With .science Packages, AIPOCH Open-Science Changes How People Hand Over and Build on Research
->Startup Fortune | More on "Open science research reproducibility tools" at BigEarthData.ai | #science
->Startup Fortune | More on "Open science research reproducibility tools" at BigEarthData.ai | #science
With .science Packages, AIPOCH Open-Science Changes How People Hand Over and Build on Research
Anyone who has inherited a colleague's analysis knows the problem. The chart is there, the conclusion is there, and the story of how one became the other is somewhere else entirely. AIPOCH, the company behind the open-source Open-Science workbench, has built its answer to that gap around a single idea: the shareable .science package. Depending on the retained materials, a package can bring outputs together with conversation records, data versions and code that help explain the work behind them. AIPOCH announced the formal public release of Open-Science on 14 October 2026. The workbench covers a lot of ground, but for a working researcher the part that changes daily habits is the package. Why AI-assisted research gets scattered AIPOCH describes the starting problem plainly. In an AI-assisted research effort, task requirements live in the conversation, computations live in notebooks, results land in CSVs, charts or reports, and review comments correspond to some historical version of the work. Each piece sits in a different place, and the connection between them is the part most easily overlooked. That missing link is context. The company's release lists the consequences: files and conversation histories get transferred separately, so the full research context is hard to...
startupfortune.com
October 24, 2026 at 12:50 PM
🔬 AIPOCH libera Open-Science: investigación con IA reproducible en paquetes .science
🔗 https://techinnovation.cloud/noticia/aipoch-open-science-science-reproducible-20261014
🔗 https://techinnovation.cloud/noticia/aipoch-open-science-science-reproducible-20261014
AIPOCH libera Open-Science: investigación con IA reproducible en paquetes .science
AIPOCH libera Open-Science con formato .science: workbench open-source que empaqueta ramas de conversación, versiones de archivos y evidencia de verificación para hacer investigación con IA reproducib
techinnovation.cloud
October 14, 2026 at 11:24 PM
🔬 AIPOCH libera Open-Science: investigación con IA reproducible en paquetes .science
🔗 https://techinnovation.cloud/noticia/aipoch-open-science-science-reproducible-20261014
🔗 https://techinnovation.cloud/noticia/aipoch-open-science-science-reproducible-20261014
AIPOCH Launches Open-Science, Making Research Easier to Follow, Learn From, and Share with .science Packages
An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent frameworks—Claude Code, OpenCode, Codex, and CodeBuddy.…
An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent frameworks—Claude Code, OpenCode, Codex, and CodeBuddy.…
AIPOCH Launches Open-Science, Making Research Easier to Follow, Learn From, and Share with .science Packages
An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent frameworks—Claude Code, OpenCode, Codex, and CodeBuddy. SINGAPORE, Oct. 14, 2026 /PRNewswire/ -- AIPOCH today announced the formal public release of AIPOCH Open-Science, an open-source AI research workbench designed to help more people explore questions with AI, understand how results are produced, and share the work behind them.
ohsem.me
October 14, 2026 at 9:53 AM
AIPOCH Launches Open-Science, Making Research Easier to Follow, Learn From, and Share with .science Packages
An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent frameworks—Claude Code, OpenCode, Codex, and CodeBuddy.…
An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent frameworks—Claude Code, OpenCode, Codex, and CodeBuddy.…
AIPOCH Open-Science: Transforming Research with Enhanced AI Collaboration Tools#Singapore#AI_Research#AIPOCH#Open-Science
AIPOCH Open-Science: Transforming Research with Enhanced AI Collaboration Tools
AIPOCH introduces Open-Science, an innovative AI research workbench designed to enhance accessibility, collaboration, and transparency in scientific research.
third-news.com
October 14, 2026 at 9:16 AM
AIPOCH Open-Science: Transforming Research with Enhanced AI Collaboration Tools#Singapore#AI_Research#AIPOCH#Open-Science
A new paper introduces AIPOCH Open-Science, an open-source workbench that packages AI-assisted research sessions into .science files capturing instructions, computations, revisions, and checks for reproducibility. The…
#opensource #AIresearch #developertools
https://arxiv.org/abs/2610.17110
#opensource #AIresearch #developertools
https://arxiv.org/abs/2610.17110
October 14, 2026 at 8:01 AM
A new paper introduces AIPOCH Open-Science, an open-source workbench that packages AI-assisted research sessions into .science files capturing instructions, computations, revisions, and checks for reproducibility. The…
#opensource #AIresearch #developertools
https://arxiv.org/abs/2610.17110
#opensource #AIresearch #developertools
https://arxiv.org/abs/2610.17110
Wen Ouyang, et al.: AIPOCH Open-Science: An Open-Source AI Research Workbench with Reproducible .science Packages https://arxiv.org/abs/2610.17110 https://arxiv.org/pdf/2610.17110 https://arxiv.org/html/2610.17110
October 14, 2026 at 6:45 AM
Wen Ouyang, et al.: AIPOCH Open-Science: An Open-Source AI Research Workbench with Reproducible .science Packages https://arxiv.org/abs/2610.17110 https://arxiv.org/pdf/2610.17110 https://arxiv.org/html/2610.17110
📦 aipoch / open-science
⭐ 4,875 (+90)
🗒 TypeScript
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible res...
