Drupal Association blog: A First Look at the DrupalCon Orlando Venue
This is cross-posted from Mike Herchel's blog A few weeks ago, I met up with some of the DrupalCon Orlando local planning committee at the Hyatt Regency Grand Cypress Resort to check out the venue and finalize a bunch of plans.…
We toured the resort, planned events, sampled food and drinks (strictl…
After seeing everything in person, I'm convinced this is going to be t…
This DrupalCon is going to feel different (and I think that's a good t…
When to Review: Spaced Repetition for Continual Pre-Training of Language Models
arXiv:2608.17530v1 Announce Type: new Abstract: Continual pre-training of large language models must acquire new information without erasing old knowledge.…
Existing replay methods often choose a global old/new mixture and samp…
We formulate continual pre-training as adaptive review scheduling: the…
We introduce Spaced Repetition Training (SRT), a continual learning fr…
Raspberry Pi Compute Module 5 gets an official programming jig
The Raspberry Pi Compute Module 5 Programming Jig is a single-head provisioning system designed to easily flash an OS to the Raspberry Pi CM5 without a carrier board.…
The jig connects to the provisioning network via Ethernet or Wi-Fi and…
The CM5 is kept in place by a mechanical clamping mechanism, and the j…
Specifications: Features Provisioning head Pogo pin interface Mechanic…
OCTA Is Spending Again On Hydrogen Because The Fuel Chain Failed
The Orange County Transportation Authority is spending another $27.6 million on hydrogen infrastructure as it expands its fuel-cell bus fleet from 10 buses toward 50.…
Read the announcement quickly and it sounds like ordinary fleet growth…
OCTA’s history makes the story much less straightforward.
[continued] The post OCTA Is Spending Again On Hydrogen Because The Fu…
Towards Better Agents for Multi-Turn User Interaction: The Next User Turn Is More Than Context
arXiv:2608.17499v1 Announce Type: new Abstract: User-facing tool agents must coordinate dialogue and tool use as user goals unfold over multiple turns.…
Yet interactive reinforcement learning typically reduces each rollout …
The next user turn is more than context: it also provides noisy, tempo…
We introduce \textbf{F}eedback-\textbf{A}ware \textbf{C}redit \textbf{…
arXiv:2608.17471v1 Announce Type: new Abstract: Recent advances in LLM agents have made them increasingly capable of designing methods for complex AI tasks.…
This raises two central questions about agent-designed methods relativ…
To study these questions, this paper introduces an analysis that deriv…
Widely used LLM agents are evaluated on a suite of representative, ope…