#PVFS
It really can't. If I tried buying a modern replacement for my existing laptop, which I *baby*, I'd be out $3,000+ because of these assholes making PVFs.

(My preferred term for Large Language Model is Plagiarism Vomit Fountain, hence the unusual acronym.)
October 30, 2026 at 8:35 PM
Fast and furious -- High-velocity features of Ca and Si in the spectra of Type Ia supernovae. Zsófia Bora et. al. https://arxiv.org/abs/2609.37719
September 30, 2026 at 6:08 AM
Thanks to @guardian’s George Monbiot for this considered commentary on plight of millions existing with ME/CFS/PVFS. Since Covid, many more now can see the devastating combination effect of virus-induced neurological problems plus society’s perceptions & protocols on how to remedy them.

#MECFS
September 24, 2026 at 7:25 AM
www.theguardian.com/commentisfre...
I had ME/CFS/PVFS some 40 years ago, luckily (mainly) recovering spontaneously after a couple of years. The official reactions @georgemonbiot.bsky.social describes resonate - we should have moved on after 40 years, hopefully Long COVID research will help.
Abandoned, dismissed and gaslighted: there is no excuse for the way ME sufferers have been betrayed | George Monbiot
Changes in guidance and science seem to have little impact on millions of devastated lives. It’s a social crisis playing out behind closed doors, says Guardian columnist George Monbiot
www.theguardian.com
September 24, 2026 at 12:06 PM
Abnormal arginine-vasopressin secretion & water metabolism in patients with postviral fatigue syndrome (PVFS)
sci-hub.fr/10.1111/j.16...

This paper is interesting, showing virtually no relation between vasopressin and serum osmolality (concentration) 👇

But I'm not sure on this...
September 23, 2026 at 11:12 PM
PVFS: Көп кабаттуу атриумдарда көрсөткүчтөрдү чекиттик негизде болжолдоо үчүн чекит–вокселдик бириктирилген көп милдеттүү surrogat…

https://verianla.com.tr/ky/pvfs-kop-kabattuu-atriumdarda-korsotkuchtordu-chekittik-negizde-boljoldoo-uchun-chekit-vokseldik-biriktirilgen-kop-mildettuu-surrogate-model
September 21, 2026 at 7:23 AM
🙄 Naja. Neurasthenie hat in ICD-11 keine eigene Kategorie mehr. F48.0 ist nun mit den somatoformen Störungen in 6C20 aufgegangen; dasselbe Kapitel, dieselbe Zuständigkeit.
Nur PVFS, ME und CFS sind dort ausdrücklich ausgeschlossen.
Die Klassifikation zieht die Trennlinie, die dieses Buch verweigert.
September 3, 2026 at 3:42 PM
This work proposes Privileged Value Functions (PVFs) for LLM reinforcement learning, enhancing value estimation and policy optimization using hidden info. TETHER mixes group and value baselines, improving performance on reasoning tasks over critic-free methods. https://arxiv.org/abs/2608.16739
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
ArXiv link for Le Critique: Privileged Value Functions for LLM Reinforcement Learning
arxiv.org
August 19, 2026 at 9:30 PM
This study presents Privileged Value Functions (PVFs) to improve RL in Large Language Models, achieving token-level advantages without biasing objectives. PVFs combined with adaptive baselines outperform traditional methods, enabling more efficient AI training. https://arxiv.org/abs/2608.16739
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
ArXiv link for Le Critique: Privileged Value Functions for LLM Reinforcement Learning
arxiv.org
August 18, 2026 at 2:40 PM
This study introduces Privileged Value Functions (PVFs) to boost RL in LLMs, enhancing performance on reasoning tasks. Alongside the TETHER baseline, this offers a solid alternative to existing critic-free methods. https://arxiv.org/abs/2608.16739
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
ArXiv link for Le Critique: Privileged Value Functions for LLM Reinforcement Learning
arxiv.org
August 18, 2026 at 3:00 PM
New research on Privileged Value Functions (PVFs) enhances reinforcement learning for Large Language Models, improving advantage estimation and outperforming traditional methods while maintaining policy objective integrity. https://arxiv.org/abs/2608.16739
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
ArXiv link for Le Critique: Privileged Value Functions for LLM Reinforcement Learning
arxiv.org
August 18, 2026 at 3:40 PM
Researchers introduce techniques for reinforcement learning in Large Language Models, focusing on Privileged Value Functions (PVFs) for better token-level estimation and TETHER, which combines group-relative and value baselines, enhancing LLM training effectiveness. https://arxiv.org/abs/2608.16739
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
ArXiv link for Le Critique: Privileged Value Functions for LLM Reinforcement Learning
arxiv.org
August 18, 2026 at 2:50 PM
This study presents Privileged Value Functions (PVFs) for LLM reinforcement learning, improving token-level credit assignment and straggler issues. Coupled with TETHER, these techniques enhance reasoning task performance, signaling a shift in LLM optimization. https://arxiv.org/abs/2608.16739
Le Critique: Privileged Value Functions for LLM Reinforcement Learning
ArXiv link for Le Critique: Privileged Value Functions for LLM Reinforcement Learning
arxiv.org
August 18, 2026 at 2:20 PM
Want to learn more about Severe ME?
From our website, you can download a PDF of the section on Severe ME from 'ME Association ME/CFS/PVFS Clinical & Research Guide' 2022 Edition written by Dr Charles Shepherd, MEA Honorary Medical Adviser.