⭐ 4,875 (+90)
🗒 TypeScript
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible res...
GitHub - aipoch/open-science: The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible research on macOS, Windows and Linux.
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and t...
github.com
September 21, 2026 at 7:17 PM
📦 aipoch / open-science
⭐ 4,875 (+90)
🗒 TypeScript
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible res...
⭐ 4,875 (+90)
🗒 TypeScript
The open-source AI research workbench for scientific research and agent workflows. Local-first, model-agnostic desktop app with extensible skills, MCP tools and connectors, Python/R execution and traceable artifacts for reproducible res...
🔥 Hot Repo！ 🔥 (100+ new stars)
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
GitHub - aipoch/open-science: Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible provenance.
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproduci...
github.com
September 6, 2026 at 3:17 PM
🔥 Hot Repo！ 🔥 (100+ new stars)
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
🔥 Hot Repo！ 🔥 (100+ new stars)
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
GitHub - aipoch/open-science: Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible provenance.
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproduci...
github.com
September 6, 2026 at 6:17 PM
🔥 Hot Repo！ 🔥 (100+ new stars)
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
📦 aipoch / open-science
⭐ 3,704 (+145)
🗒 TypeScript
Open Science by AIPOCH is an open-source, local-first, model-agnostic AI research workbench for macOS, Windows, and Linux, with scientific agents, Python/R notebooks, data connectors, and reproducible ...
AIPOCH has curated a library of over 550 medical research agent skills supporting workflows for evidence insights, protocol design, data analysis, and academic writing.
July 29, 2026 at 6:58 PM
AIPOCH has curated a library of over 550 medical research agent skills supporting workflows for evidence insights, protocol design, data analysis, and academic writing.
Show HN: We Built 450 Modular Agent Skills for Medical Research Hi folks, I’m part of the team building AIPOCH. We just built an open-source library of 450+ executable Agent Skills designed speci...
Origin | Interest | Match
Origin | Interest | Match
GitHub - aipoch/medical-research-skills: AIPOCH-medical-research-skills
AIPOCH-medical-research-skills. Contribute to aipoch/medical-research-skills development by creating an account on GitHub.
github.com
March 30, 2026 at 9:33 AM
Have a look at this one, it is getting better, and can use your local env, three different popular agent harness systems: github.com/aipoch/open-...
GitHub - aipoch/open-science: Open Science is an open-source, local-first, model-agnostic AI research workbench for scientific discovery.
Open Science is an open-source, local-first, model-agnostic AI research workbench for scientific discovery. - aipoch/open-science
github.com
July 30, 2026 at 2:01 PM
Have a look at this one, it is getting better, and can use your local env, three different popular agent harness systems: github.com/aipoch/open-...
If you have a chance to try it, I'd genuinely love to hear your feedback.
github.com/aipoch/open-...
github.com/aipoch/open-...
GitHub - aipoch/open-science: An open-source, model-agnostic AI workbench for scientific discovery.
An open-source, model-agnostic AI workbench for scientific discovery. - aipoch/open-science
github.com
July 22, 2026 at 5:49 AM
If you have a chance to try it, I'd genuinely love to hear your feedback.
github.com/aipoch/open-...
github.com/aipoch/open-...
If you have a chance to try it, I'd genuinely love to hear your feedback.
github.com/aipoch/open-...
github.com/aipoch/open-...
GitHub - aipoch/open-science: An open-source, model-agnostic AI workbench for scientific discovery.
An open-source, model-agnostic AI workbench for scientific discovery. - aipoch/open-science
github.com
July 22, 2026 at 5:39 AM
If you have a chance to try it, I'd genuinely love to hear your feedback.
github.com/aipoch/open-...
github.com/aipoch/open-...
Hi! We're building Open Science — an open-source AI research workbench for reproducible scientific research. It's model-agnostic, self-hosted, and lets you inspect every step of the research workflow instead of treating the AI as a black box.
GitHub - aipoch/open-science: An open-source, model-agnostic AI workbench for scientific discovery.
