#Cloud Computing in Berlin

[jcmarchi]

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

New Post has been published on https://thedigitalinsider.com/hakob-astabatsyan-co-founder-ceo-of-synthflow-interview-series/

Hakob Astabatsyan, Co-Founder & CEO of Synthflow – Interview Series

Hakob Astabatsyan, Co‑Founder and CEO of Synthflow, is leading the development of cutting-edge voice AI technology that helps businesses automate customer calls with human-like responsiveness. Based in Berlin, Hakob co-founded Synthflow in 2023 with the goal of making advanced conversational AI accessible to companies of all sizes.

Under his leadership, Synthflow has rapidly scaled across Germany and the U.S., enabling clients in real estate, healthcare, finance, and other industries to deploy custom no-code voice agents in just weeks. These AI agents handle inbound and outbound calls, integrate with 200+ apps and CRMs, and operate at low cost with exceptional accuracy. With rapid revenue growth and a growing global team, Synthflow is becoming a leading voice automation platform—and Hakob is at the forefront of its expansion.

What inspired you to start Synthflow, and how did your background as a strategist and serial entrepreneur influence the company’s mission?

When we started Synthflow, voice AI was still in its infancy, limited to robotic IVRs and hard-coded scripts. But having worked across multiple startups and tech ventures, I could see a deeper opportunity. My background as a strategist taught me to spot moments when a shift in infrastructure reshapes an industry, and that’s exactly what large language models did for voice.

We knew that if we could combine cutting-edge AI with real-time voice interaction we could transform customer communication. That mission to democratize voice AI wasn’t just a tagline; it was a response to a market gap. Our north star has always been to build human-like automation that is easy to deploy, scalable, and secure.

Your mission is to “democratize access to AI voice automation.” What does that look like in practical terms for small and mid-sized businesses?

Democratizing voice AI means removing the technical and financial barriers that have historically limited access to this technology. Whether you’re a fast-scaling startup, a mid-sized operation, or an enterprise team looking to modernize customer engagement, our goal is to make human-like voice automation deployable in days.

This is why we built Synthflow as a no-code platform. Instead of relying on engineering resources or lengthy integrations, teams across sales, support, and operations can design and launch voice agents through a simple browser-based interface. It’s a shift from AI being a back-office R&D project to a frontline business tool.

Can you walk us through what it takes to build and deploy a voice agent from scratch using your tools?

It’s remarkably intuitive. Our no-code, browser-based interface lets users drag and drop elements to design a complete call flow conversation from greetings to follow-ups. You can define tone, fallback behaviors, and integrations with your existing systems like CRMs or calendars.

We take care of everything behind the scenes—transcription, speech synthesis, LLMs, and call setup—so teams can focus on the experience, not the plumbing. That’s how we earned G2’s Fastest Implementation badge for AI Agents globally, because most of our customers go from zero to live in under two weeks.

What breakthroughs allowed you to achieve human-like latency of <500ms and near-perfect uptime?

Achieving sub-500ms latency was a major technical milestone. It required a combination of edge computing, real-time streaming architecture, and model-level optimization. We decoupled our speech-to-text and text-to-speech layers from the LLM inferences to ensure parallel processing wherever possible.

On the infrastructure side, we designed for reliability from day one—leveraging redundancy, failover routing, and distributed cloud systems to maintain uptime even at high volumes. Today, we process over 40 million calls per month, and our customers benefit from that battle-tested scale.

How does Synthflow’s AI avoid hallucinations and stay within brand-safe “guardrails” during conversations?

Unlike general-purpose chatbots that try to handle anything and everything, our voice agents are built to be goal-driven. That focus dramatically reduces the chances of hallucination. If an agent is designed to schedule calls, it simply won’t respond to unrelated prompts like “tell me a joke” or “what’s the weather.” It sticks to the task it was created for, keeping the conversation purposeful and on track.

On top of that, our platform includes a built-in knowledge base that lets you define exactly what the agent should know—and more importantly, what it shouldn’t. This makes it easy to keep conversations brand-safe, accurate, and relevant, while giving you full control over how the AI handles information.

What makes users trust an AI voice agent, and where do things typically go wrong in customer experience?

Trust comes down to speed, relevance, and tone. If an AI responds quickly, understands intent, and sounds natural, people are more likely to engage. We’ve built in subtle human cues like pauses and filler words to make conversations feel real.

Things go wrong when AI tries to do too much. That’s why our agents focus on specific tasks and escalate when needed. It’s not about doing everything—it’s about doing the right things well.

That said, we know some people are still skeptical. And that’s fair—every new technology goes through that phase. As a pioneer in voice AI, we see it as our job not just to build great tech, but to help people feel confident using it.

How do you ensure that Synthflow voice agents handle sensitive data securely while complying with HIPAA, SOC2, and GDPR?

Security and compliance are core to our architecture. We’re certified under SOC 2 and GDPR and operate with HIPAA-compliant safeguards for healthcare clients. This includes data encryption at rest and in transit, role-based access controls, audit logs, and consent frameworks baked into call flows.

What role do humans still play when Synthflow is deployed — and where is human-AI collaboration most critical?

Humans will always play a critical role. Synthflow isn’t here to replace people, we’re here to make them better at their jobs. Our AI voice agents take on the repetitive, routine calls so human teams can focus on what they do best: handling complex, emotional, and high-impact conversations.

We think that the future of customer communication is like a relay. The AI runs the first leg of the conversation—capturing intent, collecting details, handling routine actions. When things get more complex, it passes the baton to a human with full context so they can pick up seamlessly. That kind of human-AI collaboration creates better experiences for both sides of the conversation.

You’re based in Berlin. How does the European tech ecosystem shape Synthflow’s growth strategy, especially around privacy and AI regulation?

Being in Europe, especially in Berlin, has sharpened our focus on privacy, ethical AI, and compliance-first development. European customers demand high standards, and we’ve embraced that as a competitive advantage. Our architecture is designed to be data-sovereign and regulation-ready, which positions us well as global AI regulations tighten.

Berlin also offers a unique talent pool. It’s helped us grow thoughtfully while staying grounded in trust, which is essential when your product talks directly to customers on behalf of a brand.

Where do you see the future of AI voice agents heading — and what’s one major trend in enterprise AI that’s currently underhyped?

The future is accelerating faster than anyone predicted. Within a few years, I believe over half of all B2B voice interactions will be AI-driven, and we’re already seeing glimpses of AI-to-AI conversations managing entire workflows.

One underhyped trend is the rise of no-code and low-code AI orchestration. Everyone talks about the models, but the real unlock comes when businesses can deploy and iterate on AI solutions without writing code. And we’re excited to be part of this wave.

Thank you for the great interview, readers who wish to learn more should visit Synthflow. 

[ds4u]

Experience GITEX Europe 2025: AI, Healthtech & Custom Software Development Solutions

Explore the future of Healthtech, AI, and custom software development at GITEX Europe 2025 in Berlin. Join 40,000+ tech leaders and discover cutting-edge innovations, including AR/VR, cybersecurity, cloud, and healthcare IT. Visit DreamSoft4u’s booth for next-gen software services and intelligent digital solutions.

[omegaremix]

Finds For 2013.

Killing Joke “Rapture”

Melvins, The “In The Freaktose The Bugs Are Dying”

Unsane “No Chance”

Dead Banana Ladies “1234”

Excepter “Kill People”

Death Grips “Guillotine”

Crystal Castles “Alice Practice”

Joy Division “Interzone”

How To Destroy Angels “The Loop Closes”

Z’ev “Shake, Rattle, And Roll”

Mika Miko “Capricoronations”

IAMX “I Am Terrified” (Alec Empire RMX)

Cold Cave “Confetti”

CX Kidtronik “Sky Is My Roof”

My Bloody Valentine “Who Sees You”

Killing Joke “Mass”

Captain Sensible & The Softies “Jet Boy Jet Girl”

Siouxie Sioux & The Banshees “Dear Prudence”

No Age “Every Artist Needs A Tragedy”

Ice “Flood”

Donny McCaslin “Alpha & Omega”

Death Grips “Takyon”

Fall, The “Mollusc In Tyrol” (live)

CX Kidtronik “Let’s Go Krazy” (Atari Teenage Riot RMX)

Sonic Youth “Tuck N’ Dar”

Slowdive “Catch The Breeze”

IO Echo “Carnation”

Prurient “There Are Still Secrets”

Tying Tiffany “Slow Motion” (Nic Endo RMX)

Head Of David “Newly Shaven Saint”

James Chance & The Contortionists “Bedroom Athelete”

Terawrizt “Don’t Forget”

