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dev.to > olaughter > intention-distillation-lifts-robot-success-by-20--5838

Intention distillation lifts robot success by 20 %

40+ min ago   (626+ words) Injecting a high‑level intent signal into vision‑language‑action pipelines produces a roughly twenty‑percentage‑point jump in robot success in simulation and a more modest several‑percentage‑point increase in real‑world experiments (with up to 12 pp gains…...

DEV Community
dev.to > adi-il > fixing-fatal-process-aborts-in-tensorflow-lookup-tables-6i1

Fixing Fatal Process Aborts in TensorFlow Lookup Tables

19+ min ago   (199+ words) Few things in Python development are more disruptive than a sudden SIGABRT or core dumped error that crashes the entire Python interpreter. In managed environments, invalid inputs should raise catchable exceptions like ValueError or tf.errors.InvalidArgumentError. When a C…...

DEV Community
dev.to > sarantoon > flash-killed-pro-the-day-deepseek-retired-its-own-flagship-model-48aj

Flash Killed Pro: The Day DeepSeek Retired Its Own Flagship Model

59+ min ago   (1044+ words) By Nokka | September 12, 2026 September 14, 2026, 04:00 UTC is about to be a strange date in AI history. From that second onward, every request sent to deepseek-v4-pro gets routed to V4.1-Flash instead. That will continue until V4.1-Pro ships [1]. Put plainly: DeepSeek is…...

DEV Community
dev.to > jones_chen_592558a62a5c44 > most-ai-products-forget-cogweald-is-designed-to-remember-383d

Most AI products forget. Cogweald is designed to remember.

1+ hour, 20+ min ago   (119+ words) Many AI demos feel intelligent until you ask the same question the next day. The problem is often not the model. The product simply has no durable world state. The conversation ends, the memory ends with it, and the next…...

DEV Community
dev.to > zeromathai > modeling-data-distributions-the-core-idea-behind-generative-models-3hjc

Modeling Data Distributions: The Core Idea Behind Generative Models

1+ hour, 33+ min ago   (948+ words) A generative model is not trying to memorize a dataset. Its real target is the probability structure that could have produced the observed data. That distinction is the foundation of distribution modeling: we can observe finite samples, but we do…...

Pressenza
pressenza.com > 2026 > 09 > ai-the-genie-out-of-the-bottle

AI: the genie out of the bottle

2+ hour, 9+ min ago   (505+ words) New York has just opened a debate that Chile should not evade. Its mayor, Zohran Mamdani, established a one-year moratorium on the direct use of generative artificial intelligence for nearly 600,000 students in public schools, from prekindergarten through eighth grade. This…...

DEV Community
dev.to > mikhailklimenko > what-a-confluence-space-export-actually-gives-you-2o54

What a Confluence space export actually gives you

2+ hour, 16+ min ago   (806+ words) Word is missing from that list on purpose: in Cloud, Word export lives at the page level, not the space level. If somebody tells you to "just export the space to Word", they are describing Data Center or wishful thinking....

DEV Community
dev.to > almadar > the-intelligence-ladder-k7d

The Intelligence Ladder

2+ hour, 32+ min ago   (984+ words) I have been sitting with this question for a long time. The more I fold language models into my daily work as a software developer, the less sure I am about a very basic thing: which model do I actually…...

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dev.to > frankchu > context-engineering-is-mostly-deciding-what-to-leave-out-1le3

Context engineering is mostly deciding what to leave out

2+ hour, 45+ min ago   (380+ words) Most advice about context windows is about fitting more in. Bigger windows, more retrieved documents, the whole file instead of the function. In practice the thing that has improved my results the most is the opposite move: getting the junk…...

DEV Community
dev.to > kanfu-panda > how-pdlc-skills-makes-progress-change-impact-and-quality-trends-visible-44me

How pdlc-skills Makes Progress, Change Impact, and Quality Trends Visible

2+ hour, 43+ min ago   (81+ words) The last post covered the quality chain. This one is about visibility. An AI can push three features... Tagged with ai, claudecode, testing, softwareengineering....