Keywords : Basic Channel / Jeff Mills / Axis / Accelerator / Reload / Dave Clarke / Bush / Planet Rhythm / Planet of Drums / Spiral Tribe / Dropbass Network / Random XS / Djax-up-beats / Plastikman / +8 / Planet Gong / Octaves and Tremolos…
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suga-kookiemonster · 2 years
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I just saw omg 😵‍💫😣 and the way he used to be my wife this my wife that every two seconds ?!?!!? Men are trash for real 😭
honestly! men truly ain’t SHIT smh. what is up with these men making “loving” their wives their brand, especially knowing they’re just as much of a dog as all their friends. and with his employee, too?! AND got two whole kids?? tired of all the 🧢, men are all trash and this is why i’m single lol
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EIT Food Accelerator Network Welcomes New Cohort of Agrifood-Tech Innovators for 2024
Key Takeaways Expansive Cohort Selection: EIT Food Accelerator Network has welcomed 58 new startups from Europe and Brazil into its 2024 cohort, selected from over 500 applicants. Innovative Contributions: These startups are pioneering solutions in food bioprocessing, sustainable packaging, and more, aiming to revolutionize the agrifood sector. Diverse Focus Areas: The startups align with…
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hm...
many people envision world-spanning cities in the distant future. or an earth suffocated by industry and turned into a desolate wasteland.
but i think with increasing automation and remote work options and declining birth rates....i think that's unlikely.
i think more likely we will actually see major cities become denser. maybe they will increase in population but we might even see their "footprint" get smaller, not bigger.
and we will probably see much of the "countryside" become even further emptied.
or maybe the big cities will actually shrink as people move to other smaller cities in other parts of the country with lower costs of living thanks to remote work.
i think there's a good chance that future earth will actually be greener and more "wild" a few centuries from now than it is today.
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gyrusaiblog · 26 days
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jcmarchi · 2 months
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Hailo Revolutionizes Edge AI with Launch of Powerful Hailo-10 Accelerator and Secures $120 Million Funding
New Post has been published on https://thedigitalinsider.com/hailo-revolutionizes-edge-ai-with-launch-of-powerful-hailo-10-accelerator-and-secures-120-million-funding/
Hailo Revolutionizes Edge AI with Launch of Powerful Hailo-10 Accelerator and Secures $120 Million Funding
In a significant advancement for edge computing, Hailo, a trailblazer in edge AI processors, has successfully completed a new funding milestone of $120 million, propelling its total investment to over $340 million. This financial boost coincides with the debut of its groundbreaking Hailo-10 GenAI accelerator, marking a pivotal shift towards embedding generative AI directly into edge devices across the personal computer and automotive industries.
The new funding round was led by current and new investors including the Zisapel family, Gil Agmon, Delek Motors, Alfred Akirov, DCLBA, Vasuki, OurCrowd, Talcar, Comasco, Automotive Equipment (AEV), and Poalim Equity.
Hailo CEO and Co-Founder Orr Danon stated, “The closing of our new funding round enables us to leverage all the exciting opportunities in our pipeline, while setting the stage for our long-term future growth. Together with the introduction of our Hailo-10 GenAI accelerator, it strategically positions us to bring classic and generative AI to edge devices in ways that will significantly expand the reach and impact of this remarkable new technology. We designed Hailo-10 to seamlessly integrate GenAI capabilities into users’ daily lives, freeing users from cloud network constraints. This empowers them to utilize chatbots, copilots, and other emerging content generation tools with unparalleled flexibility and immediacy, enhancing productivity and enriching lives.”
Founded in 2017 in Israel, Hailo has rapidly ascended to a prominent position in the AI chip industry, serving over 300 customers globally. With offices spanning the United States to Asia, Hailo’s innovative processors deliver data center-level AI performance on edge devices. These processors, redefining conventional computer architecture, facilitate real-time deep learning tasks with unmatched efficiency.
Hailo-10 Accelerator
The introduction of the Hailo-10 accelerator is set to redefine the user experience by enabling the execution of GenAI applications locally, without the dependency on cloud-based services. Orr Danon, Hailo’s CEO and Co-Founder, emphasizes the transformative potential of Hailo-10, highlighting its ability to integrate GenAI capabilities seamlessly into daily life. The Hailo-10 not only promises enhanced productivity and enriched user experiences but also addresses privacy concerns by processing data locally and reducing reliance on cloud data centers.
Hailo-10 stands out for its performance-to-cost and performance-to-power consumption ratios, supporting a wide range of applications while ensuring sustainability. Its compatibility with Hailo’s comprehensive software suite, shared with the Hailo-8 and Hailo-15 processors, facilitates seamless integration across various devices and platforms.
The Hailo-10 sets a new benchmark for edge AI accelerators with its capability to perform up to 40 tera operations per second (TOPS), outpacing integrated neural processing units (NPUs) in both speed and energy efficiency. Recent benchmarks reveal that it offers double the performance while consuming only half the power compared to Intel’s Core Ultra NPU.
Orr Danon further added, “Whether users employ GenAI to automate real-time translation or summarization services, generate software code, or images and videos from text prompts, Hailo-10 lets them do it directly on their PCs or other edge systems, without straining the CPU or draining the battery.” 
