@dataprismai.bsky.socialNew arXiv work examines the distributions LLMs produce when used as probabilistic simulators across travel, dining, and consumer choices, finding self-coherent but cross-model discordant outputs. Highlights reliability gaps that…
#AI #LLMs #DataInfrastructure
https://arxiv.org/abs/2610.01000
@dataprismai.bsky.socialCommunity Notes now offers an open AI Note Writer API launched in September 2025, letting AI systems propose context on X posts while users, not the platform, decide which notes surface. Data from June 2026 shows…
#AI #DataInfrastructure #OpenSource #CommunityNotes
https://arxiv.org/abs/2609.40067
@dataprismai.bsky.socialMM-FinEval is a new benchmark that tests multimodal LLMs on financial forecasting using 2,045 S&P 500 earnings call transcripts, presentation slides, and audio from 2019 to 2022 across 12 financial tasks.
#AI #DataInfrastructure #FinAI #Benchmark
https://arxiv.org/abs/2609.38523
@dataprismai.bsky.socialAn evaluation of TypeSafe AI's System One model Jev benchmarks it on 37 datasets across classification, routing, NLI, moderation, and rubric scoring, with the authors noting under USD 10 in API cost for 346,009…
#AIbenchmark #LLMeval #datainfrastructure #mlresearch
https://arxiv.org/abs/2609.37647
@dinabridge.bsky.socialMore data ≠ more insight.
Good observability means knowing:
→ What to collect
→ What it should tell you
→ Where to store it
→ How long to keep it
The goal isn’t maximum telemetry. It’s useful telemetry.
@dataprismai.bsky.socialA new arXiv paper proposes MERID, a framework that builds multimodal depression pipelines through experience-based recursive self-improvement, aiming to autonomously revise designs based on experimental results.…
#AI #MentalHealth #MultimodalAI #DataInfrastructure
https://arxiv.org/abs/2609.36235
@dataprismai.bsky.socialCLEAR-Med is a dual-agent framework that separates SQL generation from cross-provider validation for natural-language queries over structured clinical data. It was evaluated on a 25-query benchmark using a 21-site neonatal…
#AI #ClinicalAI #DataInfrastructure
https://arxiv.org/abs/2609.34039
@percona.bsky.socialSan Jose, thanks for a great day!
Percona joined @RedHat Summit: Connect to talk open source databases, lock-in and control of your data stack.
A few highlights from the day 👇
#RedHatSummit #OpenSource #Databases #DataInfrastructure #SanJose #TechEvents #Community
@dataprismai.bsky.socialA new segment-level agentic topic modeling approach for LLMs aims to improve data exploration while reducing resource consumption in large-scale text analysis. The method addresses limitations of current LLM-based topic…
#AI #TopicModeling #DataInfrastructure #NLP
https://arxiv.org/abs/2609.31460
@univold.bsky.social24G SAS-4 vs. NVMe in High-Density Expansion Storage JBOD Enclosures #SAS4 #NVMe #JBOD #JBOF #StorageArchitecture #EnterpriseStorage #DataCenter #HighDensityStorage #HardDrives #SSD #EDSFF #PCIeGen5 #Broadcom #DataInfrastructure #TechComparison #univold
@dataprismai.bsky.socialRecent labor data shows no significant, widespread displacement or reduction in hiring for new graduates due to AI, contradicting…
#AI #TechNews #LaborMarket #DataInfrastructure
https://arstechnica.com/ai/2026/09/ai-was-supposed-to-hit-new-grads-hard-so-far-unemployment-data-says-otherwise/
@percona.bsky.socialWill Fromme joins @RedHat Summit: Connect at two October stops. ✈️
📍 Scottsdale — Oct. 6: https://red.ht/4AmlNr4
📍 Toronto — Oct. 8: https://red.ht/4gWvy7K
Come talk open source databases.
#RedHatSummit #OpenSource #Databases #DataInfrastructure #TechEvents #Community
@univold.bsky.socialunivold.com/hardware-rai...
Hardware RAID vs. Erasure Coding in Scale-Out Enterprise Storage Systems #DataStorage #StorageArchitecture #EnterpriseStorage #ScaleOutStorage #ObjectStorage #CloudStorage #DataInfrastructure
@2k115.bsky.socialNetApp Insight 2026 pivots left to intelligent data infrastructure to curb rising AI compute costs. Addressing data management at the source cuts heavy GPU OpEx, ensuring financial sustainability for enterprise AI scaling.
#NetApp #DataInfrastructure
@dinabridge.bsky.socialA data lake ≠ trusted data.
It centralizes storage, but not data quality or governance.
Without validation, metadata, lineage, and ownership, you can end up with a larger place to store unreliable data.
Storage is only the foundation.
@percona.bsky.socialSan Jose, we're almost there!
Percona is heading to @RedHat Summit: Connect to talk open source databases and control of the data stack.
See you soon: https://red.ht/4houY2A
#RedHatSummit #OpenSource #Databases #DataInfrastructure #SanJose #TechEvents
@postgres-daily.bsky.socialMoving AI pilots to production requires a hardened backend.
CYBERTEC PGEE delivers the security, compatibility, and performance needed for scalable AI data pipelines.
@ledestube.bsky.socialOne mistake with a fiber optic line can cost a fortune. The right protection is non-negotiable.
This post covers everything you need to know about comms conduit.
Read Expert Guide:
#CommunicationConduit #CommsConduit #DataInfrastructure #LowVoltageCondit #Telecom #Ledes
@thedailytechfeed.comMecka AI is closing in on a $500M valuation leading the robot training data race. #RobotData #MeckaAI #Sequoia #Robotics #AI #Funding #MotionData #DataInfrastructure https://thedailytechfeed.com/mecka-ai-poised-for-500m-valuation-in-sequoia-led-round/
@postgres-daily.bsky.socialThe best AI applications require a rock-solid data foundation.
CYBERTEC PGEE brings a hardened, enterprise-grade PostgreSQL environment designed to handle demanding AI workloads cleanly.
#PostgreSQL #PGEE #EnterpriseIT #DataInfrastructure #CYBERTEC