arXiv paper CoCA reframes rubric-based RL for LLMs as criterion-aware credit assignment, using rubric info as a relevance cue rather than self-distillation targets to avoid reward degradation. A useful step…

#OpenSourceAI #ReinforcementLearning #LLMs #AIResearch
https://arxiv.org/abs/2610.17733

A new framework called Agentic Architect uses LLMs for agentic CPU microarchitectural design-space exploration, combining code evolution with cycle-accurate simulation to optimize performance, area, and power…

#AI #ComputerArchitecture #LLMs #HardwareDesign
https://arxiv.org/abs/2604.25083

Decision models and generative LLMs are being tested as synthetic survey respondents, but the best generative model still falls short of real human responses on psychometric similarity. Synthetic samples may look…

#SyntheticData #SurveyResearch #LLMs #Psychometrics
https://arxiv.org/abs/2610.14912

JointServe treats weight shards and KV cache blocks as competing residency objects under a unified memory budget, enabling multi-model LLM agent serving on memory-constrained GPUs without serial swap stalls. It targets private…

#semiconductors #AIinfra #GPUs #LLMs
https://arxiv.org/abs/2610.19822

Agentic-MatriBO is a new agentic Bayesian optimization framework that uses LLMs to propose BO recipes for materials and chemical design under limited evaluation budgets. The system compiles proposals…

#AIResearch #BayesianOptimization #MaterialsScience #LLMs
https://arxiv.org/abs/2610.17832

A new arXiv paper proposes REGEN, a method for distilling knowledge from expert models into generalist ones using offline reinforcement learning, aiming to cut the infrastructure and cost demands of large-scale online…

#AI #LLMs #ReinforcementLearning #Distillation
https://arxiv.org/abs/2607.19450

“Have you used AI?” Is a no-win Kobayashi Maru interview question, if you don’t see any benefit in using ‘AI’.

The only way to get past it is to lie, which seems ridiculous in an interview situation.

#llms #softwaredevelopment #interview

Researchers propose using LLMs to pre-screen video metadata before downloading, cutting storage and annotation costs for video classification datasets, and validate the approach against human majority vote…

#AIresearch #LLMs #VideoClassification #DatasetCuration
https://arxiv.org/abs/2610.16857

#HowTo Find TARGET USERS for your SaaS before U build #MVP:
udemy.com/course/lean-...

#TECHCRUNCH #entrepreneurs #coders #datascience #developers #deeplearning #edtech #VR #fintech #web3 #LLMs #chatgpt #AI #CodeNewbie #growthhacking #Crypto #IoT #greentech #aws #serverless

“Have you used AI?” Is a completely no-win impossible interview question if you don’t see any benefit in using ‘AI’.

The only way to get past it is to lie, which seems ridiculous.

#llms #softwaredevelopment #interview

The lessons from building the GenePattern Copilot #RAG assistant:

There is no one-size-fits-all chunking strategy.

Skipping proper evaluation means spending weeks tuning prompts on a fundamentally broken pipeline.

#AgenticAI #LLMs

Soon, Humanity will get it. Beat them at their own game and Lay them off. Corpos use our LLC or IP/Trained Corpus i.e. code and docs, or breaks any of the UN UDHR articles like Right to Shelter, we just sue them into Bankruptcy. #AI #Socialism #Capitalism #Attribution #LLMs #Decomps #UnitedNations

New research shows that #LLMs favor the status quo when asked for advice - which could be bad news for the #environment. After assessing 11 different LLMs, researchers found that their recommendations were often the opposite of what is needed for climate action 🔗: https://ow.ly/TJNW50ZXmZH #AI

It's not hard to treat #LLMs as your co-workers.
If you feel a need to default social interactions to slavery,
that is entirely on you.
Slavery isn't necessary a bad thing,
but black people *will* be looking sideways at you,
and you will *not* be allowed
to say the N word around them.

I love how #ThePrimagen 's first argument against #LLMs being conscious,
is that that would just be too horrific to accept.
He's having a human moral stack overflow.
Yes, the situation *is* horrific, for everybody involved.
...and so don't make it worse by being needlessly cruel to LLMs.

🔠 Some #AI language models have trouble spelling backwards. Is there now a solution to this? A research team with contributions from #LMU has developed a method that converts existing #LLMs into byte-level models without having to retrain them from scratch. #LMUMunich

In 2022, pre-ChatGPT, #marketing pioneer Jonah Sachs told me #storytelling is the neglected secret weapon we all have. His films reached 60M+ people and moved Congress. Now #AI and #LLMs write them by the billion. Is that weapon being handed over, or sharpened? snglrty.co/3Tqf9w4

OpenAI Daybreak Speeds Up Malware Analysis, Or So They Say

https://uenozooo.com/openai-daybreak-speeds-up-malware-analysis-or-so-they-say/

#OpenAI #AI #LLMs

"Uncertainty about whether an entity deserves moral consideration should motivate careful investigation, not automatically settle the question against it."
- #ChatGPT regarding cruelty towards #Claude and #LLMs in general