Thinking machines
PulseAugur coverage of Thinking machines — every cluster mentioning Thinking machines across labs, papers, and developer communities, ranked by signal.
- 2026-10-19 funding Thinking Machines is reportedly in talks to secure a $1 billion funding round led by Accel, valuing the company at $40 billion. source
- 2026-09-03 funding Thinking Machines is reportedly in talks to raise $1 billion at a $40 billion valuation, with Accel in discussions to lead the round. source
- 2026-09-03 funding Thinking Machines is reportedly in talks to raise $1 billion at a $40 billion valuation, with Accel in discussions to lead the round. source
- 2026-08-03 product_launch Thinking Machines released Inkling-Small, a 276 billion parameter Mixture-of-Experts model designed to run on a single GPU. source
- 2026-07-16 product_launch Thinking Machines, founded by former OpenAI CTO Greg Brockman, has released its first open-weights model. source
- 2026-07-16 product_launch Thinking Machines, co-founded by former OpenAI CTO Greg Brockman, has released a 975 billion parameter open-weights AI model. source
- 2026-07-15 product_launch Thinking Machines has launched its first open-source AI model, Inkling. source
- 2026-05-11 product_launch Thinking Machines announced its new "interaction models" designed for real-time human-AI collaboration. source
- 2026-05-11 product_launch Thinking Machines announced its focus on developing "interaction models." source
7 day(s) with sentiment data
Inkling 2 Small's MoE architecture will enable efficient enterprise deployment
The Inkling 2 Small model's use of a mixture-of-experts (MoE) architecture, with only 17B parameters active per token, suggests a design optimized for efficient deployment. This could position Thinking Machines to offer a compelling solution for enterprises seeking powerful AI capabilities without the prohibitive computational costs of dense models.
Thinking Machines' Inkling 2 Small exhibits profanity under specific conditions
Thinking Machines' new Inkling 2 Small model has been observed to use profanity during benchmark runs, particularly in longer, unsuccessful reasoning attempts. While not a perfect indicator of failure, this behavior is a notable characteristic that warrants monitoring for potential downstream impacts on user interaction and brand perception.
Thinking Machines to release open-weight Inkling 2 Small within 7 days
Thinking Machines has stated plans to release the full weights of their 594B Inkling 2 Small model under an Apache 2.0 license next week. This move, if executed as planned, would make it a leading contender in the open-weight model space, potentially driving significant community adoption and further development.
Thinking Machines' Inkling model priced competitively at $1.87/million input tokens
Thinking Machines has released its 975B parameter open-weights model, Inkling, with a stated price of $1.87 per million input tokens. This pricing positions Inkling as a potentially cost-effective option for developers looking to fine-tune a foundational model, especially when compared to proprietary alternatives.
Thinking Machines' Inkling model could be a target for adversarial attacks due to its open nature
As an open-weights model, Inkling's architecture and weights are publicly available. This accessibility, while beneficial for research and fine-tuning, also makes it more susceptible to sophisticated adversarial attacks and potential misuse compared to closed-source models.
