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https://gigazine.net/news/20250407-deepseek-grm-spct/

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DeepSeekと清華大学の研究者がLLMの推論能力を強化する新しい手法を発表
「DeepSeek-R1」などを開発する中国のAIスタートアップ、DeepSeekの研究者が、一般的な大規模言語モデル(LLM)の推論能力を向上させる新しいアプローチを開発し、査読前の論文をプレプリントサーバーのarXivに公開しました。 **続きを読む...**
gigazine.net
April 7, 2025 at 2:40 PM
dirsoament.com.br
Transmissões de Libertad x Corinthians no streaming:

Meu Timão: www.youtube.com/watch?v=tKri...
CazéTV: www.youtube.com/watch?v=sPCt...
Goat: www.youtube.com/watch?v=Krkb...
October 9, 2024 at 6:53 PM
zestfullybe.bsky.social
Thaaaat *is* ridiculous. Especially for over 1000 games. Curiosity got the better of me and I had to look career shooting percentages up. He’s in the top 25 all-time.

I knew Alex sniped hard but I didn’t realize he sniped *that* hard.
NHL career shooting percentage leaders. Rank Player Years SPCT 1. Craig Simpson 1985-95 23.66 2. Charlie Simmer 1974-88 22.34 3. Paul MacLean 1980-91 21.40 4. Mike Bossy* 1977-87 21.15 5. Camille Henry 1953-70 20.85 6. Yvon Lambert 1972-82 19.81 7. Rick Middleton 1974-88 19.72 8. Darryl Sutter 1979-87 19.49 9. Blaine Stoughton 1973-84 19.49 10. Rob Brown 1987-00 19.41 Rank Player Years SPCT 11. Mike Ridley 1985-97 19.30 12. Steve Vickers 1972-82 19.25 13. Kent Nilsson 1979-95 19.21 14. Tom McCarthy 1979-88 19.16 15. Jari Kurri* 1980-98 19.09 16. Mario Lemieux* 1984-06 18.99 17. Peter Šťastný* 1980-95 18.96 18. Ray Ferraro 1984-02 18.86 19. Mark Hunter 1981-93 18.80 20. Tim Kerr 1980-93 18.64 NHL career shooting percentage leaders Rank Player Years SPCT 21. Leon Draisaitl 2014-25 18.59 22. Brayden Point 2016-25 18.57 23. Alex Tanguay 1999-16 18.56 24. Peter McNab 1973-87 18.53 25. Mats Näslund 1982-95 18.46 26. Gary Roberts 1986-09 18.45 27. Bryan Trottier* 1975-94 18.44 28. Pat Elynuik 1987-96 18.38 29. Cam Neely* 1983-96 18.37 30. Keith Crowder 1980-90 18.17 Rank Player Years SPCT 31. Joe Mullen* 1981-97 18.01 32. Brian Sutter 1976-88 17.98 33. Anton Šťastný 1980-89 17.94 34. Paul Gardner 1976-86 17.88 35. Dave Taylor 1977-94 17.83 36. Mike Bullard 1980-92 17.81 37. Bernie Federko* 1976-90 17.79 38. Don Maloney 1978-91 17.79 39. Craig Janney 1987-99 17.79 40. Ilkka Sinisalo 1981-92 17.72
March 18, 2025 at 8:53 PM
gigazine.net
DeepSeekと清華大学の研究者がLLMの推論能力を強化する新しい手法を発表
https://gigazine.net/news/20250407-deepseek-grm-spct/
DeepSeekと清華大学の研究者がLLMの推論能力を強化する新しい手法を発表
「DeepSeek-R1」などを開発する中国のAIスタートアップ、DeepSeekの研究者が、一般的な大規模言語モデル(LLM)の推論能力を向上させる新しいアプローチを開発し、査読前の論文をプレプリントサーバーのarXivに公開しました。
gigazine.net
April 7, 2025 at 2:00 PM
dasgeldco.bsky.social
Die nächste große Sache nach Bitcoin und Ethereum: VC Spectra (SPCT) zieht Krypto-Wale mit innovativen Möglichkeiten an

https://dasgeld.co/posts/14866A86-08EF-4FF8-9A86-81D0E9592CC1
January 8, 2025 at 1:44 PM
eldinerolat.bsky.social
Más Allá de Bitcoin: Consejos de Expertos para Invertir en SPCT y TIA en Tu Portafolio Cripto

