Discover ANY AI to make more online for less.

The 'last-mile' data problem is stalling enterprise agentic AI â€

<p>Traditional ETL tools like dbt or Fivetran prepare data for reporting: structured analytics and dashboards with stable schemas. AI applications need something different: preparing messy, evol [...]

Why your LLM bill is exploding — and how semantic caching can cut it by 7

<p>Our LLM API bill was growing 30% month-over-month. Traffic was increasing, but not that fast. When I analyzed our query logs, I found the real problem: Users ask the same questions in differe [...]

Meta researchers introduce 'hyperagents' to unlock self-improving

<p>Creating self-improving AI systems is an important step toward deploying agents in dynamic environments, especially in enterprise production environments, where tasks are not always predictab [...]

Monitoring LLM behavior: Drift, retries, and refusal patterns

<h2>The stochastic challenge</h2><p>Traditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On [...]

Black Forest Labs' new Self-Flow technique makes training multimodal A

<p>To create coherent images or videos, generative AI diffusion models like Stable Diffusion or FLUX have typically relied on external &quot;teachers&quot;—frozen encoders like CLIP or [...]

Apple Watch Series 11 review: A reliable wearable for when it matters most

<p>The <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/wearables/apple-watch-series-10-review-legacy-and-sequel-in-equal-measure-120021405.html">tenth genera [...]

The new Witcher animated film finally has a legit trailer

<p>We’ve been hearing about the latest animated movie based on The Witcher franchise for a while now, but we’ve only ever <a data-i13n="cpos:1;pos:1" href="https://www.enga [...]

Netflix won seven awards at the Golden Globes with Adolescence and KPop Dem

<p>The <a data-i13n="cpos:1;pos:1" href="https://goldenglobes.com/winners-nominees/">2026 Golden Globes</a> took place on Sunday and it was another big night for [...]

The Golden Globes will start giving an award to the best podcast of the yea

<p>The Golden Globes is expanding beyond film and TV with a new category. It will dole out an award for the best <a data-i13n="cpos:1;pos:1" href="https://www.engadget.com/spot [...]