The archive
Guides and explainers on artificial intelligence, newest first. Pick a topic to narrow things down.
An AWS customer story on embedding natural language analytics in a multi-tenant SaaS app is most useful for what it says about pipelines, row-level security and modest early adoption numbers.
6 min read
An AWS blog post says a SageMaker HyperPod cluster in Oregon matched a co-located cluster in Ohio on throughput by reading data through Qumulo's Cloud Data Fabric — after a short cache warmup.
6 min read
Researchers at MIT's McGovern Institute used an LLM to build a 49-factor risk lexicon, then trained a small, interpretable model on roughly 16,000 crisis conversations.
5 min read
In Project Swap, 201 Anthropic staff sent Claude agents to barter books on a trading floor. The bargaining was fine; the preference elicitation was where most of the value leaked away.
6 min read
Google DeepMind says Gemini 3.8 Live with Live Avatar pairs low-latency video generation with speech, adding lip-synced visual personas across 97 languages for Gemini Enterprise customers.
5 min read
AWS has published a GPU-ready WhisperX Deep Learning Container for SageMaker AI, adding per-word timestamps and speaker labels. No accuracy or throughput numbers were disclosed.
6 min read
AWS published a reference architecture using Bedrock AgentCore Gateway and MCP to let one agent query data held in separate line-of-business accounts. The trade-offs sit in the authorization layer.
6 min read
Legal software vendor Aderant says a Lambda-and-Nova Lite workflow triaged 109 support tickets at roughly 96% routing accuracy for under $30 a month. The sample is small, but the design is instructive.
6 min read
A clear walk through how large language models are built and trained, from next-token prediction to instruction tuning, and why they seem to reason but still fail.
9 min read
A new book from MIT's Senseable City Lab argues computer vision can turn street imagery into urban data at scale, while warning about surveillance creep and models that inherit cultural bias.
5 min read
Neurosoft Bioelectronics has joined Mila's industry network to build foundation models for brain recordings. The hard part, both sides concede, is that neural data is far scarcer than text.
5 min read
Google says its Beam telepresence system now ships in six countries with 18 channel partners, HP hardware and a pay-per-use network inside Industrious coworking sites starting in October.
5 min read