News

Dubai Startup Silkhaus Aims For A “Smooth As Silk” Experience

Technology now plays a key role in the Dubai rentals market, helping real estate investors and travelers alike to create unique hospitality experiences.

Published

4 years ago

January 2, 2023

Nour Nasir

dubai startup silkhaus aims for a smooth as silk experience

Dubai-based Silkhaus is a PropTech startup that describes itself as a “technology-first hospitality brand”. The company aims to offer immersive nomadic experiences by “providing business and leisure travelers with a home away from home” and, as the name suggests, convert tedious planning into an experience that’s as smooth as silk.

For readers unfamiliar with the term, PropTech is the application of technology in the real estate sector. It encompasses everything from property management and Airbnb-style bookings to construction and analytics, with features usually accessed through a mobile app.

The global PropTech market value is projected to grow from $18.2 to $86.5 billion by 2032 — a compound annual rate of about 17% — and is primarily driven by nomadic professionals who are happy to relocate for career purposes.

As for Silkhaus, the startup was conceived by strategy consultant Aahan Bhojani, who noticed several issues with his own corporate travel experiences. He now strives to ensure others won’t experience the same frustrations.

silkhaus founder and ceo aahan bhojani

“I realized there was something broken about the long-stay travel experience, and finding suitable long-term accommodation options on online travel aggregators was like pulling a needle out of a haystack […] aside from investors purchasing real estate, we have seen a growing interest in the resident population seeking to reside in the UAE. The need for a ‘landing pad’ to accommodate incoming audiences has never been stronger,” says Aahan Bhojani, founder and CEO of Silkhaus.

Also Read: Hotel Cloud Kitchen Startup Matbakhi Launches In Saudi Arabia

Despite a gradually worsening global market, Silkhaus was still able to raise $7.75 million in a seed funding round last month, and is well placed to boost its portfolio of investors and continue with a medium-term expansion strategy.

Over the last few years, big data and cloud technology have transformed consumer experiences in the property sector, positively affecting property owners, tenants, landlords, and brokers alike. Startups like Silkhaus look set to continue this trend, with plans in the works to expand to cities across the Middle East and eventually into South and South-East Asia.

News

ESET Bets On Specialized Security AI At 0.5% The Training Cost

ESET says NeoCortex can estimate an attacker’s next move, with a kill switch and human oversight built in to keep it from going rogue.

Published

5 days ago

November 4, 2026

Dana Saadeh

eset bets on specialized security ai at 0.5% the training cost

A sign-in anomaly, a suspicious process launch and an unusual connection may look harmless alone. Together, they can describe an intrusion that is hard for security to teams to piece together.

To solve that problem, ESET announced ESET NeoCortex on November 4, 2026: a specialized foundational AI model for cybersecurity. It powers ESET LiveCortex, available within the ESET PROTECT Platform, which connects fragmented security signals and turns them into actionable incidents.

Filtering is the main selling point, with LiveCortex processing billions of raw telemetry events daily, and just 0.00111% of them contributing to incidents presented to customers. The aim is less alert fatigue and more analyst time spent on threats that matter.

NeoCortex is built on world-model architecture, learning how digital environments behave and how events relate. ESET says that lets it reconstruct missing incident context, recognize similar past cases and estimate an attacker’s likely next step – what the company calls “minus-one-day defense,” a chance to intervene before the next stage unfolds. ESET points to Black October, the week leading up to October 25, 2026, when critical security issues affecting PHP, Linux, GitLab and other key systems demanded rapid, prioritized responses, as the kind of moment where that context matters.

ESET’s internal research also suggests a specialized model like NeoCortex can be trained at up to 200 times lower cost than a large general reasoning model, while delivering more accurate, defense-focused results. The company credits optimized training, a focus on cybersecurity vocabulary, lower computing requirements and privately owned hardware.

Also Read: Dubai Says Its Deepfake Detector Needs Just 7 Seconds Of Video

“AI is accelerating both cyberattacks and cyberdefenses. With ESET NeoCortex, we are applying our AI investment to develop specialized foundational cybersecurity intelligence that remains under our control and strengthens, rather than replaces, human expertise,” said Juraj Malcho, Chief Technology Officer at ESET.

As part of the design, NeoCortex forms part of a layered architecture combining specialized models, deterministic controls, correlation logic, validation, auditability and expert human oversight. Safeguards include restricted sandboxes, read-only tools, continuous monitoring, defined usage and token limits, a kill switch and human oversight of critical response decisions. The model is also developed and self-hosted on ESET’s own infrastructure, which the company says reduces exposure to shifts among third-party AI providers, including commercial and geopolitical ones.