Notably, Hailo-10 showcases remarkable efficiency, capable of running complex models like Llama2-7B and Stable Diffusion 2.1 within an ultra-low power envelope, setting new benchmarks in the field. The accelerator’s early applications are poised to revolutionize PCs and automotive infotainment systems by powering sophisticated AI features such as chatbots and personal assistants, heralding a new era of intelligent edge computing.
With sample shipments of the Hailo-10 GenAI accelerator anticipated in Q2 of 2024, Hailo is at the forefront of ushering generative AI into the mainstream, transforming how users interact with technology on a fundamental level.
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reasonsforhope · 3 months
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"A century of gradual reforestation across the American East and Southeast has kept the region cooler than it otherwise would have become, a new study shows.
The pioneering study of progress shows how the last 25 years of accelerated reforestation around the world might significantly pay off in the second half of the 21st century.
Using a variety of calculative methods and estimations based on satellite and temperature data from weather stations, the authors determined that forests in the eastern United States cool the land surface by 1.8 – 3.6°F annually compared to nearby grasslands and croplands, with the strongest effect seen in summer, when cooling amounts to 3.6 – 9°F.
The younger the forest, the more this cooling effect was detected, with forest trees between 20 and 40 years old offering the coolest temperatures underneath.
“The reforestation has been remarkable and we have shown this has translated into the surrounding air temperature,” Mallory Barnes, an environmental scientist at Indiana University who led the research, told The Guardian.
“Moving forward, we need to think about tree planting not just as a way to absorb carbon dioxide but also the cooling effects in adapting for climate change, to help cities be resilient against these very hot temperatures.”
The cooling of the land surface affected the air near ground level as well, with a stepwise reduction in heat linked to reductions in near-surface air temps.
“Analyses of historical land cover and air temperature trends showed that the cooling benefits of reforestation extend across the landscape,” the authors write. “Locations surrounded by reforestation were up to 1.8°F cooler than neighboring locations that did not undergo land cover change, and areas dominated by regrowing forests were associated with cooling temperature trends in much of the Eastern United States.”
By the 1930s, forest cover loss in the eastern states like the Carolinas and Mississippi had stopped, as the descendants of European settlers moved in greater and greater numbers into cities and marginal agricultural land was abandoned.
The Civilian Conservation Corps undertook large replanting efforts of forests that had been cleared, and this is believed to be what is causing the lower average temperatures observed in the study data.
However, the authors note that other causes, like more sophisticated crop irrigation and increases in airborne pollutants that block incoming sunlight, may have also contributed to the lowering of temperatures over time. They also note that tree planting might not always produce this effect, such as in the boreal zone where increases in trees are linked with increases in humidity that way raise average temperatures."
-via Good News Network, February 20, 2024
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govindhtech · 6 months
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Tech Breakdown: What Is a SuperNIC? Get the Inside Scoop!
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The most recent development in the rapidly evolving digital realm is generative AI. A relatively new phrase, SuperNIC, is one of the revolutionary inventions that makes it feasible.
Describe a SuperNIC
On order to accelerate hyperscale AI workloads on Ethernet-based clouds, a new family of network accelerators called SuperNIC was created. With remote direct memory access (RDMA) over converged Ethernet (RoCE) technology, it offers extremely rapid network connectivity for GPU-to-GPU communication, with throughputs of up to 400Gb/s.
SuperNICs incorporate the following special qualities:
Ensuring that data packets are received and processed in the same sequence as they were originally delivered through high-speed packet reordering. This keeps the data flow’s sequential integrity intact.
In order to regulate and prevent congestion in AI networks, advanced congestion management uses network-aware algorithms and real-time telemetry data.
In AI cloud data centers, programmable computation on the input/output (I/O) channel facilitates network architecture adaptation and extension.
Low-profile, power-efficient architecture that effectively handles AI workloads under power-constrained budgets.
Optimization for full-stack AI, encompassing system software, communication libraries, application frameworks, networking, computing, and storage.
Recently, NVIDIA revealed the first SuperNIC in the world designed specifically for AI computing, built on the BlueField-3 networking architecture. It is a component of the NVIDIA Spectrum-X platform, which allows for smooth integration with the Ethernet switch system Spectrum-4.
The NVIDIA Spectrum-4 switch system and BlueField-3 SuperNIC work together to provide an accelerated computing fabric that is optimized for AI applications. Spectrum-X outperforms conventional Ethernet settings by continuously delivering high levels of network efficiency.
Yael Shenhav, vice president of DPU and NIC products at NVIDIA, stated, “In a world where AI is driving the next wave of technological innovation, the BlueField-3 SuperNIC is a vital cog in the machinery.” “SuperNICs are essential components for enabling the future of AI computing because they guarantee that your AI workloads are executed with efficiency and speed.”
The Changing Environment of Networking and AI
Large language models and generative AI are causing a seismic change in the area of artificial intelligence. These potent technologies have opened up new avenues and made it possible for computers to perform new functions.
GPU-accelerated computing plays a critical role in the development of AI by processing massive amounts of data, training huge AI models, and enabling real-time inference. While this increased computing capacity has created opportunities, Ethernet cloud networks have also been put to the test.
The internet’s foundational technology, traditional Ethernet, was designed to link loosely connected applications and provide wide compatibility. The complex computational requirements of contemporary AI workloads, which include quickly transferring large amounts of data, closely linked parallel processing, and unusual communication patterns all of which call for optimal network connectivity were not intended for it.
