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News
Why AI-first development matters — and how to get there
1+ hour, 22+ min ago (1343+ words) For a growing number of organizations, AI has become not only a key component of the software development process, but the centerpiece. These enterprises have shifted toward an AI-first development strategy, where artificial intelligence is integrated into all phases of…...
Google brings predictive AI to BigQuery without the ML training
4+ day, 21+ hour ago (671+ words) Google is adding a pre-trained foundation model for tabular data to BigQuery, allowing enterprise teams to generate predictions from structured data without having to train and deploy a machine learning model from scratch. The TabFM model, which has been developed…...
Hands-on with Unsloth Desktop, for running and training LLMs locally
1+ week, 3+ day ago (553+ words) LM Studio makes it easy to run LLMs on one’s own hardware, whether as a desktop app or a server for others in one’s organization. But LM Studio isn’t the only project of its kind. Unsloth, a team of two…...
Why your biggest hidden AI cost isn’t GPUs
2+ week, 49+ min ago (530+ words) GPU bills get most of the scrutiny when it comes to AI budget reviews, but there’s another important area that teams overlook. If you’re not preparing and slimming down the data that feeds into a model’s context, you’re merely paying…...
AI agent reliability: Why schedulers and shells still break fleets
2+ week, 4+ day ago (1074+ words) I run 49 scheduled AI agents on one laptop. Another 24 sit beside them, deliberately switched off. That distinction matters more than it sounds. After eighteen months, I have stopped being surprised by model errors. Models misunderstand requests and occasionally produce confident…...
AI inference: Five best practices for successful AI applications
3+ week, 3+ day ago (849+ words) While some organizations are still getting started with their AI strategies, others are in pilot purgatory, with few experiments or proofs of concept (POCs) reaching production. Only 25% of organizations have moved 40% or more of their AI experiments into production, according…...
I ran the tiny Bonsai model on my tiny GPU. Here’s how it performed
3+ week, 1+ hour ago (339+ words) The Bonsai 27B model from PrismML is the latest of many to squeeze a large number of parameters (27 billion) into a footprint compact enough to fit on a smartphone. The original model weighed in at 54 GB. However, PrismML claims its 1-bit…...
I've built data pipelines on AWS, Azure and Snowflake. Here's what Palantir Foundry did that surprised me
1+ mon, 2+ day ago (310+ words) Senior data engineers are trained to be skeptical of proprietary platforms. When I entered a Palantir Foundry training bootcamp, I expected to find a slow, expensive alternative to the mature tools I know on AWS and Azure. What I found…...
Will open weights make AI more honest?
1+ mon, 1+ week ago (609+ words) Last month I asked Claude’s Fable 5 model to read four 18th-century probate wills. It responded by fabricating a family. And it worked! Or seemed to. Claude gave me exactly what I wanted: An emigrant son “beyond the seas.” Not one…...
Getting from black-box AI to glass-box AI
1+ mon, 4+ week ago (871+ words) A year ago, most enterprise AI systems generated recommendations. Today, AI systems are approving transactions, routing shipments, updating records, interacting with customers, and triggering downstream software actions with little or no human involvement. For CIOs, that shift changes the central…...