Cut Hands “Black Mamba”

Alec Empire “New Man”

Mogwai “Letters To The Metro” (Zombi RMX)

Killing Joke Extremities, Dirt, And Various Repressed Emotions

Nujabes “Latitude” (RMX)

Laura Nyro “Buy And Sell”

Cut Hands “Stabbers Conspiracy”

Guitar Wolf “Jet Virus”

NxFxTxEx “Tanz Der Idioten”

Smiths, The “How Soon Is Now”

Damned, The “1 Of The 2”

Killing Joke “Jana” (Youth RMX)

Glass Candy “Warm In The Winter”

Bug, The “Catch A Fire”

Shonen Knife “When You Sleep”

Dot Allison “I Think I Love You”

Dead Boys, The “Sonic Reducer”

Christoph De Babalon “Traumspiel”

Consumer Electronics “Hand To Mouth (Barely Visible)”

Ramleh “Gibbering Wreck”

Les Ralizes Denudes “Dream” (live)

Skullflower “Diamond Bullet”

Tre Lux “Lever Let Me Down Again”

Ash Pool “Sin Of Life”

Laughing Hyenas “I Want You Right Now” (live)

Dead Banana Ladies “Girls Gone Wild”

Urbie Green “Mertensia”

This Will Destroy You “Little Smoke”

Prince Rama “Welcome To The Now Age”

Bug, The “Skeng”

NxFxTxEx “Some Stuff”

Killing Joke “Democracy”

Raveonettes, The “Ali Walk With Me” (Nic Endo RMX)

Bomb Squad “Riot Riot”

Sonic Youth “Santa Doesn’t Cop Out On Dope”

Merzbow “Silent Night”

Some Girls “He’s On Drugs Again”

Silver Daggers “Real Neat Flag”

Crystal Castles “Pap Smear”

Jesu “Christmas”

Atari Teenage Riot “Collapse Of History”

Avengers, The “We Are The One”

Babes In Toyland “Laugh My Head Off”

Gigi Masin “Clouds”

Small Black “Despicable Dogs” (Washed Out RMX)

Suicide “I Remember”

Black Tambourine “Black Car”

Martin Rev “Mari”

Nite Jewel “We Want Our Things”

Brothertiger “Turquoise (Skyline)”

Sea Oleena “Orion’s Eyes”

Chromatics “Tick Of The Clock”

New Bomb Turks “Dragstrip Riot”

Savages “Husbands”

Cold Cave “Oceans With No End”

125, Rue Monmartre “Revolter”

Wipers, The “Last Chance”

Crass “Shaved Women”

Depeche Mode “Soothe My Soul”

Fall, The “Victrola Time”

FFH “Worth Doing”

Phil Western “Bleak Night”

Gary Low “I Want You”

Babes In Toyland “Oh Yeah”

Heavens To Betsy “Get Out Of My Head”

Huggy Bear “February 14”

John Frusciante “The Real (Curtains)”

Suicide “See You Around”

Joy Division “Love Will Tear Us Apart”

Lapalux “Guuurl”

Les Rallizes Denudes “Reapers Of The Night” (live)

Mike Simonetti “Third Of The Storms”

Nitzer Ebb “Getting Closer”

Phil Western “Citrus Dream”

Savages “Flying To Berlin”

Farah “Gay Boy”

Bedflowers, The “My Ex-Lovers’ Address”

STRFCKR “Quality Time”

Alan Vega “Jukebox Babe”

John Frusicante “Remains”

Babes In Toyland “Bruise Violet”

Subhumans UK “The Day The Country Died”

Bratmobile “Shut Your Mouth”

Suicide “Cheree”

Telepathe “I Can’t Stand It”

Ceremony “Old”

Devotchkas, The “Live Fast Die Young”

Heavens To Betsy “Waitress Hell”

Bedflowers, The “In Love With 25 People”

Glass Candy “Digital Versicolor”

Computer Magic “Running”

Toll “Radio Moscow”

Twisted Wires “One Night At The Raw Deal”

Washed Out “Within And Without”

Golden Filter, The “Hide Me”

Desire “Mirror Mirror”

125, Rue Monmartre “Disco Hijack”

Boards Of Canada Tomorrow’s Harvest

Glass Candy “Redheads Feel More Pain”

Lee Ranaldo “The Bridge”

Mark Pritchard “Duppies”

Slowdive “Morningrise”

Primal Scream “City Slang”

Beach Fossils “Youth”

Classixx “All You’re Waiting For”

Dornik “Something About You”

Nine Inch Nails “Came Back Haunted”

Belle Game, The “River”

Com Truise In Decay

Fuck Buttons “The Red Wing”

Preatures, The “Is This How You Feel”

Drums, The “Money”

Gold Panda “You”

M.I.A. “Bring The Noize”

Mike Simonetti “The Magician”

Chvrches “Gun”

Disclosure “When A Fire Starts To Burn”

Ramallah Underground “Amputate (With The Unpeople)”

Appaloosa “Intimate”

Bibio “You”

Chvrches “Recover”

Killing Joke MMXII

Cigarettes, The “You Were So Young”

Cabaret Voltaire “Yashar”

A’Simetric “Refusal”

Big Business “Another Fourth Of July…Ruined”

Brought Low, The “The Kelly Rose”

Cabaret Voltaire “Sensoria (Razormaid)”

Sunburst “Mysterious Vibes”

Death Spiritual Mental Physical

S.M. Nurse “No Pop”

Dick Hyman “Give It Up Or Turn It Loose”

Minnie Riperton “Les Fleurs”

Anti-Nowhere League “For You”

Chick Carlton & Mesmeriah “One More Time With Feeling”

Death For The Whole World To See

Flora Purim “Angels”

Mantronix “Needle To The Groove”

Manzel “Midnight Theme”

Frank Ricotti “Vibes”

Giorgio Moroder “Midnight Express”

James Mason “I Want Your Love”

Killing Joke “Love Like Blood”

Francis Monkman “Getting Ready”

Mantronix “Bassline”

Blackbyrds, The “Love Is Love”

Herbie Hancock “Butterfly”

Merzbow “Action For Green 2”

Muslimgauze “Zion Under Islamic  Law”

Stars And Bars “Stars And Bars”

Tarika Blue “Dreamflower”

GG Allin & The Unseen “Murder For The Mission”

Big Barney “Whole Damn Thing, The”

Christoph De Babalon “Marble Stairs”

Akitsa “Redemption”

Jonwayne “404 Garbage”

Public Image Ltd. “Theme”

Silent Servant “Utopian Disaster (End)”

Tech Level 2 “Hard Times” (dub)

Nine Inch Nails “All Time Low”

Four Tet “Jupiters”

Death Grips “Feels Like A Wheel”

AIDS Wolf “Cities Of Glass”

Peanut Butter Wolf “Dopestyle”

Whitehouse “Guru”

Alberich “Open Warfare”

Akitsa “Prophetie Heretique”

Ostara “Darkness Over Eden”

Elliott Smith “Twilight”

Chvrches “Lies”

M.I.A. “Only 1 U”

Oneohtrix Point Never “Problem Areas”

Bathory “Reaper”

Death Grips “This Is Violence Now (Don’t Get Me Wrong)”

Crash Course In Science “Cardboard Lamb”

AIDS Wolf “Like PSHTS Of Aerosol”

My Bloody Valentine “Only Shallow”

Pale Sketcher “Show Me How”

Wild Nothing “Data World”

Marine Girls “In Love / Honey”

Gleitzeit “Ich Kommew Aus Der DDR”

Phil Western “We Have Come To Bless This House”

Evian Christ “Salt Carousel”

Boards of Canada “Nothing Is Real”

Chvrches “Now Is Not The Time”

Nancy Wilson “I’m In Love”

Ron Morelli “Radar Version”

Public Image Ltd. “Fodderstompf”

[theeye2000]

The Hubs of Humanity 1

Prologue:

Back in the early 23rd century, as humanity began spreading its wings into the cosmos, the European Space Convention envisioned a groundbreaking project. They named it HUSB – Harmony of Urbanity and Space Bridges or as the public called it “The Hubs of Humanity”. At the projects core stood the idea to create a network of space stations and infrastructure pieces, each intricately designed to reflect Europe’s intricate designs and reflecting the architectural wonders of a wide range of European cities. It was like taking a slice of Paris, a bit of Barcelona, small snippets of Amsterdam and tiny amounts of Vienna and sprinkling their iconic look´s into the seemingly infinite abyss of interstellar space. The cities in the sky fostered significant cultural exchange, scientific collaboration, and good old human connection. Picture space stations modeled after the elegance of avant-garde designs of Berlin, the timeless charm of Rome or the sophistication of the medieval center of Prague.

