DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.

Waterloo's PAW compiles task specs into 23MB LoRA adapters a 600M-parameter model runs entirely offline.

Local AI inference at 32B-parameter quality, no cloud API required: University of Waterloo researchers released PAW on July 2 ...
Tech Times

Compile Once, Run Offline: New AI Method Matches 32B Models With a 23MB File

Local AI inference at 32B-parameter quality, no cloud API required: University of Waterloo researchers released PAW on July 2 ...

Explained: How China is narrowing the AI gap with the US one model at a time

Just when the AI industry’s attention seemed fixed on OpenAI, Google and Anthropic, a new Chinese model has stolen the spotlight. The arrival of GLM 5.2 underscores the rapid pace of AI innovation in ...
Tech Times

Open Agent Stack Cuts Enterprise AI Cost 10x: NemoClaw Blueprint Ships

NVIDIA and LangChain launched the NemoClaw for LangChain Deep Agents blueprint, pairing the open-weight Nemotron 3 Ultra ...
India Today on MSN

The BharatGen story: From tumse na ho payega to karke dikhayenge, chasing India's DeepSeek moment

This is the inside story of how a group of academic visionaries, engineers, and industry veterans are building the foundational infrastructure for India's own "DeepSeek moment".
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From Giant AI to 'Building the Strongest Team': Decoding the Evolution of LLMs and Organizational Theory from Sakana AI's 'Fugu' Paper

Overview of the paper: What exactly is Fugu? Currently, in the AI industry, companies like OpenAI (GPT series), Anthropic (Claude series), and Google (Gemini series) are developing massive AI models ...
marktechpost

DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1

DeepSeek released DSpark, a speculative decoding framework, with open-source checkpoints and training code. It is a serving optimization, not a new model. The checkpoints DeepSeek-V4-Pro-DSpark and ...

Fable 5 Breach Leaks Cryptic AI Chain of Thought Shorthand

Fable 5's chain of thought has leaked, showing math-like shorthand, while its three-layer defense classifiers block most jailbreak attempts.
Hosted on MSN

GPT-5.6 rumors intensify as OpenAI reportedly prepares major AI upgrade

OpenAI may be getting ready to launch its next-generation AI model, GPT-5.6, as early as next week, according to reports circulating among testers and AI enthusiasts. While the company has not ...