GPT 6 Astra
OpenAI's deepest reasoning
ClawsGO is the next-generation AI for Science. Explore an end-to-end new paradigm for science
Trusted by users from leading research institutions
Built for the AI-native research paradigm
Runs unattended
Leave a question and close your laptop. Hours later, a complete study is waiting for your notes.
A traceable process
Environment, commands, file edits, searches — every action sits where it happened, and the whole run replays on demand.
Cloud-resident, in sync everywhere
The agent works on its own server for hours without pausing. Web, phone and desktop see the same task at the same moment.
Built on the strongest models
Claude Fable 5.1, Claude Opus 5 and GPT 6 Astra are all on the menu, ready to switch by task. Server runtime isn't billed separately — you pay for intelligence only.
Claude Opus 5
The long-horizon workhorse
Claude Fable 5.1
The Mythos-class flagship
From a question to a cited deliverable
A sentence at midnight. A manuscript by morning.
23:47
Describe the task.
One sentence is enough.
Survey the last five years of literature on CRISPR delivery and draft a review.
23:48 – 07:12
It works. You watch, or you don't.
It searches academic sources, reads papers, writes and runs code, and drafts — live plan and progress, visible from any device.
Breaking the question into a protocol: scope, sources, extraction plan.
Define inclusion criteria — 2020–2025, in vivo + clinical1m
protocol.md+38
Casting a wide net first — five sources, then dedupe.
Search PubMed — 428 records6m
Search Embase — 312 records4m
Search Web of Science — 465 records5m
Search bioRxiv preprints — 94 records3m
Search ClinicalTrials.gov — 61 trials2m
Dedupe 1,360 → 887 unique records2m
Thought for 26s
Screening in two passes: titles and abstracts first, then full text.
Pass 1: titles + abstracts — 887 → 30241m
Pass 2: full-text eligibility — 302 → 2141h 12m
Read 214 full-text papers3h 02m
screening_log.csv+887
Extracting outcomes into a structured evidence table.
evidence_table.csv+214
Normalize dosing units across 41 studies14m
python validate_extraction.py8s
Effect sizes look heterogeneous — adding subgroup and sensitivity analyses.
python meta_analysis.py12s
python subgroup_by_vector.py11s
python sensitivity_check.py9s
python publication_bias.py7s
Thought for 41s
fig1_prisma_flow.png3s
fig2_forest_plot.png4s
fig3_efficacy_by_vector.png3s
fig4_bias_funnel.png3s
Drafting section by section, citing as I go.
Outline — 7 sections+24
Draft §1 Introduction+42
Draft §2 Delivery landscape+118
Draft §3 Viral vectors+87
Draft §4 Lipid nanoparticles+102
Draft §5 Emerging systems+64
Draft §6 Clinical translation+96
Draft §7 Outlook+38
Second pass: tightening every claim against the evidence table.
Cross-check 96 citations7m
Revise §2, §4 — reconcile conflicting results+31
Verify every figure is referenced2m
Thought for 12s
latexmk review_draft.tex21s
review_draft.pdf — 38 pages, 96 citations07:12
You were asleep for this part.
07:12
Collect the deliverable.
A real file: report, dataset, figures, LaTeX manuscript. Yours to keep, cite, and build on.
7h 25m · 1,360 records · 38 pages
CRISPR delivery — a five-year review
review_draft.pdf
fig2_efficacy.pngPNG
It browses the open web for you
A cloud browser runs beside the agent — same session, same page. It opens papers, extracts methods, and leaves a trail you can take over at any time.
An AI-native LaTeX workbench
Source and PDF side by side, auto-compile on every pause. Draft with the agent, fine-tune yourself — SyncTeX and journal engines included.
Publication figures you can revise
Every plot is a reproducible bundle: figure, code, environment, version history. Circle what is wrong, ask the agent to fix it, keep every revision.
Connect your lab GPU
Register a lab host over SSH. The agent runs heavy jobs on your hardware and writes results back into the cloud workspace.
Deliverables you can put your name on
Research reports
Literature reviews and policy scans, deep and cited.
Academic papers
LaTeX drafts with real citations, compiled to PDF.
Scientific plots
Publication-grade figures, every version reproducible.
Made for every kind of research work
Research & academia
From a question to a cited review
Consulting & diligence
Due diligence and client briefs, sources checkable
Policy & think tanks
Policy scans and evidence briefs, every claim sourced
Finance & investment research
Sector maps and company deep dives
Engineering & evaluation
RFCs, evals, and migration plans
Market & competitive research
Market scans and competitor tracking
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