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LLMs Demand Observability-Driven Development

Honeycomb

Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. Latency is often unpredictable.

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The Interchange: Things go from bad to worse at Better.com

TechCrunch

Well before Better.com garnered negative media coverage due to the manner in which CEO and co-founder Vishal Garg callously laid off 900 employees, the controversial executive made headlines for being the target of multiple lawsuits by PIMCO, Goldman Sachs and other investors involving entities he controlled. Funding and M&A.

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MarqVision grabs $20M to nab counterfeiters with an AI-powered IP protection platform

TechCrunch

As of 2020, the clothing sector lost about $27 billion in annual sales due to counterfeits, an illicit trade that results in huge losses to both brands and buyers. Unlike our competitors, which are forced to review manually in time-consuming processes, MarqVision’s process end-to-end is mostly automated.”.

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LexisNexis rises to the generative AI challenge

CIO

Late last month, LexisNexis launched Lexis+ AI, its own generative AI solution, in the US that promises to eradicate AI “hallucinations” and provide linked legal citations to ensure lawyers have access to accurate, up-to-date legal precedents — weaknesses discovered in the current slew of LLMs.

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LLMs Demand Observability-Driven Development

Honeycomb

Many software engineers are encountering LLMs for the very first time, while many ML engineers are being exposed directly to production systems for the very first time. Some of these things are related to cost/benefit tradeoffs, but most are about weak telemetry, instrumentation, and tooling. Latency is often unpredictable.

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CIOs recalibrate multicloud strategies as challenges remain

CIO

Or they were multicloud by accident, in which they acquired a company using a separate cloud or someone went rogue or had a preference due to skill set or pricing,” says Forrester analyst Tracy Woo. This makes a much heavier lift, though, for CIOs and their teams.” Today’s strategies are increasingly multicloud by intention,” she adds.

Strategy 321
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AI's Offensive & Defensive Impacts

Palo Alto Networks

As he bluntly states, "I think this will be short-lived and phishing will take the number one spot again due to AI." 2) Attacking the AI/ML systems themselves through techniques like prompt injection and poisoning training datasets to manipulate the outputs. "I Sikorski explains: "They can build trust very quickly.