Construction kicked of on a massive scale and for a while the project was the talk of the galaxy. The stations became marvels of their own right, embodying the spirit of humanity and its creativity. But as fate would have it, the early days of the 24th century brought a devastating cosmic cataclysm. An insidious computer virus, born from the depths of the digital unknown, infiltrated the project´s communication networks and databases. It spread like a raging wildfire, leaving chaos in its wake, and toppling the human economy and causing the once-thriving interconnected system into disarray. The fallout left a haunting legacy for the project, as the collapse progressed and databases where wiped clean many station dwellers decided to abandon their ships, leaving them adrift and causing them to vanish into the vast expanse of space without any trace left. They became cosmic ghosts, silently orbiting in the darkness, their stories and beauty lost to the void.  Quickly forgotten by the rebuilding civilization that emerged from the ashes. Their memory fading into obscurity becoming fragments of an era long gone by. The civilization moved continually forward, leaving behind the mysterious past.

Many generations passed, and with the shift of cosmic currents, some of the long-forgotten stations reemerged from the cosmic background, having become new, beautiful obscure or even haunting shells of their former selves. Slowly many of them revealed new and diverse tapestries of fates. Some not just remnants but thriving hubs of life, sustained by reformed ecosystems and their resourceful inhabitants which had found a way to adapt to the sudden challenges of having to find ways to sustain their ways of living in space. Others had undergone large alterations, their original purposes re-imagined by advanced AI and machinery which was once designed to keep the stations operational. These technological custodians ensured the continued existence and advancement of these magnificent stations, evolving them into marvels of automated efficiency and sustainability.

The Hubs of Humanity: Aetherian Arboretum

Now after many of them had been long forgotten and become legends of a marvelous past the first of these celestial relics appeared at the edge of Humanities capital solar system. As it floated trough the vast reaches of the cosmos by pure chance it passed the outermost surveillance satellites of the Human system SOL1. There it was a space station which echoes the grandeur of an age long gone. A picturesque and mesmerizing blend of elegance and the neon glow of a bygone era. Tall ornate structures with their sinuous curves and intricate floral motifs rise from the main ring like structure and into the star lit fabric of space. Facades adorned with dim luminescent neon colors cast a surreal picture upon any eyes there to observe it. As it silently orbited throughout the cosmic ballet of space rocks of a region referred to as the Oort cloud it was greeted by a group of space vessels. Drawn towards it they cautiously approach the abandoned celestial haven.

As a group of explorers set foot onto it for the first time again, they marvel at the fusion of design and cosmic functionality. As they wander the deserted streets, the air is filled with an eerie silence, only broken by the occasional rustle of leaves and the distant hum of nature overtaking the space. Vines gracefully cascade town the sides of once bustling structures as they intertwine wit the fading light of neon signs that once proclaimed the names of businesses now long forgotten. The corridors and walkways once trodden by station dwellers, now play host to a delicate tapestry of nature. Moss covering lower grounds and growing through cracks in the flooring and resilient ferns and flowers also pushing their way through the seams. Tables, doors, and windows adorned with wrought-iron designs being claimed by encroaching vines. The almost ghostly neon glow flickering and casting a dreamlike scene into the explorers´ eyes. The grand arches and domes of the once famous trading hub now softened by the embrace of ivy and climbing roses.

Amid this fantastic scene of haunting beauty, unexpected inhabitants had found their niche – flocks of chickens, descendants of once domesticated birds, had adapted to the continuous darkness of the abandoned space station. Their plumage had taken on otherworldly beauty as it reflected the surrounding hues of dim neon lights. Their feathers colored in ethereal blends of deep purples, electric blues, and luminous greens they created a mesmerizing spectacle of shimmers and shadows as they moved through the silent station. These avian inhabitants adapted to the perpetual darkness of the station developing nocturnal rhythms and clucking that harmonized with the faint hum of the station´s former vibrancy. They had become the unexpected guardians of this rediscovered neon-lit legacy.

As the explorers reluctantly tore themselves away from these mesmerizing scenes, they delved deeper into the bowels of the ship, where they uncovered relics and objects of the once flourishing and passionate inhabitants. It also became evident that the station had undergone its profound metamorphosis, triggered by the exhaustion of its fusion systems and batteries several generations ago. The once state-of-the-art machinery had gracefully transitioned into a state of energy conservation. Basic life support systems hummed softly, maintaining the atmospheres delicately balanced atmosphere as the surroundings were bathed in the perpetual dim glow of neon lights, nurturing the lush flora overtaking the stations interiors. The artificial gravity modifier, a relic of advanced technology, continued to function on a minimal level. Its low persistent hum serving as an unseen orchestrator, allowing the abundance of plants and neon-feathered chickens to thrive in their cosmic sanctuary.

As the explorers continued their way through the corridors, they marveled at the ingenious processes that had sustained the stations delicate balance over the years. In this cosmic tapestry, the explorers sensed a quiet resilience. An enduring legacy left by a bygone era that unwittingly had given rise to this flourishing microcosm. The space station, now reemerged as a living testament to adaption, whispering its story of metamorphosis through the hushing echoes of its few still operational automated systems, the soft neon-glow of plant lights, and the vibrant clucks of chickens against the backdrop of the celestial stage.

With high anticipation, the explorers access the ship´s extensive database, eager to unveil the secrets hidden within the almost dreamlike structure they had been navigating. As the displays flickered to life, they revealed intricate schematics and blueprints of the station. The designation “Aetherian Arboretum” adorned the digital representations of the mighty station´s architecture. The name resonated with an ethereal quality, capturing the essence of this celestial haven. Armed with the new knowledge of the station´s identity, the explorers felt a deeper connection to it. As it stood as a testament to human ingenuity and the enduring spirit of exploration as it transcended its initial purpose as a hub of exploration and trade, evolving into a beacon of life amid the cosmic abyss. The name now etched into humanity’s records once again it was soon to become a thriving celestial haven again.

The news of the Arboretum´s rediscovery and its unique transformation captured the imagination of Earthlings in a wildfire. Recognizing its unique historical and ecological significance, authorities and swiftly declared it a protected zone and placed it under historic and natural preservation. The once-abandoned station a testament to the harmonious coexistence of nature and technology, underwent careful restoration with the goal of preserving its unique atmosphere while allowing eager tourists to experience the surreal beauty of the station in a small selected section. During the beginning of its restoration, the celestial sanctuary was moved in a stable orbit around Saturn, creating a celestial backdrop that added to the mystique of the cosmic destination. As visitors disembarked onto the transformed space station, they marveled at the now again neon-lit arches, domes and towers, the vibrant flora and the more than enthusiastic clucking of the specially adapted chickens. Educational Programs were established quite quickly to inform about the Arboretum´s rich history, its transformation and the unique ecosystem within it. Conservationists closely monitoring the neon-feathered chickens, ensuring their well-being and natural behavior are not disturbed in any significant way. As the space station orbited Saturn, the "Aetherian Arboretum" stood not only as a destination for eager earthlings but as a symbol of the boundless potential for exploration, preservation, and the celebration of the cosmic wonders that unfolded beyond the confines of Earth.

[ghelgheli]

Stuff I Read In April 2024

bold indicates favourites

Books

Transgender Marxism, ed. Jules Joanne Gleeson & Elle O'Rourke

The Monster Baru Cormorant, Seth Dickinson

Giovanni's Room, James Baldwin

Neocolonialism, the Last Stage of Imperialism, Kwame Nkrumah

Decolonizing Trans/Gender, b. binaohan

Yuri/GL

Even the Introverted Gals Wanna Get Out There! / Inkya Gal demo Ikigariatai!, Kashiwagi Tsukiko

Hello, Melancholic!, Oosawa Yayoi

My Girlfriend's Not Here Today, Iwami Kiyoko

Yamada and Kase-san, Takashima Hiromi

Chocolate and Kase-san, Takashima Hiromi

Kase-san Series, Takashima Hiromi

Love My Life, Yamaji Ebine

My Cute Little Kitten, Morinaga Milk

Short Fiction

The Monkey's Finger, Isaac Asimov

Everest, Isaac Asimov

The Pause, Isaac Asimov

And Come From Miles Around, Connie Willis

Oh Fanged Night!, Hijab Imtiaz Ali [link]

Palestine

Are we indeed all Palestinians?, Mohammed El-Kurd [link]

Point. Click. Occupy. Sophia Goodfriend [link]

‘Lavender’: The AI machine directing Israel’s bombing spree in Gaza, Yuval Abraham [link]

"Man-made hell on Earth", Jeremy Scahill & Yasser Khan [link]

A Mirror of Our Immediate Future, Erica Jung & Calvin Wu [link]

Queer &c.

