article thumbnail

LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. Instead, ML teams typically build evaluation systems to evaluate the effectiveness of the model or prompt. There is a much longer list of things that make software less than 100% debuggable in practice.

article thumbnail

Pixyle AI wants to make visual search more intuitive for online retailers

TechCrunch

Pixyle AI’s neural networks train its visual AI algorithms to not only identify fashion items in an image, but also categorize them by attribute, like color or pattern, that match the keywords shoppers use when searching for an item. Pixyle AI’s team on a green mountain top. The reason for search results is usually bad data.

Retail 246
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

LLMs Demand Observability-Driven Development

Honeycomb

Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. Instead, ML teams typically build evaluation systems to evaluate the effectiveness of the model or prompt. There is a much longer list of things that make software less than 100% debuggable in practice.

article thumbnail

J&J enlists AI to streamline joint replacement surgery

CIO

“While appropriate component sizing in TKA and THA is essential to optimizing clinical outcomes, there are instances where the provided patient X-ray during the pre-surgery process has poor image quality, which prevents predicting the right implant part sizing. Models are retrained approximately once per business quarter.

article thumbnail

AI's Offensive & Defensive Impacts

Palo Alto Networks

He warns: "Imagine with AI, they have the ability to make decisions about who to target, how to move laterally, and grab the valuable data … in an automated fashion. Where the idea of having a fully automated red team, and then therefore also a fully automated attacker." I think that's where this is going.

article thumbnail

10 Signs of Deadline-Driven Development

Dzone - DevOps

It’s fashionable in the tech world to say that you’re cool with failing. But failure leaves a bad taste in your mouth. And although there’s no sense pointing fingers, let’s just say it’s clear this problem is not exclusive to my team or to teams at Atlassian. Now, I’m no saint in this regard.

article thumbnail

Locals share why Vilnius, Lithuania is becoming an international startup hub

TechCrunch

Lukas Inokaitis , business development, NFQ Technologies. What is it weak in? The Vilnius startup ecosystem is mainly dominated by startups developing business management systems (B2B, SaaS) and financial technologies. Lukas Inokaitis, business development, NFQ Technologies. What is it weak in? What is it weak in?