Tootfinder

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Ken Nordine:
🎵 Flesh
#KenNordine
https://open.spotify.com/track/56VnMlFqJPgTpkkKa9rGpy

🇺🇦 #NowPlaying on #BBC6Music's #GuyGarveysFinestHour
Sam & Dave:
🎵 May I Baby
#Sam #Dave
https://vinylloops1.bandcamp.com/track/sam-and-dave-may-i-baby
https://open.spotify.com/track/2IjCKj1femmJfGcNKhI4fK

🇺🇦 #NowPlaying on KEXP's #VarietyMix
OutKast:
🎵 Aquemini
#OutKast
https://areyoulost.bandcamp.com/album/outkast-aquemini-screwed
https://open.spotify.com/track/4V3N5LvUOh3yDPP16cwAhE

COMPASS: A Multi-Turn Benchmark for Tool-Mediated Planning & Preference Optimization
Tian Qin, Felix Bai, Ting-Yao Hu, Raviteja Vemulapalli, Hema Swetha Koppula, Zhiyang Xu, Bowen Jin, Mert Cemri, Jiarui Lu, Zirui Wang, Meng Cao
https://arxiv.org/abs/2510.07043

COMPASS: A Multi-Turn Benchmark for Tool-Mediated Planning & Preference Optimization
Real-world large language model (LLM) agents must master strategic tool use and user preference optimization through multi-turn interactions to assist users with complex planning tasks. We introduce COMPASS (Constrained Optimization through Multi-turn Planning and Strategic Solutions), a benchmark that evaluates agents on realistic travel-planning scenarios. We cast travel planning as a constrained preference optimization problem, where agents must satisfy hard constraints while simultaneously …

Meet Me @ The Altar: Straight Up (Needy) [OFFICIAL VISUALIZER]
#music

Przyszły ogniwa! Właśnie odebraliśmy u znajomych - 8 sztuk.

Już mam wszystkie komponenty - bms, nowego mutiplusa 24v, oriony 12v->24v, i mini step down do 12v na oświetlenie.

Zostały tylko pozbierać jakieś bzdury, końcówki do przewodów i można przekładać elektrownie w kamperze!

#vanlife

Das #Leckerli zum Probieren:
Auf der Basis eines stabilen Mürbeteigbodens wird dieser Rhabarber-Schmandkuchen gebacken. Er stabilisiert die cremige Decke nach dem Auskühlen. Die Kombination von #Rhabarber und

Rhabarber-Schmandkuchen
Dieser Kuchen hat Ähnlichkeit mit meinem Apfelmuskuchen. Man sollte beide Kuchen über Nacht auskühlen lassen, damit die Decke fest wird.Rhabarber nehme ich nur in der Saison. Außerhalb der Rhabarbererntezeit nehme...

🇺🇦 #NowPlaying on #BBC6Music's #GuyGarveysFinestHour
Sam & Dave:
🎵 May I Baby
#Sam #Dave
https://vinylloops1.bandcamp.com/track/sam-and-dave-may-i-baby
https://open.spotify.com/track/2IjCKj1femmJfGcNKhI4fK

Learning to Reason for Hallucination Span Detection
Hsuan Su, Ting-Yao Hu, Hema Swetha Koppula, Kundan Krishna, Hadi Pouransari, Cheng-Yu Hsieh, Cem Koc, Joseph Yitan Cheng, Oncel Tuzel, Raviteja Vemulapalli
https://arxiv.org/abs/2510.02173

Learning to Reason for Hallucination Span Detection
Large language models (LLMs) often generate hallucinations -- unsupported content that undermines reliability. While most prior works frame hallucination detection as a binary task, many real-world applications require identifying hallucinated spans, which is a multi-step decision making process. This naturally raises the question of whether explicit reasoning can help the complex task of detecting hallucination spans. To answer this question, we first evaluate pretrained models with and withou…

🇺🇦 #NowPlaying on KEXP's #VarietyMix
Tei Shi:
🎵 Drop Dead
#TeiShi
https://open.spotify.com/track/0v8MiaILFZkPys0CoDO5Sv