Is “Gender Ideology” Western Colonialism? ,Jenny Evang [link]

Why are AMAB trans people denied the closet?, Julia Serano [link]

Beyond the Coloniality of Gender: María Lugones, Sylvia Wynter, Decolonial Feminism, and Trans and Intersex Liberation, Alex Adamson [link]

The Problem of Recognition in Transitional States, or Sympathy for the Monster, Nia Frome [link]

Against the Couple Form, Clémence X. Clementine [link] [and coda]

The Abuser's Guide to Transmisogyny, Wyatt Fractal Starlight [link]

The Logic of Gender, Endnotes [link] [and interview]

Rethinking Homonationalism, Jasbir K. Puar [link]

The Child, Jules Gill-Peterson [link]

Maternal (In)coherence: When Feminism Meets Fascism, Joy James [link]

Other

The Campus Does Not Exist, Samuel P. Caitlin [link]

What is an Author?, Michel Foucault [link]

Cuba Libre (1960), Amiri Baraka [link]

From the Nakba to Nasser, The Dig w/ Abdel Razzaq Takriti [link]

A 1962 Defense of the Berlin Wall [link]

The Staggering Ecological Impacts of Computation and the Cloud, Steven Gonzalez Monserrate [link]

[libertariantaoist]

News Roundup 7/5/2023 | The Libertarian Institute

Here is your daily roundup of today's news:

News Roundup 7/5/2023

by Kyle Anzalone

US News

President Biden announced Monday that he will nominate Elliott Abrams to the bipartisan United States Advisory Commission on Public Diplomacy, CNN has reported. AWC

Russia

CIA Director William Burns said in a speech on Saturday that the war in Ukraine provides his spy agency a “once-in-a-generation opportunity” to recruit Russians. AWC

Top German officials expressed concern regarding Western escalations in Ukraine and signaled Berlin will push back against the most provocative proposals. The Institute

Ukrainian President Volodymyr Zelensky has reaffirmed his position that the war in Ukraine will not end until Ukrainian forces take Crimea, which Russia has controlled since 2014. AWC

Polish Prime Minister Mateusz Morawiecki has called for US nuclear weapons to be deployed to Poland in response to Russia sending tactical nukes to Belarus. AWC

An advisor to the director of Russia’s Rosenergoatom nuclear power engineering company claimed Tuesday that Ukraine is planning an imminent attack on the Zaporizhzhia Nuclear Power Plant (ZNPP) while Ukraine is accusing Russian forces of plotting to blow up the facility. AWC

NATO on Tuesday agreed to extend Secretary-General Jens Stoltenberg’s term by another year as the alliance wants to stick with a familiar leader amid its raging proxy war against Russia in Ukraine. AWC

The Russian Foreign Ministry said Tuesday that Ukrainian drone attacks on Moscow and other areas inside Russia would not be possible without support from the US and NATO. AWC

China

Taiwan’s purchase of a mine-laying system from the US has sparked protest from opposition politicians as they don’t want Taiwan to become an “island of landmines,” The South China Morning Post reported on Monday. AWC

The US is looking to restrict Chinese companies’ access to cloud-computing technology in a move that would further strain ties between Washington and Beijing, The Wall Street Journal reported on Tuesday. AWC

On Tuesday, Taiwanese President Tsai Ing-wen hosted a US congressional delegation led by Rep. Kevin Hern (R-OK), the second time within a week that a group of US lawmakers visited the island. AWC

Middle East

The White House has expressed support for a major Israeli offensive that was launched against the occupied West Bank city of Jenin early Monday. AWC

Former Vice President Mike Pence participated in a rally outside Paris led by the exiled Iranian terrorist cult, the Marxist-Islamist Mujahideen-e-Khalq headed by Maryam Rajavi, and their political front the National Council of Resistance of Iran (NCRI), over the weekend. The Institute

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[bharathidegreecollege]

Best Degree College in Warangal for Career Growth

The Launchpad for India’s Future Leaders

In today’s fast-paced digital economy, career growth is no longer determined by a degree alone—it’s shaped by innovation, real-world experience, and global readiness. Warangal, a city known for its rich cultural history and academic excellence, has quickly emerged as a powerful academic hub in India. And at the center of this transformation is Bharathi Degree College, widely recognized as the best degree college in Warangal for students looking to build impactful and scalable careers.

This article explores how Warangal—and Bharathi Degree College in particular—is driving India’s next generation of business leaders, tech innovators, entrepreneurs, and creative professionals.

Why Career Growth Begins in Warangal

1. A Thriving Academic Ecosystem

Warangal is now home to top-tier institutions, including National Institute of Technology (NIT), Kakatiya University, and Bharathi Degree College. The city offers a unique blend of legacy and innovation—students enjoy the benefits of a heritage-rich environment paired with cutting-edge academic infrastructure.

2. A Conducive Student Environment

Warangal’s cost of living is lower compared to metropolitan cities like Hyderabad or Bangalore, but its academic quality matches them step for step. From affordable housing to a peaceful learning environment, it’s no wonder students across India are migrating here for higher education.

3. Proximity to Telangana’s Tech & Industrial Growth

Warangal is part of Telangana’s IT grid expansion and has been earmarked for several innovation hubs, startup parks, and smart city initiatives. This makes the region a launchpad for academic-to-career transition.

Bharathi Degree College: The Best Degree College in Warangal for Career Growth

Bharathi Degree College has earned its reputation through a relentless focus on outcomes. Here’s why it stands out:

Academic Excellence

Offers comprehensive BSc programs in Mathematics, Statistics, and Computer Science

Advanced, industry-relevant syllabi with data analytics and AI components

Research-based learning combined with practical applications

Career-Aligned Curriculum

Live coding labs, cloud simulations, and real-time project development

Industry mentorship from software developers, data scientists, and startup founders

Professional development through resume building, mock interviews, and career workshops

Global & National Recognition

Consistent placement records in MNCs and tech startups

Alumni network spread across India, Europe, the USA, and Southeast Asia

International collaborations for student exchange and certification

Tech-Driven Learning Inspired by Creative Industries

As with the latest trends in wedding photography in India—like drone footage, cinematic storytelling, and AI-powered editing—education at Bharathi Degree College is:

Immersive

Tech-integrated

Personalized

Visual-first

Students use cloud-based portfolios, simulation software, and AI-enhanced learning platforms to stay ahead of the curve.

Career Success Stories from Bharathi Degree College

From Campus to Code: Sruthi P.

After completing her BSc in Computer Science, Sruthi joined a Hyderabad-based SaaS company as a developer intern. Within a year, she led a mobile app redesign project, earning a promotion and eventually securing a remote opportunity with a Berlin startup.

Analytics Ace: Ravi Teja

A Statistics graduate, Ravi created a predictive analytics tool for retail businesses as part of his final-year project. Today, he’s working as a Data Analyst at a Fortune 500 company in Bengaluru.

These aren’t isolated stories—they represent the quality of education and vision Bharathi Degree College instills in its students.

How the College Supports Career Growth

Internships & Industry Linkages: Tie-ups with firms across IT, finance, education, and media

Workshops & Tech Fests: Hands-on events focused on real-world problem solving

Skill Certifications: In collaboration with Google, Amazon Web Services (AWS), and Microsoft

Incubation Support: For students interested in launching startups or apps

Capstone Projects: Industry-reviewed, outcome-focused, and publicly presented

FAQs: Students Ask, We Answer

Q1: How does Bharathi Degree College compare with other institutions in Telangana? It consistently ranks among the best degree colleges in Warangal due to its focus on career outcomes, skill-building, and global readiness.

Q2: Are there programs for entrepreneurship or startup incubation? Yes. The college supports business plan competitions, startup mentoring, and even connects students with seed investors.

Q3: Can I pursue higher education abroad after graduating? Absolutely. Bharathi Degree College’s curriculum is aligned with international standards and supports GRE, IELTS, and foreign university admissions.

Q4: Are classes only theoretical? No. More than 40% of learning is practical, project-based, and lab-intensive.

Q5: Does the college help with placements? Yes. A dedicated placement cell ensures resume polishing, mock interviews, and final placements across reputed companies.

Final Word: Your Career Begins with the Right Choice

Education is no longer about passing exams—it’s about preparing for a lifetime of success. Choosing the best degree college in Warangal is a decision that will define your professional journey.

