Rittwika

Articles by Rittwika

Google Gemini for Government Services illustration showing AI-powered public sector workflows, document processing, data security and government automation.

Google Previews Gemini for Government Services

Google Public Sector opened a private preview of an agent platform for agencies. Pricing, authorization and customers remain unclear.

October 22, 2026

Turnitin AI licensing dispute illustration showing UK universities reviewing student essay rights, data privacy and AI training concerns.

Education AI

UK Universities Reassess Turnitin Over AI Licence Row

A proposed Turnitin licence change on AI use of student work, now postponed to 2027, has pushed several UK universities to review or end their contracts.

October 16, 2026

Kronecker Product Attention (KPA) diagram illustrating transformer attention, matrix factorisation, and up to 10x KV cache compression for large language models.

Machine Learning

Kronecker Product Attention Claims 10x KV Cache Savings

A new arXiv preprint factorises the KV cache with Kronecker products, claiming up to 10x compression on small models. The evidence is early.

October 14, 2026

Banking executives reviewing AI return on investment (ROI), cost savings, and financial performance charts, highlighting how major banks measure AI-driven value.

Finance AI

Banks Start Reporting AI Returns, but Proof Remains Thin

Bank of America cites $800M of benefit on $400M of AI cost, yet Evident finds only 1% of bank AI use cases show a specific financial gain.

October 13, 2026

AI-powered clinical follow-up system showing a doctor reviewing patient records, automated care workflows, secure data access, and human oversight of healthcare AI agents.

Healthcare & Wellness AI

ONC Funds Open-Source Guardrails for Clinical AI Agents

ONC awarded MedStar about $1 million to build open-source middleware that gates and verifies AI agents handling clinical follow-ups. The work is planned, not yet proven.

October 12, 2026

Constructor Agentic Checkout shows AI-powered product recommendations, in-chat shopping, and secure payments through Stripe without leaving the conversation.

Retail & Logistics AI

Constructor Adds In-Chat Stripe Checkout to Shopping Agents

Constructor says shoppers can now pay inside its AI shopping agents via Stripe, aiming to close the gap between AI discovery and purchase.

October 10, 2026

MLCommons MLPerf Training benchmark for LLM post-training showing coding agents, sandbox execution, reinforcement learning workflow, GPU infrastructure and benchmark performance tracking.

Machine Learning

MLPerf Training Adds First LLM Post-Training Benchmark

MLPerf Training v6.1 will time how fast systems train Qwen 3.5 397B with reinforcement learning to fix real software bugs.

October 7, 2026

Google Gemini 4 Argon shown with benchmark comparisons, coding and automation tools, one-million-token output, cyber defense features and limited access for vetted defenders.

LLMs

Google Gemini 4 Argon Leads Benchmarks, but Access Is Limited

Google's Gemini 4 Argon tops most of its own benchmark comparisons against GPT-6 Astra and Claude Opus 5.5, but launches first to vetted cyber defenders.

October 6, 2026

AI News

NVIDIA NIM 2.0 Changes AI Deployment. But It Doesn’t Change Enterprise Adoption Overnight.

AI infrastructure headlines have a familiar pattern: a new release arrives, deployment gets dramatically easier, and suddenly it sounds like enterprises can transform their AI stack in a matter of hours.

October 1, 2026

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