Artificial Intelligence thread

Wrought

Captain
Registered Member
It's notable that DeepSeek implemented the kernel using TileLang instead of CUDA. They also implemented the DeepSeek Sparse Attention in Deepseek-3.2 using TileLang.

It seems the "moat" for CUDA isn't as big as $NVDA boosters on social media portend.


View attachment 167399

It is notable, and was noted some months ago. For example:

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Wrought

Captain
Registered Member
Initial results detecting early-stage pancreatic cancer are quite promising.

The tool has since analyzed more than 180,000 abdominal or chest CTs, helping doctors detect about two dozen cases of pancreatic cancer, 14 of which were in the early stage, Dr. Zhu said. The tool found 20 cases of intraductal adenocarcinoma,
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type of pancreatic cancer. (Mr. Qiu had a neuroendocrine tumor, which is a rarer and less aggressive cancer.) All of those patients had come to the hospital with complaints like bloating or nausea and had not initially seen a pancreatic specialist, Dr. Zhu said. Several of their CT scans had raised no alarms until they were flagged by the A.I. tool. “I think you can 100 percent say A.I. saved their lives,” he said.

When the tool was subsequently tested on more than 20,000 noncontrast CTs, it correctly identified 93 percent of people who had pancreatic lesions, according to a study
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in 2023. “The effectiveness actually surprised us,” Mr. Zhang said.

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GulfLander

Brigadier
Registered Member
Artificial intelligence begins prescribing medications in Utah
Pilot program will test how far patients and regulators are willing to trust AI in medicine.
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...

Cops Forced to Explain Why AI Generated Police Report Claimed Officer Transformed Into Frog
"That’s when we learned the importance of correcting these AI-generated reports."
The results have been predictably dismal. In one particularly glaring — and unintentionally comedic — instance, the police department in Heber City, Utah, was forced to explain why a police report software declared that an officer had somehow shapeshifted into a frog.
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...
(Profile say, Principal engr from google)
 
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GOODTREE

Junior Member
Registered Member

China aims for secure, reliable supply of AI core tech by 2027​

Source: Xinhua
Editor: huaxia
2026-01-07 23:18:18

20260107f5491a84659d462a95032d8afc31ecd9_XxjwshE000093_20260107_CBMFN0A001.JPG


People visit an exhibition hall during the 2025 China 5G + Industrial Internet Conference in Wuhan, central China's Hubei Province, Nov. 21, 2025. (Xinhua/Du Zixuan)


BEIJING, Jan. 7 (Xinhua) -- China aims to achieve secure and reliable supply of key core artificial intelligence (AI) technologies by 2027, with its industrial scale and empowerment level remaining among the world's forefront, according to a recent government action plan.

The plan, jointly issued by eight departments including the Ministry of Industry and Information Technology, the Cyberspace Administration of China, and the National Development and Reform Commission, outlines an ambitious push to deeply integrate AI with the manufacturing sector, foster new quality productive forces and comprehensively empower new industrialization.

By 2027, the plan targets the deep application of three to five general-purpose large AI models in manufacturing, the development of specialized, full-coverage industry-specific large models, the creation of 100 high-quality industrial datasets, and the promotion of 500 typical application scenarios.

It also aims to cultivate two to three globally influential ecosystem-leading enterprises, a batch of specialized and sophisticated small and medium-sized enterprises, and a group of enabling service providers proficient in both AI technology and industry know-how.
Furthermore, China plans to build a world-leading open-source ecosystem, enhance security governance capabilities, and contribute Chinese solutions to global AI development.

The document outlines measures including promoting the coordinated development of AI chips' hardware and software, supporting innovations in model training and inference methods, fostering key industry-specific large models, and deeply embedding large model technology into core production processes.

The plan also emphasizes making breakthroughs in key technologies such as security protection for industrial model algorithms and training data protection.

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For more details, see:
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