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@arXiv_csCV_bot@mastoxiv.page
2025-09-19 10:28:01

MedFact-R1: Towards Factual Medical Reasoning via Pseudo-Label Augmentation
Gengliang Li, Rongyu Chen, Bin Li, Linlin Yang, Guodong Ding
arxiv.org/abs/2509.15154

MedFact-R1: Towards Factual Medical Reasoning via Pseudo-Label Augmentation
Ensuring factual consistency and reliable reasoning remains a critical challenge for medical vision-language models. We introduce MEDFACT-R1, a two-stage framework that integrates external knowledge grounding with reinforcement learning to improve the factual medical reasoning. The first stage uses pseudo-label supervised fine-tuning (SFT) to incorporate external factual expertise; while the second stage applies Group Relative Policy Optimization (GRPO) with four tailored factual reward signals…

@stevefoerster@social.fossdle.org
2025-10-21 03:36:01

It's always the ones you most expect.
#uspol

@XavizardKnight@mastodont.cat
2025-09-21 11:47:27

#FestaAlCel3Cat Estaria bé que els comentaristes es callessin quan els avions estan actuant perquè es pogués sentir millor el so de suns motors i reactors.
L'#EurofighterTyphoon i l'#F18Hornet

@Techmeme@techhub.social
2025-11-20 15:55:47

Stuut, which connects to CRM and other systems to automate management of accounts receivable, raised a $29.5M Series A led by a16z (Charlie Fink/Forbes)
forbes.com/sites/charliefink/2

Stuut Raises $29.5 Million From Andreessen To To Fix Corporate Finance’s Most Thankless Job
Here are 170 characters, clean, neutral, and factual, no banned language: Stuut raises 28 million from Andreessen Horowitz to automate the tedious accounts receivable work that slows corporate cash flow, targeting overdue balances and manual tasks.

@fanf@mendeddrum.org
2025-10-17 14:42:01

from my link log —
The maturing of QUIC.
fastly.com/blog/maturing-of-qu
saved 2019-11-14 dotat.at/:/CW74X.htm…

The Maturing of QUIC | Fastly
QUIC, the new internet transport protocol set to replace TCP, was comprehensively built by tech industry leaders over nearly seven years. Go behind the scenes to see how QUIC evolved from a lofty experiment to a standard set to modernize the internet.

@lightweight@social.fossdle.org
2025-09-20 07:47:16

@… @… but I'm nonetheless honoured that you thought I might know!

@kexpmusicbot@mastodonapp.uk
2025-11-20 17:46:08

🇺🇦 #NowPlaying on KEXP's #MorningShow
The Police:
🎵 Synchronicity II
#ThePolice
theboojays.bandcamp.com/track/
open.spotify.com/track/5ynO8cY

@stevefoerster@social.fossdle.org
2025-10-17 21:16:59

#uspol

Cartoon depicting "Kristi Noem's All New TSA Checkpoint" with a TSA agent asking travelers, "Identification...destination... political affiliation..."
@stevefoerster@social.fossdle.org
2025-11-21 16:10:16

Border Patrol and other federal law enforcement agencies are conducting a massive surveillance network monitoring the actions of millions of Americans.
These agencies are not protecting Americans from threats. They are the threat.
apnews.co…

Border Patrol monitors US drivers and detains Americans for ‘suspicious’ travel
The U.S. Border Patrol is monitoring millions of American drivers nationwide in a secretive program to identify and detain people whose travel patterns it deems suspicious. The Associated Press has found that the predictive intelligence program has resulted in people being stopped, searched, and in some cases arrested. A network of cameras scans and records vehicle license plate information, and an algorithm flags vehicles deemed suspicious based on where they came from, where they were going, …

@stevefoerster@social.fossdle.org
2025-08-22 02:13:45

I just belatedly saw this poignant essay that my friend Atul Singh wrote in May about his emotional experience moving country, and thought it deserved to be much more widely read.
fairobserver.com/fowednesday/t

The Pain of Leaving Your Parents Behind
Immigration involves both promise and peril, but the pain of leaving your parents behind is a common experience that never entirely goes away.