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Open source Intelligence

Open-weight models, open tools and datasets, and licensing. 12 articles in the last 30 days.

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Open source2h ago

The J-lens offset is the model's token frequency: z-scoring helps

This is a linkpost for the write-up on my site ; the full body is below, and the code, decisions ledger and devlog are in the repo . Base-model z-score calibration of the J-lens helps elicit hidden secret words from Cywiński et al.'s taboo organisms: 0.805 lea

LessWrong
Open source15h ago

Oversight Board says Meta's rules for AI deepfakes are 'consistently and fundamentally inadequate'

The Oversight Board is asking Meta to prioritize AI content when it's reported.

Engadget AI
Open source1d ago

Apple reportedly building server packed with M-series Ultra chips for AI

Planned 2029 debut could make this Apple’s first enterprise server in decades.

Ars Technica AI
Open source1d ago

I Trained a Fly’s Brain to Generate WIRED Story Ideas

I used an open-source map of a fruit fly’s brain to vibe code a website called PitchFly. Its headline suggestions were delightfully bananas.

WIRED AI
Open source2d ago

Meta is reportedly gearing up to launch new smart glasses without a camera

Meta will soon unveil new camera-free smart glasses, according to The Information.

Engadget AI
Open source2d ago

Exclusive: Paying for frontier AI models buys 4-month head start at 5x the cost

Ars previewed Mozilla’s report on how cheap open models caught up on capability.

Ars Technica AI
Open source2d ago

Open weights are not open source: Why AI's favorite label is under dispute

Downloading a model is increasingly easy. Understanding how it was made, or changing a system at its root, is another matter

The Register AI + ML
Open source3d ago

How to integrate a reliable self-hosted open-source AI text detector in Laravel (low false positives on human text)

I need to detect AI-generated vs human-written text in a Laravel application. Most AI detectors I've tried (including SuperAnnotate's Hugging Face model) produce too many false positives: scoring clearly human-written text as 99% AI. What I've Tried: SuperAnno

AI Stack Exchange
Open source5d ago

What is the correct denominator for Attack Success Rate when the attack is search-based?

Attack Success Rate is usually reported as (successful attacks) / (attempted attacks). For a fixed attack set that is unambiguous. For a search-based attack, it is not, and I cannot find a treatment of this. If my attack is a search over instruction perturbati

AI Stack Exchange
Open source14d ago

Playco cut manual fixes 50% prototyping games with GPT-6 Astra

Using GPT-6 Astra, Playco built three themed game prototypes from one grey box foundation and reported 50% fewer manual fixes than with the previous model.

OpenAI News
Open source22d ago

Learning never stops: How AI makes learning continuous

OpenAI’s new report explores how students and educators use ChatGPT to make learning more continuous, with support that extends beyond the classroom.

OpenAI News
Open source28d ago

ModelExpress: Distributing Model Artifacts at the Speed of Light

Every byte moved has a cost. As model checkpoints grow to hundreds of gigabytes or even a terabyte, that cost adds up quickly. To make things even worse, moving...

NVIDIA Developer Blog
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