The 'last-mile' data problem is stalling enterprise agentic AI — 'golden pipelines' aim to fix it

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, evolving oper [...]

Why your LLM bill is exploding — and how semantic caching can cut it by 73%

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 different ways.& [...]

Meta researchers introduce 'hyperagents' to unlock self-improving AI for non-coding tasks

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 predictable, nor c [...]

Monitoring LLM behavior: Drift, retries, and refusal patterns

The stochastic challengeTraditional software is predictable: Input A plus function B always equals output C. This determinism allows engineers to develop robust tests. On the other hand, generative AI [...]

Black Forest Labs' new Self-Flow technique makes training multimodal AI models 2.8x more efficient

To create coherent images or videos, generative AI diffusion models like Stable Diffusion or FLUX have typically relied on external "teachers"—frozen encoders like CLIP or DINOv2—to prov [...]

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

The tenth generation of the Apple Watch came and went without much fanfare last year, and the arrival of the Series 11 is similarly subdued. Not much appears to have changed with Apple’s smartwatch, [...]

The new Witcher animated film finally has a legit trailer

We’ve been hearing about the latest animated movie based on The Witcher franchise for a while now, but we’ve only ever gotten a short teaser and an equally short clip. Now, finally, there’s a le [...]

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

The 2026 Golden Globes took place on Sunday and it was another big night for streamers. Netflix took home seven awards, Apple and HBO Max each won three and Hulu got one. <br /> Netflix's [...]

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

The Golden Globes is expanding beyond film and TV with a new category. It will dole out an award for the best podcast of the year starting at next January's ceremony. Organizers told Variety tha [...]