Whether you’re a student aiming for global exposure, a bride or groom investing in your future, or a developer seeking the next big leap—Bharathi Degree College is the foundation you need.

Start smart. Grow fast. Build global.

This article is tailored for a discerning, educated audience across India, aged 18–60, who value career growth, quality education, and innovation. Warangal isn’t just growing—it’s leading.

[nocturnaldetectiveharmony]

How Data Science Courses Are Evolving in 2025

Data science is moving rapidly across the globe-the new technologies, trends, and tools changing how data science professionals learn and leverage data, analytics, and data science capabilities in companies.With that change, education itself—particularly formal programs like a data science course in Kerala or elsewhere—is changing fast.

Here's an overview of the way data science education is changing in 2025, and what learners are to expect from contemporary training programs.

1. Industry-Focused Curriculum Is Now the Norm

Previous data science courses covered mostly theory and academic principles. These days, the vast majority of contemporary programs are tied to actual industry requirements. A data science course , for instance, now covers things like practical tools such as Git, Docker, SQL optimization, cloud deployment, and production-level machine learning—not Python fundamentals.

By 2025, this pattern has become even stronger. Courses are developed based on actual feedback from tech firms and recruiters.

2. Generative AI Turns Central, Not Optional

With products such as ChatGPT, Midjourney, and Claude revolutionizing business processes, generative AI has moved from an "optional module" to a central part of any serious data science education.

All top-tier data science courses in Kerala or anywhere else now have modules in prompt engineering, language model fine-tuning, and incorporating AI into existing data streams.

3. Briefer, Targeted Paths of Learning

The classical year-long diploma format is being phased out by modular certifications. Students are now able to follow specialized pathways in subjects like:

•Natural Language Processing

•Time Series Forecasting

•Computer Vision

•Data Engineering for Cloud

•Responsible AI and Ethics

Instead of one-size-fits-all programs, a data science program in Kerala could now be a collection of micro-certifications, tailored to your career trajectory.

4. Increased Focus on Real-World Datasets

Earlier, courses were based on neat, academic datasets such as Titanic survival or Iris flowers. Today, students learn on actual data from social media, e-commerce, medicine, and even government portals that are open to the public.

The data science course today includes wrangling unstructured, inconsistent, big-data—just like a professional does on live projects.

5. AI-Boosted Learning

AI teachers, coding courses, and instant feedback tools are transforming the learning process. Students do not have to wait for human instructors' feedback anymore—They can try, debug, and perfect their work in real time using AI co-pilots.

If you're pursuing a data science course today, there's a good chance your learning platform features intelligent quizzes, project feedback created by AI, and peer-matching algorithms.

6. Cross-Disciplinary Integration

2025 is witnessing the converging of data science with domains such as:

• Product Management

• Behavioral Psychology

• Design Thinking

• Sustainability Analytics

This implies cutting-edge data science training is not merely about model building, but knowing people, systems, and far-reaching consequences as well. Whether it is a program in Berlin or a data science course, students are now motivated to think outside code.

7. Career Support Is Built Into the Program

Placement support used to be an add-on. Now, career guidance, resume enhancement, and mock interviews are baked into most courses. Even job guarantees or income-sharing deals are offered by some.

In fact, opting for a data science course today could come with access to career fairs, alumni mentorship, and project-based hiring platforms.

8. Responsible AI and Ethics Take Center Stage

As the societal effect of AI becomes apparent, courses now emphasize careful use of data, mitigation of bias, and transparency. These are no longer philosophy classes—they're technical courses.

Subject matter such as model explainability (SHAP, LIME), ethical data procurement, and GDPR compliance are now part of any professional data science course or any place in the world.

9. Project-Based Portfolios Replace Exams

Grades are becoming less relevant. Employers now care about what you’ve built. Courses now emphasize capstone projects that simulate business cases—like predicting churn, automating support systems, or forecasting demand.

Your GitHub or portfolio page matters more than your certificate. That’s why today’s data science course will often end with a demo day or project showcase.

10. Continuous learning is the new normal

Last but not least, even once you finish a program, you are expected to continue learning. Most institutions give students lifetime access to updates on modules, alumni forums, and refresher bootcamps. This also enhances the ability for long-term development. So while you finished a data science program in Kerala, you are not quite done. You are part of a learning community, as learning is continuous and community learning extends beyond the institution.

Conclusion

Data science in 2025 is smarter, more personalized, and always on. Learning has changed to complement the demands of the AI, data-driven world where, whether you are in Kerala or learning online, you are working towards being a data scientist in an industry that requires you to keep track of what is hot and current.

[nimilphilip]

Study Big Data Analytics Abroad: Best Postgraduate Programs in France & Germany

Because of the rise of technology, more companies now seek experts in Big Data Analytics. Firms in different sectors, for example finance, healthcare, manufacturing and media, are overwhelmed with data and rely on trained analysts to analyze it. Because of these reasons, studying Big Data Analytics for postgraduates is now very popular worldwide.

France and Germany are considered by many international students to be the best places for Big Data Analytics postgraduate programs. They provide advanced education, solid industry links, low costs and great opportunities after school. This blog outlines why someone should study Big Data Analytics abroad, looking in depth at top postgraduate schools in France and Germany.

Why Study Big Data Analytics Abroad?

Before diving into the country-specific programs, let’s look at why studying Big Data Analytics abroad is a smart move for your career:

1. Global Curriculum

Top international universities create programs that respond to current trends around the world. A lot of these programs introduce students to up-to-date tools, authentic data sets from industries and combine methods from different fields.

2. Better Career Opportunities

A degree from a well-known international university can make it more likely that you get high-paying multinational jobs. Placement help and chances to build connections with international firms are usually available in many schools as well.

3. Access to Advanced Technologies

Universities abroad provide hands-on experience with advanced analytics tools like Python, R, Hadoop, Spark, SQL, and cloud platforms such as AWS and Azure.

4. International Exposure

Studying overseas gives students the chance to examine worldwide cases, work with a variety of teammates and understand the value of cultural diversity, all aspects needed for analytics professionals teamwork.

Why France and Germany?

Both France and Germany are leaders in technology and innovation in Europe. Here’s why they are ideal for studying Big Data Analytics:

Affordable or Free Tuition: Public universities in Germany often charge minimal tuition fees, while many French institutions provide scholarships and subsidized education.

Multinational Tech Hubs: Cities like Paris, Berlin, Munich, and Lyon are home to tech giants and startups, offering robust internship and job markets.

Strong Research Culture: Both countries invest heavily in R&D and offer collaborative opportunities with industries and government institutions.

Post-Study Work Opportunities: Graduates can stay back for 18-24 months to seek employment.

Top Postgraduate Programs in Big Data Analytics in France

1. ESCP Business School – MSc in Big Data and Business Analytics

Location: Paris

Duration: 1 year

Language: English

Overview: A globally recognized program combining technical skills with managerial expertise. The curriculum includes courses in data visualization, machine learning, business intelligence, and digital transformation.

Highlights:

International study option across ESCP campuses

Collaboration with tech companies for projects

Strong alumni network in data-related roles

2. EM Lyon Business School – MSc in Digital Marketing & Data Science

Location: Lyon and Paris

Duration: 18 months

Language: English

Overview: Though focused on marketing, this program provides deep insights into data science, analytics, and consumer behavior modeling using Big Data.

Highlights:

Applied analytics with a business context

Real-world internships and company projects

Emphasis on entrepreneurship and innovation

3. Grenoble Ecole de Management – MSc in Big Data, Marketing & Management

Location: Grenoble

Duration: 2 years

Language: English

Overview: This program blends data science with business management. It prepares students to lead data-driven marketing initiatives and business strategy.

Highlights:

Corporate partnership projects

Strong focus on AI and cloud computing

Accredited by AMBA, EQUIS, and AACSB

4. HEC Paris – MSc in Data Science for Business (in partnership with École Polytechnique)

Location: Paris

Duration: 2 years

Language: English

Overview: One of the most prestigious programs in Europe, offered jointly by two elite institutions. This course combines advanced data science with business strategy and leadership.

Highlights:

Dual-institution experience

Industry-led workshops and data challenges

The alumni network includes leaders in global firms

5. SKEMA Business School – MSc in Business Consulting & Digital Transformation

Location: Paris, Sophia Antipolis

Duration: 1 year

Language: English

Overview: Offers training in consulting, digital tools, and big data with a strong emphasis on strategic transformation through analytics.

Highlights:

Case-study-based pedagogy

Focus on cloud technologies and digital ecosystems

Internationally diverse student body

Top Postgraduate Programs in Big Data Analytics in Germany

1. Technical University of Munich (TUM) – MSc in Data Engineering and Analytics

Location: Munich

Duration: 2 years

Language: English

Overview: TUM’s program provides rigorous training in data engineering, machine learning, and big data systems. Known for strong industry collaboration.