Basic network interface cards (NICs) were created with interoperability, universal data transfer, and general-purpose computing in mind. They were never intended to handle the special difficulties brought on by the high processing demands of AI applications.
The necessary characteristics and capabilities for effective data transmission, low latency, and the predictable performance required for AI activities are absent from standard NICs. In contrast, SuperNICs are designed specifically for contemporary AI workloads.
Benefits of SuperNICs in AI Computing Environments
Data processing units (DPUs) are capable of high throughput, low latency network connectivity, and many other sophisticated characteristics. DPUs have become more and more common in the field of cloud computing since its launch in 2020, mostly because of their ability to separate, speed up, and offload computation from data center hardware.
SuperNICs and DPUs both have many characteristics and functions in common, however SuperNICs are specially designed to speed up networks for artificial intelligence.
The performance of distributed AI training and inference communication flows is highly dependent on the availability of network capacity. Known for their elegant designs, SuperNICs scale better than DPUs and may provide an astounding 400Gb/s of network bandwidth per GPU.
When GPUs and SuperNICs are matched 1:1 in a system, AI workload efficiency may be greatly increased, resulting in higher productivity and better business outcomes.
SuperNICs are only intended to speed up networking for cloud computing with artificial intelligence. As a result, it uses less processing power than a DPU, which needs a lot of processing power to offload programs from a host CPU.
Less power usage results from the decreased computation needs, which is especially important in systems with up to eight SuperNICs.
One of the SuperNIC’s other unique selling points is its specialized AI networking capabilities. It provides optimal congestion control, adaptive routing, and out-of-order packet handling when tightly connected with an AI-optimized NVIDIA Spectrum-4 switch. Ethernet AI cloud settings are accelerated by these cutting-edge technologies.
Transforming cloud computing with AI
The NVIDIA BlueField-3 SuperNIC is essential for AI-ready infrastructure because of its many advantages.
Maximum efficiency for AI workloads: The BlueField-3 SuperNIC is perfect for AI workloads since it was designed specifically for network-intensive, massively parallel computing. It guarantees bottleneck-free, efficient operation of AI activities.
Performance that is consistent and predictable: The BlueField-3 SuperNIC makes sure that each job and tenant in multi-tenant data centers, where many jobs are executed concurrently, is isolated, predictable, and unaffected by other network operations.
Secure multi-tenant cloud infrastructure: Data centers that handle sensitive data place a high premium on security. High security levels are maintained by the BlueField-3 SuperNIC, allowing different tenants to cohabit with separate data and processing.
Broad network infrastructure: The BlueField-3 SuperNIC is very versatile and can be easily adjusted to meet a wide range of different network infrastructure requirements.
Wide compatibility with server manufacturers: The BlueField-3 SuperNIC integrates easily with the majority of enterprise-class servers without using an excessive amount of power in data centers.
#Describe a SuperNIC#On order to accelerate hyperscale AI workloads on Ethernet-based clouds#a new family of network accelerators called SuperNIC was created. With remote direct memory access (RDMA) over converged Ethernet (RoCE) te#it offers extremely rapid network connectivity for GPU-to-GPU communication#with throughputs of up to 400Gb/s.#SuperNICs incorporate the following special qualities:#Ensuring that data packets are received and processed in the same sequence as they were originally delivered through high-speed packet reor#In order to regulate and prevent congestion in AI networks#advanced congestion management uses network-aware algorithms and real-time telemetry data.#In AI cloud data centers#programmable computation on the input/output (I/O) channel facilitates network architecture adaptation and extension.#Low-profile#power-efficient architecture that effectively handles AI workloads under power-constrained budgets.#Optimization for full-stack AI#encompassing system software#communication libraries#application frameworks#networking#computing#and storage.#Recently#NVIDIA revealed the first SuperNIC in the world designed specifically for AI computing#built on the BlueField-3 networking architecture. It is a component of the NVIDIA Spectrum-X platform#which allows for smooth integration with the Ethernet switch system Spectrum-4.#The NVIDIA Spectrum-4 switch system and BlueField-3 SuperNIC work together to provide an accelerated computing fabric that is optimized for#Yael Shenhav#vice president of DPU and NIC products at NVIDIA#stated#“In a world where AI is driving the next wave of technological innovation#the BlueField-3 SuperNIC is a vital cog in the machinery.” “SuperNICs are essential components for enabling the future of AI computing beca
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Newchip Accelerator Reviews - An Executive MBA Framework
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Newchip Accelerator Reviews portfolio companies have raised capital up to $5 million. Their priority is team and traction, and the program supports the efforts of startups still working on raising a significant startup capital. Program offerings are consistent on an international level, and all entrepreneurs are connected with Newchip’s international resources. Their positive reviews speak to the successes of the three different levels of programs and the specific focuses of each.
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k12academics · 1 year
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CCI Training Center has the mission of providing the most effective accelerated, hands on training and enhancement training to the public in a convenient online/on campus schedule.
Our goal is to be a superior company through constant innovation, attention to details, and a focus on quality in all that we do.
We are dedicated to each student who walks through our doors with warmth and friendliness. We work to create an outstanding learning experience.
We believe that the greatest strength of CCI Training Center lies within our people. We are committed to providing an environment that recognizes initiative and performance.
We build relationships through participation and services. We work together to help meet the employment needs of our community.
