Supersonic Labs releases Julia-1, a 144.3M-parameter decision model with a 550.5 MiB checkpoint
Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
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Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
The paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
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Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
Supersonic Labs released Julia-1, a 144.3-million-parameter open-weights model for classification and binary judgments rather than text generation. Built on JHU CLSPs mmBERT-small, it accepts a context, a question, and 2 to 20 candidate answers, and its FP32 weights occupy 550.5 MiB. The model artifacts are licensed under Apache 2.0, and the checkpoint evaluation, dated September 24, 2026, is the first release in what the company calls the Julia family of decision models.
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
The Claude Code changelog from Anthropic lists 114 entries under version 2.1.280, dated September 22, 2026. It fixes writes through a symlinked path being judged by their in-tree spelling: the permission prompt now names where the write actually lands, and acceptEdits, allow rules and auto mode no longer approve a write that lands outside the project tree. The same release adds Claude Opus 5.5 as the default Opus model, with a 1M-token context window priced at 4 dollars/20 dollars per million input/output tokens and 20 cents per million tokens for cache reads.
The paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
DeepSeek and collaborators published a paper on DeepSeek Elastic Compute (DSec), a sandbox infrastructure built for large-scale agentic training, describing a unified SDK over FnCall, container, microVM and full-VM execution backends plus a distributed filesystem called Fire-Flyer File System (3FS). The paper reports the production system handles about 3 million sandboxes daily, supports more than 380,000 concurrent sandboxes, sustains over 5,000 sandbox creations per second, and that a single production unit spans around 160 nodes. The paper was submitted to arXiv on September 19, 2026.
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Models · 27 SEP
Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
Checked 27 Sep, 04:30 · Hugging Face (Supersonic Labs model card) · 1 sourceTooling · 27 SEP
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
Checked 27 Sep, 04:43 · Anthropic · 1 sourceResearch · 27 SEP
The paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
Checked 27 Sep, 04:30 · arXiv (DeepSeek) · 1 sourceThat's today's news: three stories.
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Put ai notis on your home screen. No app store.
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Tap Share (the square with an arrow), then Add to Home Screen . If you can't see Share, tap (the three dots) first.
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Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
Supersonic Labs released Julia-1, a 144.3-million-parameter open-weights model for classification and binary judgments rather than text generation. Built on JHU CLSPs mmBERT-small, it accepts a context, a question, and 2 to 20 candidate answers, and its FP32 weights occupy 550.5 MiB. The model artifacts are licensed under Apache 2.0, and the checkpoint evaluation, dated September 24, 2026, is the first release in what the company calls the Julia family of decision models.
Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
The Claude Code changelog from Anthropic lists 114 entries under version 2.1.280, dated September 22, 2026. It fixes writes through a symlinked path being judged by their in-tree spelling: the permission prompt now names where the write actually lands, and acceptEdits, allow rules and auto mode no longer approve a write that lands outside the project tree. The same release adds Claude Opus 5.5 as the default Opus model, with a 1M-token context window priced at 4 dollars/20 dollars per million input/output tokens and 20 cents per million tokens for cache reads.
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
The paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
DeepSeek and collaborators published a paper on DeepSeek Elastic Compute (DSec), a sandbox infrastructure built for large-scale agentic training, describing a unified SDK over FnCall, container, microVM and full-VM execution backends plus a distributed filesystem called Fire-Flyer File System (3FS). The paper reports the production system handles about 3 million sandboxes daily, supports more than 380,000 concurrent sandboxes, sustains over 5,000 sandbox creations per second, and that a single production unit spans around 160 nodes. The paper was submitted to arXiv on September 19, 2026.
The paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
That's today's news: 3 stories.Archive
Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
Checked 27 Sep, 04:30 · Hugging Face (Supersonic Labs model card) · 1 sourceRead
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
Checked 27 Sep, 04:43 · Anthropic · 1 sourceRead
The paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
Checked 27 Sep, 04:30 · arXiv (DeepSeek) · 1 sourceRead
Built on mmBERT-small, the Apache-2.0-licensed classifier takes a state, a question and up to 20 options, and returns one of them.
The changelog lists Opus 5.5 at 4 dollars per million input tokens and 20 dollars per million output tokens.
27 SEP · Anthropic · 1 sourceThe paper details production infrastructure for agentic training, spanning container, microVM and full-VM backends behind one SDK.
27 SEP · arXiv (DeepSeek) · 1 sourceShort of the target: three today, not five.
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