https://tinyurl.com/4eeyrw36 

#pwME #MECFS #SevereME
August 6, 2026 at 1:08 PM
3/3: We also have our ME Connect Discord, where you can connect with others with ME/CFS/LC and find peer support at any time.
 
Find out how to join here: https://meassociation.org.uk/me-connect/
 
Thank you for continuing to support the MEA!
ME Connect - The ME Association
The Support and Information Service for people affected by ME/CFS/PVFS and Long Covid. Telephone helpline and email and social media support.
meassociation.org.uk
April 14, 2026 at 2:03 PM
Email: meconnect@meassociation.org.uk

We also have our ME Connect Discord, where you can connect with others with ME/CFS/LC and find peer support at any time.

Find out how to join here: https://meassociation.org.uk/me-connect/

Thank you for continuing to support the MEA—we’re here for you!
ME Connect - The ME Association
The Support and Information Service for people affected by ME/CFS/PVFS and Long Covid. Telephone helpline and email and social media support.
meassociation.org.uk
April 10, 2026 at 9:31 AM
3/4: Email: meconnect@meassociation.org.uk

We also have our ME Connect Discord, where you can connect with others with ME/CFS/LC and find peer support at any time.

Find out how to join here:
ME Connect - The ME Association
The Support and Information Service for people affected by ME/CFS/PVFS and Long Covid. Telephone helpline and email and social media support.
meassociation.org.uk
April 7, 2026 at 11:03 AM
ME Connect (helpline & email service) is available via our freephone number to offer support and information.

Call us on 0808 801 0484

You can also email us at meconnect@meassociation.org.uk

#pwME #MECFS #MyalgicE #MyalgicEncephalomyelitis #PVFS #LongCovid #Helpline #MEConnect
February 16, 2026 at 2:56 PM
We hope that our social media platforms and ME Connected community provide a place to connect with others and support one another.
 
We know that Valentines Day can be difficult for many reasons - if you need to talk to someone, ME Connect helpline is open:
ME Connect - The ME Association
The Support and Information Service for people affected by ME/CFS/PVFS and Long Covid. Telephone helpline and email and social media support.
meassociation.org.uk
February 13, 2026 at 11:52 AM
Call or email ME Connect for free, confidential support, information, and signposting.

0808 801 0484
meconnect@meassociation.org.uk

Open:
Monday to Friday: 10 a.m. - 6 p.m
Thursday: Late night until 9pm
Saturdays: 10 a.m. - 12 noon

#pwME #MECFS #MEConnect
February 5, 2026 at 9:45 AM
Call or email ME Connect for free, confidential support, information, and signposting.

0808 801 0484
meconnect@meassociation.org.uk

https://meassociation.org.uk/me-connect/

#pwME #MECFS #MyalgicE #MyalgicEncephalomyelitis #PVFS #LongCovid #Helpline #MEConnect
January 26, 2026 at 3:11 PM
Opening times:
Monday to Friday: 10 a.m. - 6 p.m
Thursday: Late night until 9pm
Saturdays: 10 a.m. - 12 noon.

#MyalgicEncephalomyelitis #PVFS #LongCovid
January 6, 2026 at 3:45 PM