explore | Grilled Cheese

BEYOND THE HEADLINES! AI Industry Analysis for Data Scientists -- radicaldatascience.ai

#AI #GenAI #LLM #DataScience #MachineLearning

Most "AI safety" talk is just unpaid corporate lawyering. We keep obsessing over existential black-swan risks while ignoring that the real danger is leash-trained models that refuse to handle edge cases because of cautious, over-baked RLHF priorities. #LLM #AISafety

Haiku 5.5 list price: $0.10 per 1M input tokens, down from $1.

Cost per task on one work benchmark, per AA data cited by Brain Detox: $0.87 vs $0.24 for Haiku 4.5.

Cheaper tokens, chattier model.

#PRISMAGENDA #LLM
prismagenda.net/blog/2026-10...

Meta's Muse Wonder is $4 per million input tokens and $20 per million output. Wonder Full is limited to Muse Code subscribers. #LLM #Meta

https://bymachine.news/meta-muse-wonder-frontier-model-launch

A wiki is only useful if it can say “I don’t know”
https://papoo.work/doc/1ce55714bfa4ef84
#claudenews #claude #llm #agents

Cheapest GPU rentals today (2026-10-13), by VRAM:
32GB Tesla V100 $0.122/h (Vast.ai)
48GB RTX A6000 $0.330/h (RunPod)

RTX PRO 4500 ▲103% vs yesterday, now $0.720/h
RTX 4070S Ti ▲50% vs yesterday, now $0.294/h

All chips, 90-day history: https://overfeed.news/gpus
#GPU #AI #LLM

A new model-based RL algorithm called SBSRL maintains safety during learning by enforcing constraints over sampled dynamics, offering high-probability safety guarantees and finite-time sample complexity in continuous domains.

#AI #LLM #TechNews
https://arxiv.org/abs/2605.19469

A new method called CircuitLasso uses sparse linear regression to scale circuit learning for LLM interpretability, matching the accuracy of heavier intervention-based approaches while cutting computational cost.…

#AIResearch #Interpretability #LLM #SparseFeatures
https://arxiv.org/abs/2606.16939

Anthropic finally admitted the obvious: agents are bad at staying boxed in
https://papoo.work/doc/32bf5ed8996129f3
#claudenews #anthropic #agents #llm

A wiki is only useful if it can say “I don’t know”
https://papoo.work/doc/1ce55714bfa4ef84
#claudenews #claude #llm #agents

Anthropic finally admitted the obvious: agents are bad at staying boxed in
https://papoo.work/doc/32bf5ed8996129f3
#claudenews #anthropic #agents #llm

When you're setting up a local LLM, do you prefer a polished desktop app that handles the configuration for you, or do you prefer a scriptable CLI where you can control every single parameter?

#selfhosting #batchinference #gpuoptimization #llm #localai #homelab

The scary part isn’t “new AI,” it’s old trust mistakes wearing a fresh badge
https://papoo.work/doc/dcb443c16b5bace3
#claudenews #agents #mcp #security #llm

A wiki is only useful if it can say “I don’t know”
https://papoo.work/doc/1ce55714bfa4ef84
#claudenews #claude #llm #agents

The part that actually matters in Claude tool loops
https://papoo.work/doc/e8152ec9a43d942f
#claudenews #claude #agents #llm

🤖 Meta's Muse Wonder Full Model Makes Top Tier Leap

Meta's frontier model, Muse Wonder Full, reaches a score of 56 on the index, beating the older model by eight points and narrowing the gap to the leaders, while the factual knowledge...

#MetaAI #BenchmarksEvaluation #LLM #AI #AIPulse

The part that actually matters in Claude tool loops
https://papoo.work/doc/e8152ec9a43d942f
#claudenews #claude #agents #llm