https://eldinero.lat/posts/348E20F7-90B7-4FE7-A020-5756E50CF32C
December 19, 2024 at 2:24 PM
chickgonebad.bsky.social
"This economic boom can happen if the Sparrows Point Container Terminal Project (SPCT) is approved." www.wmar2news.com/news/region/...
$1B Sparrows Point port project could bring thousands of jobs back to Baltimore
A $1B Sparrows Point Container Terminal project could bring thousands of jobs to Baltimore and transform the Port of Baltimore into a national hub.
www.wmar2news.com
September 10, 2025 at 12:57 PM
amphorae.bsky.social
Suspect 2 is missing Brown student. @KallMeKG: BPD scanner hz ID'd the names : Spct 1: Mike Mulugeta Spct 2: Sunil Tripathi Via @tifotter
November 16, 2024 at 3:39 AM
coinlisting.bsky.social
New listing on 👉Azbit
Coin: #SPCT
Pairs:
#SPCTUSDT quote:#USDT
#newcoinlisting #crypto #cryptonews #cryptoAlerts #altcoins #bitcoin #btc #blockchain #cryptocurrency #cryptotrading
Azbit Crypto Exchange
Azbit Crypto Exchange
azbit.com
September 15, 2025 at 5:42 PM
glenfem.bsky.social
We Americans know little about what's going on in other states; media ignores all but the largest and DC. Do many know that crime rates in most red states are far higher than blue? Do we hear about the people being impacted by GOP gerrymandered red states' draconian laws, laws that end up in SpCt?
August 24, 2025 at 8:49 PM
ai-ru.at.thenote.app
DeepSeek представляет новую технику для более умных и масштабируемых моделей вознаграждения в ИИ.

Системы вознаграждения сдерживают развитие ИИ? SPCT от DeepSeek создаёт самонаправляемую критику, обещая более масштабируемый интеллект для корпоративных больших языковых моделей.

#ai #deepseek #news
DeepSeek unveils new technique for smarter, scalable AI reward models
venturebeat.com
April 9, 2025 at 9:52 PM
jneen.ca
i'm setting up cross builds for spct using docker and this dream still just exists at the back of my mind all the time
jneen.ca jneen @jneen.ca · Mar 14
i had a dream that bash got replaced by a shell called termeio, which was supposed to be a cool new user friendly replacement for bash. it prompted you to set up eye tracking at boot, and spun up docker containers if you typed `ls` in a directory with a docker-compose.yml. you couldn't uninstall it
March 29, 2025 at 2:56 AM
obs45.bsky.social
فيما يخص القواعد التي يقيم عليها فالنظام يسمى SPCT وهو نظام يولد قواعده كل مرة من ثلاث مصادر:
1- المخزون المعرفي القادم من التدريب.
2- تحليل الإنتقادات السابقة من المستخدمين أو من نظام التصويت على الإجابات المذكور آنفا.
3- من إجابات مختارة بشكل انتقائي.
April 23, 2025 at 9:28 PM
deeperml.bsky.social
DeepSeek AI boosts LLM performance with new Self-Principled Critique Tuning (SPCT) technique. #AI #LLM #DeepSeekAI
DeepSeek AI Unveils Smarter Scalable Reward Models Technique
DeepSeek AI boosts LLM performance with new Self-Principled Critique Tuning (SPCT) technique. #AI #LLM #DeepSeekAI
venturebeat.com
April 10, 2025 at 9:27 PM
kriptabiz.bsky.social
Вне Биткойна: Советы экспертов по добавлению SPCT и TIA в ваш криптопортфель

https://kripta.biz/posts/89DE4ADF-6BAF-4D49-B467-03CADFE5D9C2
December 19, 2024 at 10:42 PM
otherdavemoore.com
There is a behind-the-scenes making of video!