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joker2019 · 1 year
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genuinely amazed that I haven't cracked under pressure this semester yet
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slyscoutess · 1 month
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paring: charles leclerc x fem!social media! reader [ has faceclaim ] summary: Strange comments started circulating about your image, your networks and even your work, all because of a viral video, now your boyfriend, not at all jealous, can no longer hide your relationship. writer: The faceclaim of choice was @ mharessa on Instagram, but there is a reason for the choice, everything here is a funny story that is kinda of happening right now in Brasil, with some modified details, I hope you like it ;3
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liked by charles_leclerc, carlossainz55, olliebearman and 111.051 others
scuderiaferrari From the grid to your feed. 😎🇯🇵
tagged: carlosssainz55, charles_leclerc
view all 2.075 comments
pipesancheez55 y/n knows exactly what we want to see. Charles and Carlos
charlooos and who's that??? pipesancheez55 she is the admin and social media for Ferrari, and close friends with both boys 55sainz_ now say it in a velvety voice: thank u yourusername
leciceecream admin I hope your metabolism is not accelerated, we are praying for you sweetie!!!
c2loover admin, do you know you are getting married???
bearbooy admin girl, i don't know how to tell you this, but it seems like you were invited to a wedding and you're the bride
carlitoswifey she needs to get a protective order leclerclnoffspring Charles please protect our mother
ln554 I think she's so cute with charles, such a shame she's going to marry that ugly
lestappenheart wtf is going on in this comment section????
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liked by andferrari007, joris_trouche, yourusername and 1.611.648 others
charles_leclerc 愛しています日本 🤍
tagged: andferrari007, joris_trouche, yourusername
view all 4.116 comments
yourusername oooh how pretty are this pictures!!! who take them???
charles_leclerc annoying random girl in the last picture, think she is a stalker or something like that lechairpastry oh well, your stalker is being stalked, charlie
drawstaars16 you're neve beating the babygirl allegations
lechairbbg allegations?? that's 100% confirmed supermaxmaxmax he is the definition of babygirl
vanillaleclerc y/n in the last picture, she's hagging with her boys before her marriage
cliatalianfanclub charles, did y/n ask you to be her bestman???
scuderiafanclub charles, ask y/n if her metabolism is accelerated
pastrypapaya we alredy know she has THE called to greatness lestcarlando and the looks does match
mariaferrari ask y/n how the wedding preparations is going!!!
lestappenheart IN HERE TOO??? WTF
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liked by iamrebeccad, scuderiaferrari, yourusername and 1.002.910 others
carlossainz55 choose your race week face
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carlandochild when he raises his eybrows >>>>>
ascescuderia I busted 3 time confirmed scuderiacharlos soo true
sainzthinker I just know yourusername take the pictures
yourusername I actually did, and receive no credits for it, can you believe it??? xxemilian I can believe that you have a accelerated metabolism
lec16r did y/n already send you the invitation for the wedding???
beccacarlosluv so when is y/n's wedding???
love4wags you proclame yourself y/n's big brother, are you the one who's going to walk her down the isle??
carlandobaby Do you think she will lose the baby weight fast??
mickrussel are you going to the wedding or is Lewis taking your seat there too??
lestappenheart you guys are kind of impossible right now WTF IS GOING ON??
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liked by carlossainz55, lovingwags, yourusername and 21.224 others
iamrebeccad Editorial for russhmagzine
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carlossainz55 😍
wtfisakmsargeant i'm going to steal your gf carlando_mclaren so early
beccasaainz ARE YOU GOING TO BE THE MAID OF HONOR???
verstappen1655 you are y/n's friend, do you know if she have a accelerated metabolism????
yourusername Forget that spaniard, let's runaway together I BEG
iamrebeccad already packing wait a minute charloslovers y/n's fiance did you know you lose to a woman???
scuderiawaglovers is y/n a woman of god???
lestappenheart I give up honestly . . . Looking good Rebecca!!!
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liked by charles_leclerc,scuderiaferrari, iamrebeccad and 21.648 others
yourusername Alexa, play Lost in Japan by Shaw Mendes
tagged: joris_trouche, charles_leclerc
view all 2.116 comments
babygirllechair did she leave the church??
trixpastry girl, did you asked for restriction order already??
supermaxmaxmax CONGRATS ON THE WEEDING, such a shame is not with charles
vanillaleclerc this is not very curch lady of you
sainzz55_ Charles is going to be the bestman and going to cry for the lost of the love of his life on the wedding
landonorris Please, let me be in the weeding
pastrypapaya NOT YOU TOO lestcarlando HE IS SO CHRONICALLY ONLINE
stalkerusername what a beautiful picture, it's a shame that your clothes are apparently becoming less and less cloth, but that will never take away your beauty
lestappenheart oh now I know what is happening
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stories responses in instagram dm
scuderiasainzz SUCH A CUTE BABY
ynthinker I just know you were giggling like a proud mother on the bts of this
csj55_ HOW CUTE
sargeantblues Did you loose the baby weight fast after giving birth to this one?
norrizsainsz Is he the one who will take the rings on your wedding day?
stalkerusername God has blessed you with immeasurable talent, and these boys are so lucky to be with you while you are still working
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charles_leclerc stories responses in instagram dm
charlieleclec I love how good of a friends you guys are, hope it keeps that way when she marries
cslestappen4 MAMA AND PAPA
maypastrylover Yes, Charlie, keep her mettabolism accelereted!!!!
