Tootfinder

"Revolutionary Technology Uses Fungi to Decompose Diapers in Months, Not Centuries"
#Compost #Fungi
https://

Revolutionary Technology Uses Fungi to Decompose Diapers in Months, Not Centuries | Happy Eco News
Texas startup Hiro Technologies uses fungi to decompose diapers in nine months versus centuries for traditional disposables. Their MycoDigestible Diapers include fungi packets that parents add before disposal. While promising for reducing landfill waste and methane emissions, the $35 weekly cost and safety questions remain significant adoption barriers.

Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks
Het Patel, Muzammil Allie, Qian Zhang, Jia Chen, Evangelos E. Papalexakis
https://arxiv.org/abs/2509.16163 …

Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks
Vision language models (VLMs) excel in multimodal understanding but are prone to adversarial attacks. Existing defenses often demand costly retraining or significant architecture changes. We introduce a lightweight defense using tensor decomposition suitable for any pre-trained VLM, requiring no retraining. By decomposing and reconstructing vision encoder representations, it filters adversarial noise while preserving meaning. Experiments with CLIP on COCO and Flickr30K show improved robustness.…

🤬 EPA’s move to greenlight controversial dicamba herbicide sparks outrage
#pollution

EPA's move to greenlight controversial dicamba herbicide sparks outrage
By Carey Gillam In the latest reversal of American environmental protections, US regulators said this week that they plan to approve a trio of new herbicide products made with dicamba, a controversial chemical that has wreaked havoc across farm country and sparked years of litigation, and twice drawn court-ordered bans.

Oliver on Kimmel.
Must-see!
#DisneyPlus #authoritarianism #FCC

Es ist gut, dass wieder einmal eine rssische Desinformationskampagne und der hybriden Kriegsführung aufgedeckt und belegt wird.
Die Frage ist aber: Was folgt daraus? Was tun die Staaten, was die EU?
Die schlappen Reaktionen werden Darth #Putin nur weiter stimulieren. Es scheint zum Spiel in der russischen Führung geworden zu sein, auszuprobieren, wie man die EU ärgern und provozieren kann, oh…

Russische Propaganda: Wie Russland Desinformation zu Drohnenflügen über Polen streute
Im September drangen russische Drohnen in Polens Luftraum ein. Nun zeigt ein Bericht: Russland versuchte, die Berichterstattung darüber zu beeinflussen.

Real Footage Combined With a AI Slop About DC Is Creating a Disinformation Mess on TikTok https://www.404media.co/real-footage-combined-with-a-ai-slop-about-dc-is-creating-a-disinformation-mess-on-tiktok/

Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
Fangyi Yu, Nabeel Seedat, Dasha Herrmannova, Frank Schilder, Jonathan Richard Schwarz
https://arxiv.org/abs/2509.16093

Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
Evaluating long-form answers in high-stakes domains such as law or medicine remains a fundamental challenge. Standard metrics like BLEU and ROUGE fail to capture semantic correctness, and current LLM-based evaluators often reduce nuanced aspects of answer quality into a single undifferentiated score. We introduce DeCE, a decomposed LLM evaluation framework that separates precision (factual accuracy and relevance) and recall (coverage of required concepts), using instance-specific criteria autom…

It's getting to the point where the only news sources we can trust are The Daily Show and South Park...
https://www.politico.com/news/2025/08/17/russia-us-news-media-disinformation-campaign-00512173

Personalized Federated Learning with Heat-Kernel Enhanced Tensorized Multi-View Clustering
Kristina P. Sinaga
https://arxiv.org/abs/2509.16101 https://arxi…

Personalized Federated Learning with Heat-Kernel Enhanced Tensorized Multi-View Clustering
We present a robust personalized federated learning framework that leverages heat-kernel enhanced tensorized multi-view fuzzy c-means clustering with advanced tensor decomposition techniques. Our approach integrates heat-kernel coefficients adapted from quantum field theory with Tucker decomposition and canonical polyadic decomposition (CANDECOMP/PARAFAC) to transform conventional distance metrics and efficiently represent high-dimensional multi-view structures. The framework employs matriculat…

Hit them where it hurts.
#DisneyPlus #JimmyKimmel