Highlights:

Ranked among Europe’s top tech universities

Industry projects with BMW, Siemens, etc.

Research-oriented curriculum

2. RWTH Aachen University – MSc in Data Science

Location: Aachen

Duration: 2 years

Language: English

Overview: Focused on data mining, algorithms, and statistical computing, RWTH’s program is ideal for students with strong STEM backgrounds.

Highlights:

Renowned faculty and high-end computing labs

Emphasis on both theoretical and applied data science

Low or no tuition fees

3. University of Hildesheim – MSc in Data Analytics

Location: Hildesheim

Duration: 2 years

Language: English

Overview: A blend of computational and statistical methods for big data analysis. Offers specializations like Intelligent Data Analysis and Business Analytics.

Highlights:

Free tuition

Opportunities for research assistant roles

Multidisciplinary coursework

4. Frankfurt School of Finance & Management – MSc in Applied Data Science

Location: Frankfurt

Duration: 2 years

Language: English

Overview: A business-oriented analytics program ideal for students aiming to work in finance, consulting, or marketing analytics.

Highlights:

Real-time projects with corporate partners

Gateway to Europe’s financial capital

Flexible electives in AI, cloud computing, and visualization

5. University of Mannheim – MSc in Data Science

Location: Mannheim

Duration: 2 years

Language: English

Overview: The program focuses on statistical modeling, machine learning, and software engineering. Mannheim is known for research excellence.

Highlights:

Strong links with industry

Option to work part-time during studies

Career support and internships

Career Opportunities After Graduation

Graduates from these programs in France and Germany are well-positioned to pursue roles such as:

Data Scientist

Big Data Engineer

Business Intelligence Analyst

Data Architect

AI/ML Engineer

Data Consultant

Product Analyst

Top recruiters include SAP, Airbus, Capgemini, Dassault Systèmes, Siemens, IBM, PwC, and Deutsche Bank. Additionally, graduates may also work with global startups, research institutes, and government agencies.

Scholarships and Financial Aid

Both countries offer various funding options for international students:

France:

Eiffel Scholarship

Campus France Scholarships

Charpak Scholarship (for Indian students)

Germany:

DAAD Scholarships

Deutschlandstipendium

University-specific grants

Many universities also offer merit-based waivers and assistantships to reduce the financial burden.

Final Thoughts

Selecting the right international postgraduate program is very important if you wish to have a successful career in data science and analytics. France and Germany offer degrees that are recognized worldwide at a low cost and also create excellent work opportunities for people hoping to build careers in data. The trending programs and lots of intern and work opportunities make studying Big Data Analytics in these countries very valuable.

If you are interested in boosting your skills in tech or just switching to analytics, both France and Germany give you a great chance to enjoy a secure career in Big Data Analytics.

Are you looking for the best study abroad consultants in Kochi,Kerala

[govindhtech]

Launch of QOBLIB-Quantum Optimization Benchmarking Library

The Quantum Optimization Benchmarking Library (QOBLIB) attempts to accelerate quantum advantage discovery.

The Quantum Optimisation Benchmarking Library (QOBLIB) by the Quantum Optimisation Working Group is a key step towards understanding and achieving quantum advantage in combinatorial optimisation. This new open-source repository and article provide the “intractable decathlon,” 10 carefully selected problem classes. A challenging setting for testing quantum and traditional optimisation approaches is its goal. The program encourages researchers and practitioners to collaborate to speed up development and identify areas where quantum computers can outperform classical computers for real-world problems.

Combinatorial optimisation seeks the optimal option from a limited set. These methods are necessary for tackling many important scientific and industrial problems. Finding the best answer for many real-world optimisation problems is still difficult. Therefore, many common quantum and classical optimisation methods are heuristics, which use intuition-based “rules of thumb” to tackle complicated problems.

Also see Pasqal’s Neutral-Atom QPU on Google Cloud Marketplace.

Heuristic algorithms cannot guarantee performance in advance, making it difficult to predict which difficulties they will solve. Finding examples of quantum advantage requires extensive testing on real quantum hardware using tough, practically important difficulties, even though these systems can often offer “good enough” answers for real-world use cases.

Researchers from over a dozen member organisations, including Zuse Institute Berlin, Technische Universität Berlin, Purdue University, National University of Singapore, E.ON Digital Technology GmbH, Kipu Quantum GmbH, Forschungszentrum Jülich, University of Southern California, and IBM Quantum, created QOBLIB to provide a centralised resource and collaborative environment.

Due to the number and complexity of optimisation problems and solution techniques, no single researcher or company can conduct this rigorous testing. QOBLIB aims to use the working group’s and optimisation research community’s knowledge.

Benchmarking for Advantage Benchmarking is used in computing to evaluate a fixed algorithm on a system, improve algorithms and understand their scalability, or decide whether a quantum or conventional approach is best for an application.

Applications, algorithms, and systems benchmarking are shown. System and algorithm benchmarking can be useful even if it is model-dependent and specialised to a model or approach, but applications benchmarking must be model-independent. The pursuit for quantum advantage is expected to hinge on applications benchmarking.

Finally, benchmarking must consider all methods for defining and solving an issue to prove an advantage.

System and technique evaluation has dominated optimisation benchmarking, which is often model-dependent. New QOBLIB paper and library give model-independent benchmarks for optimisation applications to close this gap. Though challenging to construct model-agnostic benchmarks because to the wide variety and complexity of optimisation problem classes and their solution methodologies, it is considered an essential impediment to quantum advantage.

The Quantum Advantage State that quantum advantage claims in any application domain must meet two requirements:

There must be difficult hurdles in all classical techniques. Quantum computers are useless if classical computers can deliver good, affordable answers. Quantum hardware and algorithms must prove they can tackle the problem better, faster, or cheaper than classical alternatives. Also Utimaco Quantum Protect Uses Post-Quantum Cryptography

It is rare to find optimisation issues that meet both requirements. Unsolved optimization problems that are both practically and scientifically relevant are rarely disclosed; instead, academics tend to simplify these problems in order to find “good enough” answers for certain use cases. However, the quality of the solution is sometimes sacrificed in the name of simplification. The practical impact of optimization could be greatly increased by being able to address more complicated issues with fewer simplifications.

The Intractable Decathlon is now available The “intractable decathlon” a grouping of ten issue classes is the focal point of the new project. According to the working group, this collection is the first collection of optimization problems that are both scientifically and practically intriguing and that, even at relatively small problem sizes, become challenging for the most advanced classical solvers. These issues were also chosen because they are appropriate for investigation on near-term quantum devices, which still have qubit count and circuit depth restrictions despite advancements in technology.

Even while these particular challenges might not be the ones that ultimately yield quantum advantage in combinatorial optimization, they do offer a clear indication of possible areas for quantum advantage. The project offers precise, well-defined measures to make it easier to find an advantage and allow for equitable comparisons of all kinds of quantum and classical approaches.

To assist researchers in getting started and comparing performance, each problem class in the decathlon is provided with background data, a formal problem formulation, descriptions of particular problem instances that are available in QOBLIB, and traditional baseline findings. For certain issues, quantum baseline findings are also shown.

The QOBLIB Repository: A Platform for Collaboration The Quantum Optimization Benchmarking Library is set up as a publicly available, open-source database. In order to cover typically tough situations, it includes problem instances for every problem class, varying in size and complexity. This makes it possible for researchers to monitor hardware and algorithmic developments leading to quantum advantage.

QOBLIB provides a submission template with explicit metrics to guarantee fair comparisons. The quality of the answer obtained, the overall amount of wall clock time, and the total amount of computational resources used both classical and quantum are some examples of these measures. Reference models are also available in the repository. These comprise quadratic unconstrained binary optimization (QUBO) formulas as well as mixed-integer programming (MIP). For classical researchers, MIP frequently acts as an entry point, whereas QUBO does the same for quantum researchers. These models enable researchers to examine the performance of quantum algorithms in conjunction with the classical baseline data.

It is stressed that neither MIP nor QUBO are optimal; rather, they are just samples of how issues can be formulated. They are offered as places for researchers to start their investigation. Model complexity may rise as a result of mapping MIP to QUBO formulations, which may result in an increase in the number of variables, problem density, and coefficient ranges. Scholars are urged to draw inspiration from these in order to create whole new formulations that may be more appropriate for quantum processing or even allow for superior classical solutions.

Also Read About What are photonic qubits in quantum computing?