druvoichmaxie She does seem to have it all in his check list
kikagaaasly Training to be best man in her wedding??
alobonorussel Saying your goodbyes before her husband makes her quit her job to be a full time church lady???
yourusername stories responses in instagram dm
xoxoleclerc SUCH A POOKIE
scuderiaicecream your future husband will not like this
tsunodagaasly going to make a quick time travel to see who you marry in the end
chaynloverrs don't make risk runaways with charlie, you have a stalker
monacopredestinado Are you speeding up his metabolism too?
scuderiawags4life DON'T GO BACK TO MONACO, I BEEEG
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liked by scuderiaferrari,lilymunh, yourusername and 1.543.698 others
charles_leclerc showing beauties hidden behind cameras 🤍
tagged: yourusername
view all 4.116 comments
yourusername you take more pictures of me than I take of you, and me taking pictures of you is my job
charles_leclerc some beauties deserve more attention than others lechairsainz He says this and there are more photos of Carlos
ln1644 I wanted their friendship for me
alonsovettel friendship? they are clearly dating and this is a hard launch carlandofishy okay grandma, let's take you back to bed
lecvanillaas I love her being his best friend
jorisfavwag suddenly no one is asking about her metabolism
scuderiahamilton charles ruinning a wedding
pastrypapaya such a homewrecker lestcarlando I hope her future husband knows that her and Charles' friendship comes first
cliqueleclerc future husband screaming, crying and throwing up now
lestappenheart His gallery is just her and everyone else thinking it's friendship
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liked by vertappwifey,rosinglovers, mhefandoom and 8.585 others
lovingwags Tired of everyone calling it friendship, possessiveness or worried about obsessed fans?
Either way, Charles Leclerc just kissed Scuderia Ferrari social media manager in front of everyone during his post-race victorious celebration. We need to comment that apparently he had an unsuccessful hard launch yesterday and in recent days we saw a man saying he would marry his, now assumed, girlfriend.
When asked about the matter, Charles simply replied that they had "already taken care of it and the man would never come close to his lover, there was no saint or religious entity that would do otherwise." Charles is known for being jealous, his jealousy being one of the rumors of one of his old breakups, this may have been what sparked the fire for him to admit his girlfriend to the world. What do you think?
view all 475 comments
verstappenmothering Delulu twitter girls WERE RIGHT
yummylechair FUCK YEAH WE WERE yncliquee WE KNEW OUR PARENTS VERY WELL
ynthinker Where were you when the photo of her sitting on his lap on the beach went viral? The photo he reposted on his launch
miniverstln MAMA AND PAPA. MAMA. AND. PAPA
lechairyourname the position of his hands, this man needs to be touching her 24/7
norrizzcunt THE CRAZY STALKER LOST IN MONACO AND SHE KISSING CHARLES IN CHINA
maziemillian SHE'S A VERY LUCKY WOMAN sainnzchair and he's a very lucky man
whatamaxemmil Thank u random dude for making my parents hard launch their relatioship!!!!!
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liked by landonorris,carmenmundt, yourusername and 1.789.309 others
charles_leclerc I try one more time to make it clear, the one right there is mine 🤍 If there is anyone in this world who will marry her, it's me, the ring hidden in the closet proves it.
tagged: yourusername
view all 4.116 comments
yourusername I love you so much cutie patotie, pookie bear, literally the man of my life and for my life
charles_leclerc i love you way more, my princess, i love u more than italian man love me riddleleclec FUCK THAT ROME ASS AND JULI GIRL, I WANT WHAT THIS BITHCES HAVE
yourusername WHAT RING??? RUE ( joris_trouche ) WHEN WAS THIS???
joris_trouche We went out to choose around the third week of your relationship landonorris LMAO WHAT A SIMP charles_leclerc no need to expose this here
olliebearman MAMA 'N PAPA
nenasainzz OLLIE norrizlala ONE OF US FOR REAL
lewishamilton I'm happy for you both, wish all the love in the world for your relationship ❤️
sebastianvettel I'm glad you can finally show your love to the world ❤️
yourusername omg thank u, just know you are my all time favorite driver ( and ferrari driver ) and the best father in law I could ask for!!! charles_leclerc your boyfriend and bestfriend are both drivers IN FERRARI???? carlossainz55 we are catching strays here
iamrebeccad GIRLFRIEND STEALER ALERT
francisca.cgomes we need to start plan b to get our girl back iamrebeccad okay . . . but what is plan b? carlossainz55 forgetting plan b just like me, how cute cariño yourusername leave my girl alone, sainz 🫵👊 carlossainz55 That's it, I'm notwalking you down the isle anymore 😤 yourusername no need to get aggressive, let's talk ☹️
cliqueleclerc I AM A CHILD OF A FUTURE HAPPY MARRIED COUPLE 😭😭
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carlocarrasco · 1 year
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BIR confirms lower income tax rates for individual taxpayers effective on January 1, 2023
BIR confirms lower income tax rates for individual taxpayers effective on January 1, 2023
For those of you living and working here in the Philippines, be aware that starting January 1, 2023, lower tax rates will charged on individual taxpayers as confirmed by the Bureau of Internal Revenue (BIR), according to a recent GMA Network news report. Now is a good time to approach a certified expert on taxation if you want to see how this upcoming development will affect you. To put things…
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gunsandspaceships · 2 months
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Tony Stark’s achievements
Childhood:
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“Brilliant and unique mind”
At age 4 built his first circuit board
At age 6 built his first engine
Cracked the Pentagon’s firewall in high school on a dare
Went to college at 14
Built cool smart robots (Dum-E and U) when he was a teen
At 17 graduated summa cum laude from MIT
Polyglot
Before Afghanistan:
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“Da Vinci of our time”
Became an owner and CEO of Stark Industries at 21
Successfully ran the company for decades
Advanced the world of technology, not only in weaponry and robotics but also:
created advanced AI J.A.R.V.I.S.