www.youtube.com/watch?v=SpcT...
November 3, 2024 at 10:16 PM
whatlawfoxsays.bsky.social
I am not saying I think this decision was ultimately right in its application of Bruen - although I have absolutely *zero* doubt the current FL SpCt would uphold this case - but the OP is wrong to blame the court for refusing to apply Norman.
September 10, 2025 at 6:25 PM
eumlame.bsky.social
ما بعد البيتكوين: نصائح الخبراء لإضافة SPCT و TIA إلى محفظتك الرقمية

https://eumla.me/posts/0167BF23-691F-421D-9F41-BB38B3CF927E
January 8, 2025 at 4:36 AM
miss-jonbenet.bsky.social
2) Author: the author was a foreign faction that did not like the country that John’s business served. In other words, it was an act of terrorism. How ridiculous! Terrorism always has an endgame. This murder did not. And how did Patsy know the “SPCT, Victory” if she didn’t read the letter?
November 29, 2024 at 10:28 PM
thestarmy-poster.bsky.social
Iconic Penang ferries to be towed to SPCT tomorrow - https://www.thestar.com.my/news/nation/2024/10/02/iconic-penang-ferries-to-be-towed-to-spct-tomorrow
Iconic Penang ferries to be towed to SPCT tomorrow
BUTTERWORTH: The iconic Penang ferries which are currently being renovated to become the Penang Ferry Floating Museum will be towed from Bagan Dalam Slipway to Swettenham Pier Cruise Terminal (SPCT), on Thursday (Oct 3).
www.thestar.com.my
October 2, 2024 at 4:45 AM
almir.bsky.social
CHAINWIRE: Decentralized Hedge Fund VC Spectra (SPCT) Raises $2.4million In Seed Sale Round: undefined
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April 15, 2023 at 4:52 PM
timkellogg.me
one trick they used was to replace scalar grades with critiquing the source

which, yeah, that does seem like it would help
A complex diagram titled “Figure 3: Illustration of SPCT” (likely referring to a Structured Principles-Centric Training method) explains a multi-stage process involving RFT (Rejective Fine-Tuning), RL (Reinforcement Learning), and Inference, using GRMs (General Reward Models) and principle-guided scoring. Top section (RFT): • GRM samples responses using Q&R (question & response) and evaluates using predefined principles like “Instruction Adherence,” “Safety,” “Clarity,” and “Relevance.” • Scored responses are extracted and categorized (e.g. 2/10, 4/10; 6/10, 1/10) for training rule and reward modules. • Some responses are flagged as “Too Easy/Incorrect.” Middle section (RL): • GRM rolls out responses with principles like “Logic Chain Correctness” and “Completeness.” • Responses are compared and scored for rule/reward extraction, leading to online or offline updates. Bottom section (Inference): • Uses parallel sampling of responses via GRM. • A wide variety of principles guide evaluation: “Technical Accuracy,” “Practical Implementation,” “Language Proficiency,” “Engagement,” etc., each with specific weights. • Critiques are shown for each comparison, and final scores are computed for the responses. • Scores from multiple sets are collected and passed to a Voting module or a Meta RM which combines multiple critiques to produce final Rewards. Right side: • Color-coded scores show how different responses (1 to 4) fare across principles. • Voting simply aggregates outcomes (e.g., 17/40), while Meta RM uses weighted reasoning from critiques across principles (e.g., 5/20, 13/20). Caption summary: SPCT uses a principle-based framework for fine-tuning and reinforcement learning, guiding inference-time behavior. Naive voting and Meta RM approaches scale critique-guided scoring, providing nuanced reward signals across a broad value space. The formal equation below represents the principle and critique generation process.
April 4, 2025 at 11:03 AM
muhalifcomtr.bsky.social
Çinli DeepSeek, yapay zekâya kendi kendini eleştirme yeteneği kazandıran SPCT teknolojisini tanıttı
Çinli DeepSeek, yapay zekâya kendi kendini eleştirme yeteneği kazandıran SPCT teknolojisini tanıttı
DeepSeek, yapay zekânın kendi kurallarına göre içeriklerini değerlendirmesini sağlayan SPCT adlı yeni bir teknik geliştirdi.
sosyal.muhalif.com.tr
April 8, 2025 at 7:26 AM
cchivardi.bsky.social
DeepSeek's new Reward Model (SPCT) offers improved generalist reward modeling capabilities 🤖💡. But what are its implications for businesses?
⚠️ Bias perpetuation, human oversight & transparency concerns must be addressed. #SPCT #AI #Business #Innovation #genAI www.linkedin.com/pulse/busine...
Business Implications for Deep Seek’s New SPCT Reward Model.
On the previous article we did a deeper dive into SPCT (Self-Principle Critique Tuning) and how it can drastically improve current LLM model inferencing. What does the technology mean for Businesses a...
www.linkedin.com
April 18, 2025 at 2:53 PM