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Enfabrica
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Enfabrica’s ACF-S and EMFASYS architecture could change how AI clusters process tens of thousands of chips efficiently

by admin September 26, 2025



  • Nvidia’s acquisition brings Enfabrica engineers directly into its AI ecosystem
  • EMFASYS chassis pools up to 18TB of memory for GPU clusters
  • Elastic memory fabric frees HBM for time-sensitive AI tasks efficiently

Nvidia’s decision to spend more than $900 million on Enfabrica was something of a surprise, especially as it came alongside a separate $5 billion investment in Intel.

According to ServeTheHome, “Enfabrica has the coolest technology,” likely because of its unique approach to solving one of AI’s largest scaling problems: tying tens of thousands of computing chips together so they can operate as a single system without wasting resources.

This deal suggests Nvidia believes solving interconnect bottlenecks is just as critical as securing chip production capacity.


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A unique approach to data fabrics

Enfabrica’s Accelerated Compute Fabric Switch (ACF-S) architecture was built with PCIe lanes on one side and high-speed networking on the other.

Its ACF-S “Millennium” device is a 3.2Tbps network chip with 128 PCIe lanes that can connect GPUs, NICs, and other devices while maintaining flexibility.

The company’s design allows data to move between ports or across the chip with minimal latency, bridging Ethernet and PCIe/CXL technologies.

For AI clusters, this means higher use and fewer idle GPUs waiting for data, which translates into better return on investment for costly hardware.

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Another piece of Enfabrica’s offering is its EMFASYS chassis, which uses CXL controllers to pool up to 18TB of memory for GPU clusters.

This elastic memory fabric allows GPUs to offload data from their limited HBM memory into shared storage across the network.

By freeing up HBM for time-critical tasks, operators can reduce token processing costs.


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Enfabrica said reductions could reach up to 50% and allow inference workloads to scale without overbuilding local memory capacity.

For large language models and other AI workloads, such capabilities could become essential.

The ACF-S chip also offers high-radix multipath redundancy. Instead of a few massive 800Gbps links, operators can use 32 smaller 100Gbps connections.

If a switch fails, only about 3% of bandwidth is lost, rather than a large portion of the network going offline.

This approach could improve cluster reliability at scale, but it also increases complexity in network design.

The deal brings Enfabrica’s engineering team, including CEO Rochan Sankar, directly into Nvidia, rather than leaving such innovation to rivals like AMD or Broadcom.

While Nvidia’s Intel stake ensures manufacturing capacity, this acquisition directly addresses scaling limits in AI data centers.

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September 26, 2025 0 comments
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Zambia dismantles $300m app crypto fraud targeting tens of thousands: Interpol
NFT Gaming

Zambia dismantles $300m app crypto fraud targeting tens of thousands: Interpol

by admin August 22, 2025



Interpol reported a massive crypto fraud in Zambia that exploited 65,000 victims through a sophisticated app infrastructure. The criminals used targeted ads to acquire users, then funneled them through a series of applications, mirroring the funnel of a real SaaS company but built on fraud.

Summary

  • Zambian authorities dismantled a $300 million crypto fraud targeting 65,000 victims through a complex app ecosystem.
  • Operation Serengeti 2.0, coordinated by Interpol, led to 15 arrests in Zambia and the seizure of critical digital evidence.
  • Angola simultaneously saw 25 illegal crypto mining centers and 45 illicit power stations confiscated, with equipment worth $37 million.

On August 22, Interpol unveiled the details of a sweeping, multi-national takedown dubbed Operation Serengeti 2.0, which included Zambian authorities arresting 15 individuals connected to a sophisticated modern crypto investment scheme.

The operation exposed a criminal tech stack that leveraged extensive online advertising to lure victims with promises of high-yield returns, before guiding them through a meticulously designed series of proprietary applications that gave the entire operation a veneer of legitimacy.

A coordinated strike on digital crime’s infrastructure

The scale of the Zambian operation is staggering in its precision and impact. Authorities confirmed the scam siphoned an estimated $300 million from its 65,000 victims, a figure that lays bare the devastating efficiency of the app-based model.

In their crackdown, Zambian officials seized the critical digital fingerprints of the operation: key evidence including control domains, mobile numbers, and the bank accounts used to funnel the illicit gains. Investigations are now focused on tracing the international networks that supported the scheme.

Simultaneously, Angola saw a crackdown targeting illicit cryptocurrency mining operations. There, authorities targeted the physical infrastructure of digital asset mining, uncovering 25 illegal centers operated by 60 Chinese nationals.

The operation went beyond seizing mining rigs; it struck at the power source, identifying and confiscating 45 illicit power stations that were diverting national electricity. The total value of the confiscated mining and IT equipment exceeded $37 million, according to Interpol.

Notably, the Angolan government has stated this hardware will be repurposed to support power distribution in vulnerable communities, turning the tools of crime into public utility.

A continental effort against cybercrime

Overall, Operation Serengeti 2.0 led to the recovery of $97.4 million and the dismantling of 11,432 malicious infrastructures, a clear testament to its scope.

Ahead of the operation, Interpol said it facilitated the sharing of intelligence, including suspicious IP addresses, domains, and command-and-control servers, with investigators from 18 African nations and the United Kingdom.

The participating countries included Angola, Benin, Cameroon, Chad, Côte D’Ivoire, Democratic Republic of Congo, Gabon, Ghana, Kenya, Mauritius, Nigeria, Rwanda, Senegal, South Africa, Seychelles, Tanzania, Zambia, and Zimbabwe.



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August 22, 2025 0 comments
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