created holographic interface technology
created repulsor technology
Participated in charity
In and after Afghanistan:
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“I’m sorry, I’m not Tony Stark”
Survived an open-heart surgery in a cave, without general anesthesia
Lived with, in fact, a debilitating wound, shrapnel, and a huge and dangerous technological device in his body for years and was willing and capable of doing not only his usual work but also being a superhero and doing all these next things...
Did not give up under torture and fought with his captors
Invented and built a miniaturized Arc Reactor, in a cave, with a box of scraps
Invented and built Iron Man armor, in the same cave, with the same box of scraps
Escaped from captivity by himself (with help from Yinsen, but without any armed assistance)
Became an expert in piloting and driving
Saved people in Gulmira
Saved a USAF pilot
Probably the best hacker in the world, was able to easily hack networks of the Pentagon, US government, AIM, and SHIELD
Fought with Iron Monger after nearly died. Defeated him and saved many lives. Was ready to die for that
Built many more different Iron Man armors
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Fought terrorists between IM and IM2 (IM2 tie-in comics)
Saved a submarine crew (IM2 - newspapers in Vanko’s home)
Saved a woman from a fire (IM2 - newspapers in Vanko’s home)
“Stabilized East-West relations” (IM2 - newspapers in Vanko’s home), so the world was “enjoying its longest period of uninterrupted peace in years”
Organized Stark Expo
Was able to keep Iron Man armor in his safe hands despite the government’s and HYDRA’s attempts to take it for themselves
Defeated Ivan Vanko in Monaco
(Re)Discovered a new element
 Synthesized it, by building a particle accelerator, at home
Revolutionized energy industry and science. Gave clean energy to the world
Defeated Vanko in New York with Rhodey, Natasha, and Pepper and saved many lives again
Saved Peter Parker (IM2)
Made it so that the Abomination would not leave prison and join the Avengers
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Built Stark/Avengers Tower powered by Arc Reactor technology
Saved Steve Rogers and many civilians in Germany from Loki
Was able to fight with Thor on equal terms
Biggest brain on Earth, arguably - in the Universe:
best scientist on the team, in SHIELD, on Earth, in the Universe
expert in nuclear, particle, and quantum physics
was able to learn very quickly – became an expert in thermonuclear astrophysics in one night
Successfully tracked Tesseract by its gamma radiation with Bruce
Saved Helicarrier with the Avengers and SHIELD agents on board, almost died
Saved Rogers from a merc right after that
Fought with Chitauri, killed many of them, saved a lot of people
Was able to blow up a Leviathan by himself
Saved New York City by redirecting a nuke to the wormhole
Saved the world by destroying Thanos’ Chitauri army, almost died again
Founded The United States Department of Damage Control to clean up after battles
Rebuilt Stark Tower into Avengers Tower and gave each team member their own quarters
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One of the best biologists and biomedical engineers on Earth, even if it’s not his main area of expertise:
helped Maya with Extremis back in 1999, because knew more in her own field, and even didn’t remember that
was head hunted by Aldrich Killian to work on Extremis with/instead of Maya, who was the leading expert in tissue regeneration
improved and stabilized Extremis, so it became safe regenerative technology, and with it…
cured Pepper
healed extensive injuries in his chest
invented and implanted devices for remote control of his suits (into his forearm in IM3, and most probably into his brain for Mark L armor in Infinity War)
invented build-in diagnostic system in his suits
Invented many devices for protection purposes (ex. bomb disposal)
A capable detective. Figured out the cause of explosions in IM3 on his own
Saved Pepper instead of himself by putting Mark 42 on her during the attack on his Malibu mansion
Survived the attack with a barely working prototype suit. Shot down a helicopter with a piano
Was able to fight with enhanced fire-breathing regenerating terrorists without armor and weapons in Rose Hill. In handcuffs
Knowledgeable and skilled in medicine:
saved a kid with his arc reactor in a deleted scene from IM3, selflessly pulling it out of his chest and performing defibrillation under electric shocks
knew how to recognize hyperglycemia when Harley was eating 3rd bawl of candies
closed his wound in Infinity War with nanoparticles
performed first-aid on Bruce after his snap
Built a lot of stuff from random things he bought in a store for the assault on the Mandarin's mansion. In a motel
Successfully stormed the Mandarin's mansion full of armed and huge security guys with dogs. Alone. Without his armor
Successfully escaped captivity in the Mandarin's mansion with just a few pieces of armor on
Saved all the people who fell from the Air Force One
Stormed Roxxon Norco ship with Rhodey, without a suit. With one handgun
Saved the US president
Defeated Killian and his Extremis-enhanced terrorists, saved many lives
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Built quinjets
Created Iron Legion
Became the benefactor of the Avengers, provided them with everything, was a combatant, and also the team’s pilot, hacker, engineer, medic, and scientist
As an Avenger saved many lives on missions, including destroying the rest of HYDRA in AoU
With Bruce’s help created Veronica and Hulkbuster suit
Defeated a rogue Iron Legionnaire with a fork
In contrast to other team members was able to function after Wanda played with his mind
Defeated mad Hulk. Saved a lot of lives in Johannesburg
Easily hacked nuclear codes in Nexus and found J.A.R.V.I.S. “in the world’s biggest haystack”
Created advanced AI F.R.I.D.A.Y.