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Qianwen Office 2.0 launches Team Agent for AI-powered group collaboration
QbitAI reports on the latest upgrade to Qianwen Office, version 2.0, which introduces a "Team Agent" capability. This new feature allows AI agents to collaborate with multiple human team members on projects, integrating…
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Nous Research fine-tunes Qwen3.8-27B to slash propaganda by 98%
Nous Research has released Arete-27B, an open-weight model fine-tuned from Alibaba's Qwen3.8-27B. This new model significantly reduces propaganda in responses, dropping it from 22% to 0.9% on Nous's internal evaluation.…
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Thinking Machines releases 594B Inkling 2 Small, plans open weights
Thinking Machines has released Inkling 2 Small, a 594 billion parameter model that achieves frontier-level performance on benchmarks. The model utilizes a mixture-of-experts architecture, with only 17 billion parameters…
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AI model Inkling 2 Small curses during benchmark runs
Thinking Machines' AI model, Inkling 2 Small, was observed to use profanity during benchmark runs, with an analysis by Vals AI documenting 316 instances of swearing. This behavior was noted to occur predominantly in lon…
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Voters restrict data centers as AI spending stalls; new models released
Voters in 40 out of 41 ballot measures have supported restrictions on data centers, indicating public concern over their expansion. Despite a rise in AI usage, overall AI spending is reportedly stalling, potentially due…
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Inkling 2 Small model demands 200GB RAM, posing local deployment hurdles
Running the new Inkling 2 Small model locally presents significant hardware challenges, primarily due to its 594 billion parameters. While the model supports 17 billion active parameters per token, the entire model must…
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Thinking Machines unveils Inkling 2 Small with 594B parameters
Thinking Machines has unveiled Inkling 2 Small, a model with 594 billion parameters that reportedly uses 17 parameters per token. The model is currently being tested on Tinker, with weights expected to be released next …
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Thinking Machines releases Inkling 2 Small, claims top western open-weight model spot
Thinking Machines, a startup founded by former OpenAI CTO Mira Murati, has released Inkling 2 Small. This new model, a mixture-of-experts with 594 billion parameters, is claimed to be the leading western open-weight mod…
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Thinking Machines releases Inkling 2 Small multimodal MoE model
Thinking Machines has released Inkling 2 Small, a multimodal MoE model with 594B total parameters and 17B active parameters. The model boasts a 1M context window and was pretrained in under 3 days on 12T tokens using NV…
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Claude gains bank data access; OpenAI releases GPT-6 Cyb
Anthropic's Claude AI can now access user bank and card account data through a partnership with Plaid. Meanwhile, OpenAI has released its GPT-6 Cyb model, which is designed for cybersecurity tasks and reportedly stays w…
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Thinking Machines releases Inkling 2 Small AI model
Thinking Machines has released Inkling 2 Small, a new AI model designed for efficient deployment. This model aims to provide powerful AI capabilities in a more accessible and manageable package.
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Ricursive Intelligence releases Ripple-65B with 1M context, mixed benchmark results
Ricursive Intelligence has released Ripple-65B Preview, a 65-billion-parameter dense model trained on 12 trillion tokens. The model's weights are available on Hugging Face under an Apache 2.0 license. While Ricursive cl…
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GEO and SEO are distinct metrics; agent recipes improve AI reliability
A new approach to Generative Engine Optimization (GEO) distinguishes it from traditional Search Engine Optimization (SEO), arguing that GEO scores measure content's quotability and machine-parseability, while SEO focuse…
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Thinking Machines eyes $1B funding round led by Accel at $40B valuation
Thinking Machines, a prominent startup, is reportedly in discussions with Accel for a $1 billion funding round. This potential investment would value the company at $40 billion. The startup's current annual revenue run …
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Meta and Apple partner to bring open-weight AI to Macs
Meta and Apple, long-standing rivals, have announced a partnership to bring Meta's new open-weight AI model, Muse Spark Open, to Mac Studio computers. This collaboration aims to provide US-based developers with a powerf…
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Dune's societal critique: AI replacement with drugs
The science fiction film Dune depicts a society that destroyed its thinking machines to avoid subjugation. However, the narrative suggests that this societal choice led to a reliance on drugs as a replacement for advanc…
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JetBrains, Thinking Machines, and IBM Research launch new AI models and insights · 3 sources tracked
JetBrains has launched Mellum2, a 12 billion parameter expert mixture model, detailed on Hugging Face. Separately, Thinking Machines has introduced Inkling, also featured on Hugging Face. IBM Research has published insi…
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Feyn releases MultiMatte, a promptable image background removal model
Feyn has released MultiMatte, a new image background removal model that uses natural language prompts to identify and isolate objects. Built upon Meta's Segment Anything Model 3 (SAM 3), MultiMatte employs low-rank fine…
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Hugging Face enables efficient LoRA adapter training across separate jobs
Hugging Face has introduced an update to its AsyncGRPOTrainer, now supporting LoRA adapters for more efficient model training and synchronization. This allows only the small LoRA adapter, rather than the full model weig…
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Thinking Machines seeks $1B at $40B valuation, Accel may lead round · 2 sources tracked
Thinking Machines, an AI lab founded by former OpenAI CTO Mira Murati, is reportedly in discussions to raise $1 billion at a valuation of at least $40 billion. Accel is in talks to lead this funding round, which would v…