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DuetServe: Harmonizing Prefill and Decode for LLM Serving via Adaptive GPU Multiplexing
arXiv:2511.04791v2 Announce Type: replace Abstract: Modern LLM serving systems must sustain high throughput while meeting strict latency SLOs across two distinct inference phases: compute-intensive prefill and memory-bound decode phases. Existing approaches either (1) aggregate both phases on shared GPUs, leading to interference between prefill and decode phases, which degrades Time-Between-Tokens (TBT); or (2) disaggregate the two phases across GPUs, improving latency but wasting resources...
Sources: QB Brissett to report for Cards minicamp
TEMPE, Ariz. -- Cardinals quarterback Jacoby Brissett will report for Arizona's mandatory minicamp this week, sources told ESPN, after holding out for all of the team's offseason program while he awaits a reworked contract for this season Brissett was at risk of being fined a total of $107,911 if he didn't show up, according to the NFL's collective bargaining agreement. Brissett missed the entirety of Arizona's Phase 1 and Phase 2 as well as all three of the Cardinals' OTAs. The Cardinals'...
Power outage cuts water supply, disrupts lifts for 3,000 residents for 24 hours
About 3,000 residents at a Tsuen Wan housing estate have been left without water and with disrupted lift services for more than 24 hours after a power outage, with electricity only gradually restored around noon on Tuesday. The outage struck Phase 1 of Tsuen Wan Centre on Monday morning, affecting around 1,000 households across five blocks and a care home for people with disabilities. According to a notice issued by the Tsuen Wan Centre Management Services Office on Tuesday morning,...
Domain Adaptation and Reasoning Frameworks in Language Models: A Controlled Experiment with Historical Cosmology
arXiv:2605.30415v1 Announce Type: new Abstract: We investigate how domain adaptation reshapes explanatory behavior in language models using historical cosmology as a controlled setting. In Phase 1, we train a small language model from scratch on a pre-Copernican corpus from which explicit heliocentric references were removed, and evaluate whether Earth-motion or heliocentric continuations nevertheless emerge. In Phase 2, we fine-tune a larger pretrained model using QLoRA on the same corpus...
Moderna gets $50 million to develop mRNA Ebola vaccine against Bundibugyo
The global health organization Coalition for Epidemic Preparedness Innovations (CEPI) announced Monday that it will "urgently accelerate development" of three vaccine candidates against Bundibugyo ebolavirus (BDBV), pledging a little over $60 million in the effort to extinguish an outbreak currently raging out of control in the Democratic Republic of the Congo. Under the plans, CEPI has committed up to $50 million to US-based Moderna for preclinical development and Phase 1 clinical testing...
Under-16 e-scooter ban watered down by Qld government
The Queensland government has backed down on a proposed ban on under-16s riding e-bike and e-scooters. The proposed pavement speed limit has also been lifted from 10 km/h to 12 km/ It's expected the laws will be phased in between July 1 and the end of August.
Global health funders fast-track three Ebola vaccines as outbreak continues to spread in Africa
Global health body CEPI is fast-tracking three experimental vaccines against the Bundibugyo strain of Ebola as the outbreak in Central Africa continues to spread. The Coalition for Epidemic Preparedness Innovations (CEPI) will “urgently accelerate” the development of three investigational vaccines targeting the Bundibugyo virus, responsible for the current Ebola outbreak in the Democratic Republic of Congo (DRC) and Uganda, the organisation announced on Monday. "With Bundibugyo virus...
Little-tested spinal cord treatment triggers hope, hype and lawsuits in Brazil
Little-tested spinal cord treatment triggers hope, hype and lawsuits in Brazil SAO PAULO, June 3 : An experimental treatment for spinal cord injuries has ignited a frenzy in Brazil, drawing patients from as far off as Mexico to a small-town laboratory, mobilizing the government to expedite approval and turning a scientist into a national celebrity – all before its safety has been proven in a clinical trial. The buzz around polylaminin, a placenta-derived protein aimed at promoting nerve...
Cowboys expect Pickens' presence at June camp
FRISCO, Texas -- Dallas Cowboys coach Brian Schottenheimer said he expects Pro Bowl wide receiver George Pickens to be at the team's mandatory minicamp that will run June 16-18. Schottenheimer said he spoke Wednesday with Pickens, who has not attended the voluntary offseason program and the organized team activities, which began this week at The Star. "I expect he'll be here," Schottenheimer said Thursday.
LLM Agent-Assisted Reverse Engineering with Quantitative Readability Metrics
Announce Type: new Abstract: Automatic decompilers produce functionally correct but often unreadable C code. This paper addresses one stage of the reverse engineering workflow: improving the readability of decompiled code using LLM agents guided by quantitative metrics. We present a three-phase research evolution.