An open-source, model-agnostic AI workbench for scientific discovery. - aipoch/open-science
github.com
July 22, 2026 at 5:39 AM
Hi! We're building Open Science — an open-source AI research workbench for reproducible scientific research. It's model-agnostic, self-hosted, and lets you inspect every step of the research workflow instead of treating the AI as a black box.
Build workflows that can evolve with models—not workflows that expire because of them.
One scientific workflow.
Any model.
github.com/aipoch/open-...
One scientific workflow.
Any model.
github.com/aipoch/open-...
GitHub - aipoch/open-science: An open-source, model-agnostic AI workbench for scientific discovery.
An open-source, model-agnostic AI workbench for scientific discovery. - aipoch/open-science
github.com
July 13, 2026 at 8:37 AM
Build workflows that can evolve with models—not workflows that expire because of them.
One scientific workflow.
Any model.
github.com/aipoch/open-...
One scientific workflow.
Any model.
github.com/aipoch/open-...
People often describe model-agnostic as "supporting multiple models."
github.com/aipoch/open-...
That misses the more important idea.
Research workflows tend to outlive the models that execute them.
github.com/aipoch/open-...
That misses the more important idea.
Research workflows tend to outlive the models that execute them.
July 13, 2026 at 8:37 AM
People often describe model-agnostic as "supporting multiple models."
github.com/aipoch/open-...
That misses the more important idea.
Research workflows tend to outlive the models that execute them.
github.com/aipoch/open-...
That misses the more important idea.
Research workflows tend to outlive the models that execute them.
Open Science v0.1.0
AI for science shouldn't end with a chat.
This first public release is about proving a different interaction model: create a research project, upload your data, let an agent plan and execute multi-step analyses, inspect the generated code, and keep the entire session for later.
AI for science shouldn't end with a chat.
This first public release is about proving a different interaction model: create a research project, upload your data, let an agent plan and execute multi-step analyses, inspect the generated code, and keep the entire session for later.
GitHub - aipoch/open-science: An open-source, model-agnostic AI workbench for scientific discovery.
An open-source, model-agnostic AI workbench for scientific discovery. - aipoch/open-science
github.com
July 13, 2026 at 8:35 AM
Open Science v0.1.0
AI for science shouldn't end with a chat.
This first public release is about proving a different interaction model: create a research project, upload your data, let an agent plan and execute multi-step analyses, inspect the generated code, and keep the entire session for later.
AI for science shouldn't end with a chat.
This first public release is about proving a different interaction model: create a research project, upload your data, let an agent plan and execute multi-step analyses, inspect the generated code, and keep the entire session for later.
AIPOCH Open Science begins with a practical requirement: every figure should keep its code, environment, data version, and review trail beside it.
We are building the open workflow layer in public:
github.com/aipoch/open-...
Claude Science's launch reinforces why that belongs in the workflow.
We are building the open workflow layer in public:
github.com/aipoch/open-...
Claude Science's launch reinforces why that belongs in the workflow.
July 10, 2026 at 5:29 AM
AIPOCH Open Science begins with a practical requirement: every figure should keep its code, environment, data version, and review trail beside it.
We are building the open workflow layer in public:
github.com/aipoch/open-...
Claude Science's launch reinforces why that belongs in the workflow.
We are building the open workflow layer in public:
github.com/aipoch/open-...
Claude Science's launch reinforces why that belongs in the workflow.
As models become more capable, scientific infrastructure matters more.
That's the direction we're exploring with AIPOCH Open Science: an open, model-agnostic research workbench built around reproducibility, transparency, and scientific accountability.
That's the direction we're exploring with AIPOCH Open Science: an open, model-agnostic research workbench built around reproducibility, transparency, and scientific accountability.
July 10, 2026 at 5:28 AM
As models become more capable, scientific infrastructure matters more.
That's the direction we're exploring with AIPOCH Open Science: an open, model-agnostic research workbench built around reproducibility, transparency, and scientific accountability.
That's the direction we're exploring with AIPOCH Open Science: an open, model-agnostic research workbench built around reproducibility, transparency, and scientific accountability.
GPT-5.6 is another step forward for AI models.
Can every figure keep its provenance?
Can every analysis remain reproducible?
Can every conclusion stay connected to its data, code, environment, and review history?
github.com/aipoch/open-...
Can every figure keep its provenance?
Can every analysis remain reproducible?
Can every conclusion stay connected to its data, code, environment, and review history?
github.com/aipoch/open-...
July 10, 2026 at 5:28 AM
GPT-5.6 is another step forward for AI models.
Can every figure keep its provenance?
Can every analysis remain reproducible?
Can every conclusion stay connected to its data, code, environment, and review history?
github.com/aipoch/open-...
Can every figure keep its provenance?
Can every analysis remain reproducible?
Can every conclusion stay connected to its data, code, environment, and review history?
github.com/aipoch/open-...