An Appeal for Action Quantum advantage is thought to have very serious promise in optimization. The unsolvable decathlon is a significant advancement, but achieving its full potential calls for cooperation. No one entity can finish this voyage by itself due to the enormous amount of challenges and algorithms to investigate.

This community effort specifically calls for and encourages participation from researchers and practitioners with expertise in quantum and classical optimization techniques. Researchers can directly contribute to a project that may result in the first demonstrations of quantum advantage by evaluating performance, testing new and existing algorithms against the QOBLIB challenges, and uploading results to the repository. It is also essential to continuously build new and enhanced models and algorithms.

In order to solve important problems that are now beyond the scope of classical methods alone, the goal is for everyone to work together to propel mathematical optimization into a new era of computation.

Read more on Govindhtech.com

[jcmarchi]

Reigniting the European digital economy's €200bn AI ambitions

New Post has been published on https://thedigitalinsider.com/reigniting-the-european-digital-economys-e200bn-ai-ambitions/

Reigniting the European digital economy's €200bn AI ambitions

There is a sense of urgency in Europe to re-imagine the status quo and reshape technology infrastructures. Timed to harness Europe’s innovative push comes GITEX EUROPE x Ai Everything (21-23 May, Messe Berlin).

The world’s third largest economy and host nation for GITEX EUROPE x Ai Everything, Germany’s role as the European economic and technology leader is confirmed as its ICT sector is projected to reach €232.8bn in 2025 (Statista).

GITEX EUROPE x Ai Everything is Europe’s largest tech, startup and digital investment event, and is organised by KAOUN International. It’s hosted in partnership with the Berlin Senate Department for Economics, Energy and Public Enterprises, Germany’s Federal Ministry for Economic Affairs and Climate Action, Berlin Partner for Business and Technology, and the European Innovation Council (EIC).

Global tech engages for cross-border and industry partnerships

The first GITEX EUROPE brings together over 1,400 tech enterprises, startups and SMEs, and platinum sponsors AWS and IBM. Also in sponsorship roles are Cisco, Cloudflare, Dell, Fortinet, Lenovo, NTT, Nutanix, Nvidia, Opswat, and SAP.

GITEX EUROPE x Ai Everything will comprise of tech companies from over 100 countries and 34 European states, including tech pavilions from India, Italy, Morocco, Netherlands, Poland, Serbia, South Korea, UK, and the UAE.

Trixie LohMirmand, CEO of KAOUN International, organiser of GITEX worldwide, said: “There is a sense of urgency and unity in Europe to assert its digital sovereignty and leadership as a global innovation force. The region is paving its way as a centre-stage where AI, quantum and deep tech will be debated, developed, and scaled.”

Global leaders address EU’s tech crossroads

Organisers state there will be over 500 speakers, debating a range of issues including AI and quantum, cloud, and data sovereignty.

Already confirmed are Geoffrey Hinton, Physics Nobel Laureate (2024); Kai Wegner, Mayor of Berlin; H.E. Jelena Begović, Serbian Minister of Science, Technological Development and Innovation; António Henriques, CEO, Bison Bank; Jager McConnell, CEO, Crunchbase; Mark Surman, President, Mozilla; and Sandro Gianella, Head of Europe & Middle East Policy & Partnerships, OpenAI.

Europe’s moves in AI, deep tech & quantum

Europe is focusing on cross-sector AI uses, new investments and international partnerships. Ai Everything Europe, the event’s AI showcase and conference, brings together AI architects, startups and investors to explore AI ecosystems.

Topics presented on stage range from EuroStack ambitions to implications of agentic AI, with speakers including Martin Kon, President and COO, Cohere; Daniel Verten, Strategy Partner, Synthesia; and Professor Dr. Antonio Krueger, CEO of German Research Centre for Artificial Intelligence.

On the show-floor, attendees will be able to experience Brazil’s Ubivis’s smart factory technology, powered by IoT and digital twins, and Hexis’s AI-driven nutrition plans that are trusted by 500+ Olympic and elite athletes.

With nearly €7 billion in quantum investment, Europe is pushing for quantum leadership by 2030. GITEX Quantum Expo (GQX) (in partnership with IBM and QuIC) covers quantum research and cross-industry impact with showcases and conferences.

Speakers include Mira Wolf-Bauwens, Responsible Quantum Computing Lead, IBM Research, Switzerland; Joachim Mnich, Director of Research & Computing, CERN, Switzerland; Neil Abroug, Head of the French National Quantum Strategy, INRIA; and Jan Goetz, CEO & Co-Founder, IQM Quantum Computers, Finland.

Cyber Valley: Building a resilient cyber frontline

With cloud breaches doubling in number and AI-driven attacks, threat response and cyber resilience are core focuses at the event. Fortinet, CrowdStrike, Kaspersky, Knowbe4, and Proofpoint will join other cybersecurity companies exhibiting at GITEX Cyber Valley.

They’ll be alongside law enforcement leaders, global CISOs, and policymakers on stage, including Brig. Gen. Dr. Volker Pötzsch, Chief of Division Cyber/IT & AI, Federal Ministry of Defence, Germany; H.E. Dr. Mohamed Al-Kuwaiti, Head of Cybersecurity, UAE Government; Miguel De Bruycker, Managing Director General, Centre for Cybersecurity Belgium; and Ugo Vignolo Lutati, Group CISO, Prada Group.

GITEX Green Impact: For a sustainable future

GITEX Green Impact connects innovators and investors with over 100 startups and investors exploring how green hydrogen, bio-energy, and next-gen energy storage are moving from R&D to deployment.

Key speakers so far confirmed are Gavin Towler, Chief Scientist for Sustainability Technologies & CTO, Honeywell; Julie Kitcher, Chief Sustainability Officer, Airbus; Lisa Reehten, Managing Director, Bosch Climate Solutions; Massimo Falcioni, Chief Competitiveness Officer, Abu Dhabi Investment Office; and Mounir Benaija, CTO – EV & Charging Infrastructure, TotalEnergies.

Convening the largest startup ecosystem among 60+ nations

GITEX EUROPE x Ai Everything hosts North Star Europe, the local version of the world’s largest startup event, Expand North Star.

North Star Europe gathers over 750 startups and 20 global unicorns, among them reMarkable, TransferMate, Solarisbank AG, Bolt, Flix, and Glovo.

The event features a curated collection of earlys and growth-stage startups from Belgium, France, Hungary, Italy, Morocco, Portugal, Netherlands, Switzerland, Serbia, UK, and UAE.

Among the startups, Neurocast.ai (Netherlands) is advancing AI-powered neurotech for Alzheimer’s research; CloudBees (Switzerland) is the delivery unicorn backed by Goldman Sachs, HSBC, and Lightspeed; and Semiqon (Finland), the world’s first CMOS transistor with the ability to perform in cryogenic conditions.

More than 600 investors with $1tn assets under management will be scouting for new opportunities, including Germany’s Earlybird VC, Austria’s SpeedInvest, Switzerland’s B2Venture, Estonia’s Startup Wise Guys, and the US’s SOSV.

GITEX ScaleX launches as a first-of-its-kind growth platform for scale-ups and late-stage companies, in partnership with AWS.

With SMEs making up 99% of European businesses, GITEX SMEDEX connects SMEs with international trade networks and investors, for funding, legal advice, and market access to scale globally.

Backed by EISMEA and ICC Digital Standards Initiative, the event features SME ecosystem leaders advising from the stage, including Milena Stoycheva, Chairperson of Board of Innovation, Ministry of Innovation and Growth, Bulgaria; and Oliver Grün, President, European Digital SME Alliance and BITMi.

GITEX EUROPE is part of the GITEX global network tech and startup events, taking place in Germany, Morocco, Nigeria, Singapore, Thailand, and the UAE.

For more information, please visit: www.gitex-europe.com.

[aksharaminstitute]

How German Jobs Are Trending – Learn from Aksharam Institute

Germany has emerged as a global powerhouse for employment opportunities, attracting professionals from all over the world. The country's stable economy, high wages, and strong industrial sector make it an ideal destination for career growth. With the rise of globalization, fluency in German has become a key skill for those looking to tap into these opportunities.

If you are interested in securing a job in Germany, learning the language can significantly boost your chances.

Aksharam Institute, a leading language training center, provides the necessary linguistic skills to help you land your dream job in Germany. Call us at 93701 74505 or visit Aksharam Institute to get started.

Why Are German Jobs in High Demand?

Economic Strength – Germany is one of the strongest economies in the world, with a robust industrial base that drives employment.

Opportunities for Skilled Workers – The demand for engineers, IT professionals, healthcare workers, and management experts is constantly growing.

