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@h4ckernews@mastodon.social · last week

What Is (AI) Glaze?

https://glaze.cs.uchicago.edu/what-is-glaze.html

#HackerNews #AI #Glaze #AI #Technology #Machine #Learning #Hacker #News #Innovation

Glaze - What is Glaze

@dada@diaspodon.fr · 2 weeks ago

Half-Life 3 est attendu pour 2026, mais Valve temporise - https://www.ginjfo.com/actualites/logiciels/jeux-video-logiciels/half-life-3-est-attendu-pour-2026-mais-valve-temporise-20251215

> Il est dit que Valve hésiterait à communiquer officiellement tant que le coût des composants, et en particulier ceux de la mémoire, reste imprévisible. Les prix de la DRAM et de la NAND ont explosé, avec des hausses estimées entre 200 % et 500 % par rapport à octobre.

Saloperie d'IA !

#HalfLife #vavle #steam #machine #jeuxvidéo

@h4ckernews@mastodon.social · 3 weeks ago

Spirograph style Lego drawing machine

https://jkbrickworks.com/simple-drawing-machine/

#HackerNews #Spirograph #Lego #Drawing #Machine #Lego #Art #Creative #Tech #DIY

@h4ckernews@mastodon.social · 3 weeks ago

Alignment Is Capability

https://www.off-policy.com/alignment-is-capability/

#HackerNews #Alignment #Is #Capability #alignment #capability #AI #ethics #machine #learning #innovation

Alignment Is Capability

Alignment is not a constraint on capable AI systems. Alignment is what capability is at sufficient depth. OpenAI and Anthropic have been running this experiment for two years.

hypebot boosted

💙 Obsidian Urbex Photography 💚

@ObsidianUrbex@mstdn.social · 4 weeks ago

🏭Industrial masterpiece. In the 1930s, this behemoth machine was, at the time, the biggest gas engine ever built! Now it stands rusting and abandoned inside an old power plant somewhere in Luxembourg.

#AbandonedEngineering #Luxembourg #Photography #Industry #Industrial #Rust #LostPlace #Explore #History #Machine #Engineering

Inside a factory-like building, two enormous and ornate rusting machines rest on tiled floors. Overhead, the metal beams of the large building are visible

@h4ckernews@mastodon.social · 4 weeks ago

Touching the Elephant – TPUs

https://considerthebulldog.com/tte-tpu/

#HackerNews #Touching #the #Elephant #TPUs #TPU #Technology #AI #Hardware #Machine #Learning

💙 Obsidian Urbex Photography 💚

@ObsidianUrbex@mstdn.social · 4 weeks ago

🏭Industrial masterpiece. In the 1930s, this behemoth machine was, at the time, the biggest gas engine ever built! Now it stands rusting and abandoned inside an old power plant somewhere in Luxembourg.

#AbandonedEngineering #Luxembourg #Photography #Industry #Industrial #Rust #LostPlace #Explore #History #Machine #Engineering

Inside a factory-like building, two enormous and ornate rusting machines rest on tiled floors. Overhead, the metal beams of the large building are visible

@h4ckernews@mastodon.social · last month

Building road signs at home using a Cricut Machine

https://annanay.dev/build-a-signboard/

#HackerNews #Building #road #signs #at #home #using #a #Cricut #Machine #DIY #Cricut #RoadSigns #HomeProjects #MakerCommunity

@h4ckernews@mastodon.social · last month

Weight-sparse transformers have interpretable circuits [pdf]

https://cdn.openai.com/pdf/41df8f28-d4ef-43e9-aed2-823f9393e470/circuit-sparsity-paper.pdf

#HackerNews #Weight-sparse #transformers #interpretable #circuits #AI #research #machine #learning #pdf

@h4ckernews@mastodon.social · last month

CUDA Ontology

https://jamesakl.com/posts/cuda-ontology/

#HackerNews #CUDA #Ontology #CUDA #GPU #Computing #Machine #Learning #Data #Science

@h4ckernews@mastodon.social · last month

Compiling Ruby to Machine Language

https://patshaughnessy.net/2025/11/17/compiling-ruby-to-machine-language

#HackerNews #Compiling #Ruby #to #Machine #Language #Ruby #MachineLanguage #Programming #HackerNews #TechInsights

Compiling Ruby To Machine Language - Pat Shaughnessy

@h4ckernews@mastodon.social · 2 months ago

AI for Senior Software Engineers

https://www.emadibrahim.com/ai-guide

#HackerNews #AI #for #Software #Engineers #AI #Guide #Tech #Trends #Senior #Developers #Machine #Learning

AI for Senior Software Engineers | Emad Ibrahim

A comprehensive, technical guide to understanding Artificial Intelligence from first principles. Built for experienced engineers who want to deeply understand how AI actually works.

@h4ckernews@mastodon.social · 2 months ago

LLMs Encode How Difficult Problems Are

https://arxiv.org/abs/2510.18147

#HackerNews #LLMs #Encode #Difficult #Problems #AI #Machine #Learning #Hacker #News

LLMs Encode How Difficult Problems Are

Large language models exhibit a puzzling inconsistency: they solve complex problems yet frequently fail on seemingly simpler ones. We investigate whether LLMs internally encode problem difficulty in a way that aligns with human judgment, and whether this representation tracks generalization during reinforcement learning post-training. We train linear probes across layers and token positions on 60 models, evaluating on mathematical and coding subsets of Easy2HardBench. We find that human-labeled difficulty is strongly linearly decodable (AMC: $ρ\approx 0.88$) and exhibits clear model-size scaling, whereas LLM-derived difficulty is substantially weaker and scales poorly. Steering along the difficulty direction reveals that pushing models toward "easier" representations reduces hallucination and improves accuracy. During GRPO training on Qwen2.5-Math-1.5B, the human-difficulty probe strengthens and positively correlates with test accuracy across training steps, while the LLM-difficulty probe degrades and negatively correlates with performance. These results suggest that human annotations provide a stable difficulty signal that RL amplifies, while automated difficulty estimates derived from model performance become misaligned precisely as models improve. We release probe code and evaluation scripts to facilitate replication.

@h4ckernews@mastodon.social · 2 months ago

Should LLMs just treat text content as an image?

https://www.seangoedecke.com/text-tokens-as-image-tokens/

#HackerNews #LLMs #Image #Processing #Text #Content #AI #Research #Machine #Learning

Yogthos boosted

@atomjack@mastodon.cloud · 3 months ago

auto bishop machine…

#automatic #bishop #aliens #machine #knife #hand #animatedgif

@atomjack@mastodon.cloud · 3 months ago

auto bishop machine…

#automatic #bishop #aliens #machine #knife #hand #animatedgif

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