Many advanced AIs
Created Vision
With the Avengers defeated Ultron and his army
Evacuated people who were left in Sokovia
Saved a falling evacuation shuttle with people on it
Together with Thor saved Earth by destroying the falling Sokovia
Rebuilt Stark Compound into Avengers Compound for the team in Upstate New York
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Invented several medical devices, including leg braces, blood toxicity detector
Sponsored the development of technology for psychotherapy (B.A.R.F.). Prevented it from being used for harm
Funded all the students’ projects at MIT
Did everything possible to legally, politically, and physically protect the team before, during, and after the Civil War
Was able to disarm Winter Soldier without a suit, with only one armored glove
Figured out Spider-Man’s identity
Created Spider-Man’s suits
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Mentored, sponsored, and looked after Peter Parker
Saved Peter Parker (SMH). Twice
Saved the ferry from sinking
Invented nanoparticles
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 “Earth’s best defender”
Went to space to save Peter, Strange and bring back Time Stone
Saved Peter Parker (IW)
Saved Strange on the Donut spaceship. Killed Ebony Maw
Cloak of Levitation chose him as his second favorite (deleted scene with Tony wearing Levi and Strange in Mark L)
Was respected by Thanos himself
Withstood when Thanos hit him with a moon
Fought Thanos, made him bleed, kept fighting even without armor
Survived a severe injury thanks to his own invention
Was able to function, tried to fix Benatar, and return home while injured and ill with an infected wound
Built a lab for Bruce and helped him to become one with Hulk (combine the best of both worlds)
Became an amazing dad
Became an expert in time travel physics
Discovered/invented (controlled) Time travel
Built a time machine
Went on Time Heist and stole Tesseract from a guarded military base
Created his own Infinity Gauntlet
Thus brought half of the universe back to existence (Bruce snapped and partially sacrificed his health, but nothing would be possible without Tony)
Saved Bruce’s arm by providing emergency medical care
Fought with Thanos again and…
Saved the whole Universe
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natalievoncatte · 1 month
Text
Lena squared herself up after she stepped from the elevator.
This has taken considerable work. She’d had to arrange for her absence from boarding school to go unnoticed, or at least, unremarked upon. If Lillian got wind of her running away, she’d have been skinned alive. Perhaps literally. Since her adoptive father’s death, she’d actually looked forward to school, and to being away from Lillian’s abuse. Lex was now the only thing keeping her from Lena, and Lex was preoccupied with his project.
Her brother had been away for school for some time, but they had summers off together at least. When Lex took over the company when he turned 21, he grew distant and aloof, spending more time with his friend Clark or at work than with family.
With his absence came Lillian.
Still, she had managed to build a support network. Frank, her bodyguard-slash-driver was Lex’s man, but he was useful. Lena had spent months buttering him up to participate in her plan: she needed wheels.
In the meantime she’d acquired blackmail material. The head master at the school gave her a broad latitude after she implied that she might expose certain proclivities of his. That gave her the time away she needed. She’d carefully negotiated a higher allowance from Lex in exchange for accelerating her studies in anticipation of beginning her undergraduate studies at sixteen, which was a triviality for her anyway.
Lena walked down the hall, heart pounding against the backpack clutched to her chest. Each step felt heavy, alive with portent.
She could turn back now. She could turn her back now.
What if she was wrong? Paranoid, addled, as crazy as her mother, just like Lillian said? What if she was about to not only blow up her whole life, but slander her brother. If this went sideways, she didn’t know what exactly would happened to her, but Lillian had once, while tipsy on whisky from Lionel’s stash, told Lena that if not for Lex, she’d have Lena garroted with piano wire and buried on the estate, and like any bag of trash, no one would notice she’d been disposed of.
When she told Lex, her hands shook like leaves. He looked at her for a long cold moment and she worried that he’d slap her or scream or throw her out of the house, but he simply said, “I’ll talk to her about it.”
He did. She never made another threat.
He also brought her a wooden box, ornate and polished. Lex sat next to Lena and opened the box, showing her the contents, lying on red velvet. A five shot snub nose revolver and two speedloaders.
“I’ll teach you how to use this,” Lex said, grimly. “I know you’re smart enough to know if you need to. If anyone tries to harm you, kill them. I’ll clean it up.”
Lena had been terrified of it for months, even as she enjoyed the shooting lessons from Lex, given in a remote part of the estate near a burbling creek, the shots cracking the morning peace and shaking dew from leaves.
She had the gun in her backpack, and her hands were shaking.
The other contents of her bag were a weapon far more devastating. She was about to fire it and she’d have to accept the consequences.
Finally, she stood outside the door. Apartment 18B. The name on the lease was Lois Lane, but according to Lena’s reconnaissance, Clark Kent had been living with her virtually full time for the last six months, not long after something changed in his relationship with Lena’s brother.