Work-Life Balance – German companies offer excellent work-life balance, competitive salaries, and social security benefits.

Global Trade Hub – As a key player in international business, Germany offers various roles for multilingual professionals.

Migration-Friendly Policies – Germany has simplified visa and work permit processes for qualified professionals.

Innovation and Research – The country is at the forefront of research in artificial intelligence, green energy, and automation, creating new job roles.

Strong Start-up Ecosystem – Berlin, Munich, and Hamburg are hubs for start-ups, opening doors for entrepreneurs and professionals alike.

In-Demand Job Sectors in Germany

1. Information Technology (IT)

Germany is home to major tech giants and startups, creating immense opportunities for software developers, AI specialists, and cybersecurity experts. The rise of digitalization has led to increased demand for cloud computing experts, data analysts, and IT project managers.

2. Engineering

From mechanical to automotive and electrical engineering, Germany requires skilled engineers to maintain its industrial leadership. The push for sustainability has also opened up roles in renewable energy and green technology sectors.

3. Healthcare

The healthcare industry in Germany is facing a shortage of professionals, making it a lucrative field for doctors, nurses, and medical researchers. The aging population in Germany further drives the demand for healthcare experts, including physiotherapists and elderly care specialists.

4. Finance & Banking

Germany’s strong banking system offers numerous job opportunities for financial analysts, investment managers, and accountants. With Frankfurt being a major financial hub, professionals in fintech, risk management, and corporate finance are highly sought after.

5. Sales & Marketing

As global trade increases, the need for business development and marketing professionals who can speak German is also growing. Companies are looking for professionals skilled in digital marketing, social media management, and brand strategy.

6. Logistics & Supply Chain Management

With Germany being a major export-driven economy, logistics and supply chain management roles are crucial. Companies need supply chain coordinators, warehouse managers, and international trade specialists.

7. Education & Language Services

With an increasing number of international students and expatriates moving to Germany, there is a rising demand for language teachers, education consultants, and academic coordinators.

Top Companies Hiring in Germany

Here are some of the top employers actively hiring international talent:

Siemens – Engineering & Technology

SAP – Software & IT

Volkswagen – Automotive

Deutsche Bank – Finance

Bosch – Engineering & Electronics

BMW Group – Automotive

Airbus – Aerospace

BASF – Chemical & Pharma

Allianz – Insurance & Finance

DHL – Logistics & Supply Chain

Continental – Automotive & Tire Manufacturing

Adidas – Sportswear & Retail

Merck Group – Pharmaceuticals & Life Sciences

Henkel – Consumer Goods & Chemicals

ZF Friedrichshafen – Automotive Technology

Importance of Learning German for Career Growth

Even though many multinational companies operate in English, learning German enhances your employment prospects, helps you integrate into the work environment, and gives you a competitive edge in negotiations and job applications. Many employers prioritize candidates who can communicate effectively in German, especially for client-facing roles.

At Aksharam Institute, we offer tailored German language courses for professionals, students, and job seekers. Our expert trainers ensure that you master the language with practical speaking, listening, and writing skills. Whether you are a beginner or looking to advance your fluency, we have the right program for you. We provide flexible learning schedules, interactive sessions, and industry-specific vocabulary training.

Important Notice:

Language Proficiency Required – Many companies prefer at least B1/B2 level German language proficiency.

Work Visa Requirements – Ensure you have the required qualifications and a valid work permit before applying.

Recognition of Degrees – Some professions require degree verification from German authorities.

Cultural Adaptation – Understanding German work culture and etiquette can be an advantage in securing and thriving in your job.

Networking – Building professional connections through LinkedIn and German networking events can enhance your job search success.

Get Started with Aksharam Institute

If you want to build a successful career in Germany, start learning German today! Call 93701 74505 or visit Aksharam Institute to enroll in our German language courses and take the first step toward your international career.

We also provide guidance on job search strategies, resume building, and interview preparation to maximize your chances of securing employment in Germany.

Don't miss out on the opportunity to advance your career—join us today and take your first step toward a successful future!

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Which industries in Germany have the highest paying companies?

Germany is home to a diverse range of industries, and some of the highest paying companies in Germany are concentrated in specific sectors. The most lucrative industries include:

Automobile Industry: Germany is known for its prestigious automobile manufacturers like BMW, Mercedes-Benz, Audi, and Volkswagen. These companies offer high-paying roles in engineering, management, and design, particularly for those with specialized skills in automotive technology.

Technology and IT: The tech sector in Germany, led by global giants such as SAP, Siemens, and startups in Berlin, offers some of the highest-paying roles. Software engineers, data scientists, and IT consultants are in demand, particularly with the rise of AI, cloud computing, and cybersecurity.

Finance and Banking: Financial institutions such as Deutsche Bank, Commerzbank, and Allianz provide well-paid positions, especially in roles like investment banking, financial analysis, and insurance.

Pharmaceuticals and Healthcare: Pharmaceutical companies like Bayer and Boehringer Ingelheim, as well as the medical technology sector, are known for offering lucrative salaries to researchers, engineers, and medical professionals.

Consulting and Legal Services: Leading consulting firms such as McKinsey, Boston Consulting Group (BCG), and legal firms offer excellent salaries for consultants and lawyers, particularly in business and international law.

These industries host some of the highest paying companies in Germany, offering competitive compensation and long-term career growth.

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Exploring IT and Engineering Job Opportunities in Germany

Germany is a powerhouse of innovation and technology, making it one of the most attractive destinations for professionals in IT and engineering. With a robust economy, a strong emphasis on research and development, and a vibrant job market, the country offers numerous opportunities for skilled workers in these fields. This blog will delve into the landscape of IT and Engineering Jobs Germany, highlighting key trends, educational pathways, and the benefits of working in this dynamic environment.

The IT Jobs Germany Market

The IT sector in Germany is thriving, driven by digital transformation across industries. From startups to multinational corporations, companies are actively seeking skilled IT professionals to help them navigate technological advancements. Key areas of demand include software development, cybersecurity, data analysis, artificial intelligence, and cloud computing.

Berlin, Munich, and Frankfurt are notable tech hubs, home to numerous startups and established tech firms. These cities offer a vibrant ecosystem for innovation, collaboration, and networking. Moreover, Germany’s strong focus on technology investment has led to an increase in IT job vacancies, with many companies offering competitive salaries and attractive benefits.

For those looking to enter the IT Jobs Germany, a variety of educational pathways are available. Universities and technical colleges across Germany offer degrees in computer science, information technology, and related fields. Many programs emphasize practical experience, often incorporating internships and hands-on projects to prepare students for the workforce. Additionally, boot camps and online courses have gained popularity, providing alternative routes to gaining relevant skills.

Engineering Opportunities

Germany has long been recognized as a leader in engineering, particularly in sectors such as automotive, mechanical, electrical, and civil engineering. The country is home to some of the world’s most renowned engineering firms, including Volkswagen, Siemens, and Bosch. The demand for engineers remains high, fueled by ongoing advancements in technology and the need for sustainable solutions.

Engineering professionals in Germany benefit from a well-structured job market with numerous opportunities for specialization. Areas like renewable energy, robotics, and smart manufacturing are rapidly growing, creating a need for innovative engineers who can contribute to these fields. The emphasis on research and development ensures that engineers can engage in cutting-edge projects and collaborations with academic institutions.

To pursue a career in engineering, candidates typically need a degree in engineering or a related field from a recognized university. Germany boasts a strong education system with numerous institutions offering high-quality engineering programs. Many universities have close ties with industry partners, providing students with valuable internship opportunities and networking prospects.

Benefits of Working in Germany

Both IT and engineering professionals in Germany enjoy a range of benefits. The country is known for its strong labor laws, which ensure fair working conditions, job security, and a healthy work-life balance. Employees also benefit from comprehensive health insurance, generous vacation time, and retirement plans.

Furthermore, Germany’s multicultural environment makes it an appealing place for international professionals. Many companies actively seek talent from abroad, often providing support for relocation and integration. While proficiency in German can be advantageous, many organizations operate in English, particularly in the IT sector, making it easier for non-German speakers to adapt.

Conclusion

Germany’s IT and engineering job markets are vibrant and full of opportunities for skilled professionals. With a strong emphasis on innovation, a commitment to research and development, and a supportive work environment, the country is an ideal destination for those looking to advance their careers. Whether you are a recent graduate or an experienced professional, Germany offers a wealth of possibilities to thrive in the ever-evolving fields of IT and engineering. As the demand for skilled workers continues to grow, now is an excellent time to consider a career in this dynamic landscape.