Worth Reading 031026


Credential misuse, AI tools, and security blind spots help attackers move through breached networks faster than ever, CrowdStrike finds.

 


In theory, the design of IPv6 was such that the upper-level end-to-end transport protocols, namely TCP and UDP need not be aware of the IP layer protocol being used. We should be able to use IPv4 and IPv6 interchangeably in the DNS right?

 


Weshow that large language models can be used to perform at-scale deanonymization. With full Internet access, our agent can re-identify Hacker News users and Anthropic Interviewer participants at high precision, given pseudonymous online profiles and conversations alone, matching what would take hours for a dedicated human investigator.

 


By virtue of its $6.9 billion acquisition of Mellanox Technologies completed in early 2020, Nvidia became a seller of optical transceivers for Ethernet and InfiniBand, but seven years before that deal was done, Mellanox had acquired optical technology suppliers Kotura and IPtronics to become a supplier of these components itself, correctly perceiving how important optics would be for the future.

 


The Network Management session at APRICOT 2026 brought together four presenters to share practical, data‑driven insights into how operators can better understand and optimize their networks.

Posted in WORTH READING

Hedge 298: The 6G Hype Begins

It’s 2026, and it’s time for a new cellular telephone hype cycle: 6G! Doug Dawson from CCG joins Russ and Tom to talk about why 5G is really 4.5G, the proposed changes for 6G, and the challenges higher frequency ranges and bandwidths face in the real world.
 
It’s definitely worth following Doug’s daily post about the telecom and wireless worlds over at Pots and Pans.
 

 
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Posted in AUDIO, HEDGE

Worth Reading 022626


The current debate on the existence of an “AI bubble” centers on a single question: is the current high level of investment into AI data centers a massive misallocation of capital or the key to future economic growth?

 


The more I have thought about it, the more convinced I am that the very technological advancements that make my life easier — the most recent being artificial intelligence — actually contribute to a busier, more overwhelming life.

 


Using hot water to cool supercomputers? Nvidia and others are doing it. It’s liquid cooling minus the water chillers.

 


New research shows that these claims aren’t true in all cases, particularly when account recovery is in place or password managers are set to share vaults or organize users into groups.

 


Every employer knows to conduct background checks. However, conducting background checks on IT professionals requires an extra layer of verification, given the privileged access they typically have to IT systems and tools.

Posted in WORTH READING

Worth Reading 022026


For decades, many believed SDCs were rare, almost mythical events. However, major hyperscale operators including Meta, Google and Alibaba have disclosed that roughly one in 1,000 CPUs in their fleets can produce silent corruptions under certain conditions.

 


The fundamental rules of creativity and ownership, established in law since the time of the printing press, are now collapsing under the weight of Generative AI.

 


As you and your spouse head off for a two-week Maui vacation, do you hand your 17-year-old boy a bottle of smooth whiskey and the keys to your spare Ferrari, bidding him “have fun while we’re gone”?

 


When Meta Platforms does a big AI system deal with Nvidia, that usually means that some other open hardware plan that the company had can’t meet an urgent need for compute.

 


This paper introduces Whisper Leak, a side-channel attack that infers user prompt topics from encrypted LLM traffic by analyzing packet size and timing patterns in streaming responses. Despite TLS encryption protecting content, these metadata patterns leak sufficient information to enable topic classification.

 

Posted in WORTH READING