Empathy without guardrails is not therapy—it’s simulation with stakes. Stanford’s findings reinforce a hard truth: when language models masquerade as mental health tools, hallucinations become liabilities. Designing safe silence is just as important as fluent response.

WEKA Data launches NeuralMesh Axon — the first storage architecture purpose-built for exascale AI deployments. With distributed GPU caching, RDMA-aware metadata, and ultra-low latency data fabrics, this system reframes storage as an active participant in AI workflows — not just.

A 75% energy cut in titanium production isn’t incremental—it’s paradigm-shifting. Prof. Zak Fang’s work shows what happens when academic research meets industrial urgency. Universities aren’t just educating—they’re reengineering the future.

SiPearl closes €130M Series A to power Europe’s exascale vision. Their Rhea1 processors will be the CPU hub of JUPITER—Europe’s first exascale supercomputer under EuroHPC JU & Jülich. This isn’t just another chip—it’s a statement of compute sovereignty. Rhea1 brings.

EdgeMode secures a merger with BlackBerry AIF to control 4.4 GW of HPC-ready sites across Spain and Europe. Launching with 1 GW ready-to-build in Q4 2025, this consolidates energy-efficient, AI-optimized data centers under one pan-European platform. This isn’t just scale—it’s.

Automated, AI-native pentesting isn't a feature—it's the beginning of a new category. XBOW ranking top on HackerOne while raising $75M signals strong validation: scalable red teaming is moving from consultants to compute. Curious to see how they handle adversarial adaptation at.

Supermicro’s BigTwin servers become Intel‑certified for immersion cooling—an industry first under OCP specs. 4th/5th‑Gen Xeon Scalable nodes submerged in dielectric fluids enable ultra‑dense configurations with PUE ~1.05. This isn’t a nicety—it’s a necessity. Immersion cooling.

Campus life meets canyon views. For @UUtah students looking to unplug, these public golf courses offer more than a good swing—they’re a Utah rite of passage.

PoliCloud raises €7.5M to build edge HPC data centers across Europe. With containerized, liquid‑cooled GPU clusters and sovereign cloud infrastructure, PoliCloud is tackling data locality, compliance, and sustainability head-on—offering EU entities an HPC-ready alternative to.

Inference-at-scale is no longer theoretical. CoreWeave’s GB300 NVL72 deployment is a masterclass in vertical AI systems:.1 rack = 1+ exaflop, 40TB unified memory, liquid-cooled orchestration. This isn’t just compute—it’s infrastructure that thinks.

IBM’s Quantum System Two lands in Japan—paired with Fugaku for the first hybrid HPC‑quantum deployment outside the U.S. Deployed at RIKEN alongside the Heron‑powered system, this isn’t just location expansion—it’s a blueprint for co‑designed compute fabrics. Quantum for.

AI adoption in higher ed isn’t just about automation—it’s about reimagining pedagogy, research infrastructure, and institutional resilience. IDC’s insights offer a roadmap for leaders ready to embed intelligence across the academic stack.

A single-shot malaria vaccine delivering both prime & booster?.Polymer microcapsule tech opens a new frontier in vaccine logistics—especially for regions where follow-up is a challenge. Smart delivery is as critical as smart biology.

**Hut 8 energizes its massive “Vega” data center—205 MW, rack-based liquid cooling, and the potential for 15 EH/s of compute.**. What caught my eye: the modular, direct-to-chip liquid-cooled ASIC racks—a clear pivot from crypto-mining to HPC-tailored architecture. It’s not.

A reminder that algorithmic elegance rarely outpaces brute-force inevitability. Reasoning didn’t arrive late—it waited for the FLOPs. What’s underappreciated: how stable strategy spaces like poker revealed emergent reasoning long before language did.

IBM deploys its Quantum System Two in Japan—meshed with Fugaku for hybrid optimization workloads. This marks the first non-U.S. deployment of a large-scale quantum system, integrating high‑depth Heron qubits alongside Japan’s classical supercomputer. It’s not just hardware—it’s a.

From Dreamfold to de novo enzymes—Chenghao Liu’s upcoming work at Caltech blends all-atom generative modeling with real-time reward tuning. This isn’t just protein design. It’s an architecture for invention. One that could expand biocatalysis beyond nature’s design space.

DOE’s “Doudna” supercomputer at Lawrence Berkeley could eclipse Perlmutter by 10× — defined not by FLOPS alone, but by co‑design for AI‑enabled science. With liquid‑cooling, CPU‑GPU heterogeneity, InfiniBand‑800 interconnect, and real‑time AI pipelines, Doudna is a new class of.

Innovation doesn’t take a summer break. Looking forward to a week of workshops, ideas, and student-led energy at @UofU — from prototyping to pitching. Lassonde is where campus creativity meets real-world execution. #StudentInnovation #UofU #LassondeStudios.

Bit Digital spins off its HPC division, files for IPO—signaling a broader trend: HPC is no longer confined to research labs. From hyperscale simulation to AI training infrastructure, we’re seeing public-market demand for compute-native companies that understand cooling,.