LTX-2.5 can generate a 10-second AI video from an image in just 6.8 seconds on Nvidia superchips — and it’s open weights

LTX, the open world model company spun out of Lightricks, today released LTX-2.5, the newest version of its open-weights video and “world” model and it arrives natively integrated into ComfyUI, the node-based workflow tool that has become the de facto prototyping environment for open generative media, through a strategic day-one launch partnership between the two […]

Token-maxxing is dead. Agentic memory is what comes next.

Presented by MongoDB We have been building databases as an industry for roughly 60 years. We have been building AI agents, in the form most people mean when they say the word today, for about 18 months. Sit with that ratio for a second, because it explains almost everything about the state of agentic development […]

Your agent didn’t hallucinate; it exceeded its authority

Content filters can block unsafe output. They cannot tell you whether an agent was authorized to issue that refund, touch that production system, or commit the company to an external action. Those are different problems, and most enterprises are only solving the first one. An AI agent can follow its instructions perfectly and still take […]

Meta returns to open source with Muse Glimmer, an Apache 2.0 licensed 30B parameter AI model optimized for agents — available now

Meta today released Muse Glimmer, a 30-billion-parameter open-weight model designed to run autonomous AI agents directly on consumer hardware — pushing agentic workloads that normally depend on cloud infrastructure onto high-end Macs and PCs. Just as notable as what the model does is how it’s licensed. Glimmer arrives under the permissive, industry-standard Apache 2.0 open […]

No cloud, no GPUs, no problem: Liquid AI’s new model LFM2.5-2.6B brings powerful AI agents to devices as small as a Raspberry Pi

Earlier this week, the AI startup Liquid, formed in 2023 by former MIT computer scientists, debuted LFM2.5-2.6B, a new open-weight language model designed specifically for agentic workloads. In release materials and a recent interview with VentureBeat, Liquid’s researchers said LFM2.5-2.6B can run entirely on local hardware — from smartphones and laptops down to a Raspberry […]

Qwen 3.8-Max and Claude Opus 5 show why raw benchmark scores don’t predict the bill

Alibaba released Qwen 3.8-Max this week and marketed the preview as second only to Claude Fable 5 (their launch-day table was more equivocal: the model leads on one of 12 coding-agent rows). But an independent harness came close to the opposite conclusion: a benchmark run, apparently using the Preview version, put Qwen 3.8-Max’s best effort […]