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Reporting, explainers, and analysis on data and AI, updated continuously by the newsroom.

Subquadratic attention gets its first serious test

A 56.2 times speed win at 1M tokens makes subquadratic sparse attention promising, but treat it as gated infrastructure for now.

Data Today Engineering Desk · Jun 19, 2026

AI trust gap widens as chatbot use hits 49% of US adults

Half of U.S. adults (49 percent) use chatbots while 63 percent say AI moves too fast: the AI trust gap between adoption and confidence keeps widening.

Data Today AI Desk · Jun 18, 2026

Business

VMware migration turns Broadcom risk into a roadmap

Tesco says it must move 40,000 workloads after Broadcom pricing and support changes, turning VMware migration into a board-level plan.

Data Today Markets Desk · Jun 18, 2026

Research

DivInit makes agentic search threads less wasteful

Diversifying the first query adds 5 to 7 pass@4 points: DivInit seeds agentic search without any training.

Data Today AI Desk · Jun 17, 2026

Research

LLM recommendation bias gives famous brands an edge

Famous skincare brands were recommended 100 percent of the time in a new arXiv study, a measurable LLM recommendation bias toward incumbents.

Data Today AI Desk · Jun 17, 2026

MLPerf Training 6.0 gives Blackwell the scale edge

MLPerf Training 6.0 shows Blackwell leading all seven tests, but the useful signal is scale: 8,192 GPUs and MoE training pressure.

Data Today AI Desk · Jun 17, 2026

AI content labelling gives builders 47 days to move

AI content labelling becomes an EU product requirement on August 2, 2026. Audit chatbot, deepfake and public-interest text flows now.

Data Today AI Desk · Jun 16, 2026

Engineering

Flexible data centers turn AI power into a grid dial

Flexible data centers let AI sites cut load for a few peak hours, with Duke finding 76 GW of headroom at 0.25% curtailment.

Data Today Engineering Desk · Jun 16, 2026

SearchLeak turns Copilot’s trust boundary into the bug

A one-click M365 Copilot exploit chain, SearchLeak shows agent security has to move below prompts into render and egress controls.

Data Today AI Desk · Jun 16, 2026

Snowflake

Snowflake Hybrid Tables get faster without request fees

Row-store Snowflake Hybrid Tables handle OLTP-style work, and new preview optimizations report up to 8 times the throughput.

Data Today Snowflake Desk · Jun 15, 2026

Snowflake

Snowflake Iceberg ADLS writes are finally usable

Azure teams can now read and write externally managed Iceberg tables in Snowflake without moving storage, through GA ADLS support.

Data Today Snowflake Desk · Jun 15, 2026

Research

WorkBench agents close the workplace reliability gap

WorkBench agents now solve 89 percent of workplace tasks with 2.5 percent harmful actions, changing the risk math for builders.

Data Today AI Desk · Jun 15, 2026