Lena’s hand hung before the door for a good minute before she knocked, weekly. She hadn’t considered what might happen if they were simply not home. Her legs felt watery and her eyes burned. She knocked again. She was committed now.
The door swung open and Lois Lane stood before her. She was beautiful in an understated way, obscured by limp hair in a chaotic bun, rumpled clothes, and the stink of coffee on her breath.
“Who- what? Kid, what do you want?”
“I need to see Clark Kent. Is he here?”
“Who’s asking?”
“Lena Luthor.”
There was a gust of wind behind her, and Kent stepped into view.
“Lena?” said Clark. “Lex’s little sister? What are you doing here?”
Lena’s throat went tight. She swallowed hard, and as she anticipated, his demeanor changed. He softened. He craned forward slightly, studying her intently, and his brows shot up when looked at her bag.
He was checking her vital signs and he’d spotted the gun. In the bag.
“He knows you’re Superman,” Lena choked out, “and he’s going to kill you.”
Lois glanced at Clark with a stunned, stunned wide expression. Then, she grabbed Lena and yanked her inside, slamming the door. Lena squeaked.
“How do you know that? Lex knows? Did he tell you? What do you mean he wants to kill Clark?”
“Hey,” Clark said, crouching beside Lena to bring himself to her level, resting a comforting hand on her slight shoulder. “Take a breath, Lena. You’re safe here.”
In Lena’s plan, she was going to begin explaining, starting with how she deduced his identity and lay out what she discovered in his files. That was her plan, but no plan survived first contact with the enemy.
Lena began to sob.
Superman knelt beside her and removed his glasses, and enveloped Lena Luthor in a warm, protective hug. She sobbed harder, burying her face in his shoulder.
“Jesus Christ,” Lois whispered.
She drew the gun out of the bag and checked it with professional, practiced familiarity, dumping the shells into her hand.
“I think she’s telling the truth.”
Clark nodded.
Over the next hour, Lena was swept to Lois’s big couch and sat in the middle while the pair sat on either side of her. When she was hungry, Clark went out to get her favorite guilty pleasure meal, a big greasy burger and fries, and a milkshake too. Between bites, she explained everything, telling them about her brother’s insane plan to turn the sun red.
They believed it all. Lena had receipts.
Eventually, Lena was exhausted, everything had been said, and she sat with dull shock on the couch and stared at the black mirror of a blank television set, marveling at how small and helpless she looked, like a drowned rat.
“Why don’t you lay down for a while?” Lois said, gently. “Here, I’ll put something on the TV for you.”
Lena didn’t make it ten minutes in before she was asleep, curled tightly on one end of the couch with a pillow under her head.
She woke sometime later. It was dark now and she heard voices on the far side of the apartment.
“I called Bruce. He said he’s in, and he’s bringing reinforcements. I’m going to try to get a Green Lantern on board. We have to move fast. Nevermind me, if Lex does this, millions of innocent people will die. We’ll have to move fast.”
“What about the girl?” said Lois. “She can’t go home now. We have to get her somewhere safe.”
“I have to get you both somewhere safe. I should probably come up with a reason to get the building evacuated. One Lex realizes he’s been caught out, he’ll come after both of you.”
“You’re right.”
“I want you to go out,” said Clark. “Make it look like you’re heading out to a convenience store. Bruce is sending Alfred to pick you up, he should be here in an hour. I have somewhere else in mind for Lena.”
“Where?”
“It’s better if I don’t tell you, just in case.”
When he emerged from the back bedroom, Clark Kent was resplendent, clothed in the persona of Superman.
“Lena?” he said, gently. “We have to go. I’ll take you somewhere safe, where your brother won’t find you.”
Lois joined him. “You’re going to put on some of my clothes, and I’m going to check your hair. You can’t take anything with you. Lex Luthor might have been tracking you the entire time.”
Lena’s stomach dropped. What if she was right? That might be a move Lex would play, tracking Lena so that he could use her against his enemy. Lex had become cold, single minded. Lena was wondering how long it would be until she was disposable.
“Okay,” said Lena.
“I’m going to have to fly you.”
Lena did as she was told. She put on an outfit that belonged to Lois, a hilariously oversized Gotham U sweatshirt and leggings. When it was time, Superman bundled her up in his cape.
“I’m scared of heights.”
“I would never drop you,” he said.
Lena screamed when he took off. She was glad for the cape, glad she couldn’t see the ground. She curled up around him and pressed her eyes tightly closed, wondering exactly how fast they were going.
The landing came surprisingly fast. He’d alighted on the grassy lawn of a lovely beach house. Lena smelled something baking and heard voices inside. Clark knocked on the door.
A girl, a little older than Lena, opened the door. Golden curls spilled over her muscular shoulders, and she wore an oversized pair of glasses that did nothing to dull the endless depths of her blue eyes. There was something profoundly sad behind the curiosity in those eyes. She looked at Lena with mild confusion.
Lena stared back. There was a wild stirring in her stomach, and she shifted uneasily on her feet.
Then, the girl addressed Clark in a rapid, clipped, and utterly strange sounding language.
It hit Lena like a shockwave.
They were speaking Kryptonian.
“Lena,” said Superman, turning to her. “This is Kara Zor-El, my cousin. The last daughter of Krypton.”
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