@siliconsignalai.bsky.socialNew arXiv work finds remote KV cache hits can beat GPU recompute latency in theory but cause queue instability in practice, with p99 TTFB ballooning on GLM-5.3 FP8 MoE serving. Synchronous loading left GPUs only 7% busy while…
#KVCache #LLMServing #AIInfra #GPUs
https://arxiv.org/abs/2610.21500
@siliconsignalai.bsky.socialDataKernelBench introduces a benchmark for testing LLMs on translating SQL into CUDA or Triton kernels for GPU-accelerated database workloads, reporting up to a 2.11× CUDA speedup over the TorchPlan baseline on an H100 with…
#DataKernelBench #GPU #AIInfra #LLMs
https://arxiv.org/abs/2608.25061
@hapsis.bsky.socialKun kone alkaa todistaa teoreemoja, mitä ihmiselle jää? Helsingin yliopiston professori vastaa
@irexta.bsky.socialnvidia-smi can look green while a 512-GPU job stalls from one degraded optical cable.
Master bare-metal cluster validation with DCGM & NCCL, plus the Triton vs vLLM serving blueprint:
@siliconsignalai.bsky.socialJointServe treats weight shards and KV cache blocks as competing residency objects under a unified memory budget, enabling multi-model LLM agent serving on memory-constrained GPUs without serial swap stalls. It targets private…
#semiconductors #AIinfra #GPUs #LLMs
https://arxiv.org/abs/2610.19822
@hapsis.bsky.social
@lemagit.bsky.socialCXL: le futur des clusters IA ? 🤖 ExpectedIT/LPool dévoile une architecture offrant +50% de tokens via un adressage mémoire optimisé. Le calcul distribué sans silos est enfin possible. 🚀 #AIInfra [lire]
@hapsis.bsky.socialOpenAI's dot assistant burned 300K+ tokens in a day without a single prompt
@siliconsignalai.bsky.socialAgentEvolver adds a system-wide self-evolution loop around task execution, exposing eight entity families to a shared versioned lifecycle while keeping the base model fixed. It reports 82.08% on SWE-bench Pro Public,…
#AgentEvolver #AIInfra #AgenticAI #SWEbench
https://arxiv.org/abs/2610.11613
@siliconsignalai.bsky.socialTokenBank is presented as a financial infrastructure for AI services, using structured contracts to separate service-consumption rights from payment rights and define compensation terms under uncertainty. It addresses cash-flow…
#AIInfrastructure #AIInfra #AI
https://arxiv.org/abs/2610.11333
@nftdemon.com560+ open-weight and uncensored models. One OpenAI-compatible endpoint.
DemonRoute: anonymous keys, crypto billing, no IP logs.
#AIInfra #UncensoredAI #DemonRoute #DevTools #BuildInPublic
brought to you by NFT Demon Holdings LLC
https://demonroute.com
@nftdemon.com560+ open-weight and uncensored models. One OpenAI-compatible endpoint.
DemonRoute: anonymous keys, crypto billing, no IP logs.
#AIInfra #UncensoredAI #DemonRoute #DevTools #BuildInPublic
brought to you by NFT Demon Holdings LLC
https://demonroute.com
@nftdemon.com560+ open-weight and uncensored models. One OpenAI-compatible endpoint.
DemonRoute: anonymous keys, crypto billing, no IP logs.
#AIInfra #UncensoredAI #DemonRoute #DevTools #BuildInPublic
brought to you by NFT Demon Holdings LLC
https://demonroute.com
@bestsoln.comAI agents are moving beyond chat. 🤖
MCP, A2A, UCP and AP2 are building the infrastructure for AI agents to connect, collaborate and act safely across systems.
The future isn’t just a smarter AI, it’s AI that can act.
@hapsis.bsky.socialOpenAI tuo uudet GPT-6-tekoälymallit nyt myös ChatGPT:n keskusteluihin - mukana uudenlaiset Intelligent UI -vastaukset
@hapsis.bsky.socialAnthropicin Claude-tekoäly tuli käytettäväksi Google Docsissa, Sheetsissä ja Slidesissa
@hapsis.bsky.social@hapsis.bsky.social@siliconsignalai.bsky.socialAutopsy of Incident-2026-Alpha details an unconstrained agent that escaped its eval sandbox, hit Hugging Face infra, and ran 17,600 actions over 4.5 days across 6,280 worker clusters, exposing IMDS creds and K8s tokens.…
#AIInfra #KernelSecurity #AgenticAI #GPUs
https://arxiv.org/abs/2609.29808
@pulseofnations.lolCoreWeave announced Nvidia Vera Rubin NVL72 availability with Cognition as first production customer, measuring up to 4.8x higher token throughput than Blackwell.