Another DeepSeek Moment for OpenSource AI?
10th Nov | Superintelligence Newsletter
Hey Superintelligence Fam đ
The AI world is buzzing again - another DeepSeek moment has arrived. Kimi K2 has stunned the global AI race, performing at par with closed-source titans like GPT-5 and Claude 4.5, proving that open-source innovation is far from slowing down.
Meanwhile, the ecosystem is exploding with breakthroughs - from Googleâs Ironwood TPU and Chinaâs chip subsidies to compact marvels like SmolLM2 and ethically charged policy shifts worldwide. Open models are no longer just catching up; theyâre defining the future of intelligence itself.
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Kimi K2 thinking surpasses GPTâ5 & Claude 4.5 : A bold open-source model called Kimi K2 reportedly outpaces GPT-5 and Claude 4.5 in cognitive reasoning and creativity, reshaping the competitive landscape of advanced AI models.
Google launches âIronwoodâ TPU for enhanced AI performance on cloud : Googleâs new Ironwood TPU offers a leap in AI compute power, enabling faster, more efficient large-model training and deployment across its cloud infrastructure.
China powers subsidies for domestic AI chips to challenge global dominance : China is ramping up government subsidies and incentives to boost its domestic AI-chip manufacturing, aiming to reduce reliance on foreign technology and secure strategic sovereignty.
Kimi K2 : A next-generation open-source Mixture-of-Experts model by Moonshot AI with 1 trillion parameters (32 B active), engineered for reasoning, tool-use, and complex multi-agent workflows.
Claude Agent Skills : Anthropicâs Claude Agent Skills lets users create modular âskillsâ â reusable, domain-specific task modules that turn Claude into a specialized expert for workflows, tools, or automation.
Polaris Alpha : Polaris Alpha is a powerful general-purpose AI on OpenRouter featuring a massive 256K-token context window, enabling deep reasoning, coding, and long-context comprehension at scale. (Speculated to be GPT5.1)
SmolLM2: When Smol Goes Big : A 1.7B-parameter model trained on ~11 trillion tokens with rich data-mixing (FineMath, Stack-Edu, SmolTalk) and outperforms models like Qwen2.5-1.5B and Llama3.2-1B.
Global PIQA: Evaluating Physical Commonsense Reasoning Across 100+ Languages and Cultures : A benchmark covering 116 language varieties (5 continents, 14 language families) built by 335 researchers across 65 countries; finds up to 37 % accuracy gaps in physical-commonsense reasoning for lowerâresource languages.
GAP: GraphâBased Agent Planning with Parallel Tool Use and Reinforcement Learning : Introduces a framework where agents build dependency graphs to decide which tools to call in parallel vs sequentially - reducing execution overhead by ~33 % and improving accuracy on multi-hop benchmarks.
UNESCO established pioneering neurotechnology ethics standards to govern brainâmachine research, while Pope Leo XIV urged developers to treat AI creation as a moral responsibility. Legal scholars warned of ethical lapses in AI-assisted filings, while the EU AI Act faced potential delays amid Big Tech lobbying and compliance debates.
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Until Next Time!
Superintelligence Team.









