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'Silo' season 3 trailer teases showing us how the world ended (video)
'Silo' season 3 trailer teases showing us how the world ended (video) Apple TV has just unearthed a fresh trailer for "Silo" season 3, and it looks like we're in for another excellent season of dystopian sci-fi drama. Warning: Potential "Silo" Spoilers Ahead! Juliette survived her brush with an inferno at the close of season 2, but she's come down with a case of amnesia after her ordeal.
Silo's season 3 trailer promises chaos and time jumps
Silo's season 3 trailer promises chaos and time jumps New episodes premiere on July 3. Apple TV's sci-fi hit Silo is set to return on July 3, so the streamer has dropped a juicy trailer to tide us over. The new footage teases chaos throughout the titular silo and alludes to timey-wimey sci-fi shenanigans of some kind.
The truth lies in the past in Silo S3 trailer
In April, we got a short teaser for the third season of Silo, the critically acclaimed Apple TV series based on the trilogy by novelist Hugh Howey, which hinted at a mysterious origin story dating back centuries. Apple TV just released the full trailer, and it looks like our heroine is again facing conflict and danger because she just keeps asking so many inconvenient questions. As previously reported, Silo is set in a self-sustaining underground city inhabited by a community whose recorded...
Breaking the Information Silo: Semantic Personas for Cross-Domain Recommendation
arXiv:2606.01783v1 Announce Type: new Abstract: Digital platforms increasingly operate as isolated information silos, limiting their ability to construct comprehensive user representations across domains. Cross-domain recommender systems seek to overcome this limitation by transferring knowledge from a source domain to a target domain, yet most existing approaches depend on shared users, shared items, or structurally similar interaction graphs.
80 launch pads, 3 octagon installations: 'Alarming' chinese buildup near nuke silos
Deep in China's remote desert, a massive military construction project is under way that experts believe is aimed at ensuring the country can still launch a nuclear response even if its nuclear facilities are attacked first by the United States, reported news agency Reuters. China already possesses missiles capable of reaching anywhere in the US. However, newly reviewed satellite images show Beijing is significantly strengthening the infrastructure that supports its nuclear missile force.
Mind the Gap: Bridging Behavioral Silos with LLMs in Multi-Vertical Recommendations
Announce Type: new Abstract: In multi-vertical e-commerce platforms like DoorDash, relatively newer product verticals such as grocery and retail present a significant opportunity for personalization innovation. A key challenge lies in solving the "cold start" problem for users. This paper introduces a novel framework for enhancing recommendation quality by transferring knowledge from data-rich verticals (e.g., restaurants at DoorDash) to data-sparse ones.
Secure Cross-Silo Synthetic Genomic Data Generation
Announce Type: replace Abstract: Access to genomic data is highly regulated due to its sensitive nature. While safeguards are essential, cumbersome data access processes pose a significant barrier to the development of AI methods for genomics. Synthetic data generation can mitigate this tension by enabling broader data sharing without exposing sensitive information.
China’s nuclear expansion shocks world! Is India falling behind?
Deep in the remote deserts of Xinjiang, China is quietly building what analysts believe could become one of the most sophisticated nuclear support networks in the world. Newly reviewed satellite images examined by Reuters reveal more than 80 launch pads and three large octagon-shaped military facilities spread across thousands of square kilometres near the Hami nuclear missile silo field. Major Gaurav Arya explains that the construction is aimed at enhancing China's "land-based second-strike...
Sudarshan Chakra: India's 'kill-web' to counter growing nuclear arsenals of China, Pakistan
China’s nuclear-capable missile arsenal has expanded significantly in recent years, with estimates placing its warhead count at around 600; the Pentagon suggests the number could exceed 1,000 by 2030. The backbone of this arsenal includes the DF-41 intercontinental ballistic missile, a solid-fuel system capable of carrying multiple independently targetable reentry vehicles (MIRVs), deployed in both silos and on mobile launchers. Alongside this, the older DF-5B liquid-fuel missile remains in...
Topology-Aware Differential Privacy in Federated Learning
arXiv:2506.19260v2 Announce Type: replace Abstract: Federated learning transmits only model updates to protect client data, and differentially private SGD (DP-SGD) bounds content-level leakage through those updates. Neither mechanism accounts for what the communication topology of the federation itself reveals. In cross-silo deployments, a passive adversary with knowledge of the topology and organisational structure has access to information channels that DP-SGD leaves entirely unaddressed.