Claude Opus 4.6 is Anthropic's flagship model
for complex reasoning and long-form synthesis. It is used here in two complementary
application modes offered by Claude.ai:
Research mode. The model plans a multi-step
research strategy, issues multiple web queries in parallel and in cascade, reads and
evaluates retrieved sources, cross-references information, and writes a structured report
with explicit citations. The process is agentic: the model loops through
plan → search → read → cross-check → write → verify, and
may iterate for several minutes before producing its output.
Web Search mode. Gives the model real-time
access to the web, beyond its training cutoff date. Results are injected into the context
and can be cited. Particularly useful for capturing very recent literature (arXiv preprints,
articles published the same week, ongoing court filings).
Acknowledged limitations. LLMs — including Claude — can
hallucinate: invent names, misattribute quotations, fabricate plausible URLs.
This very investigation produced an instructive example: an earlier version wrongly attributed
the first name "Joseph Ceccanti" to the anonymous 26-year-old patient described in
the peer-reviewed Pierre et al. report (UCSF, 2025). The error was caught when comparing
against the primary source and corrected. Research mode reduces this risk but does not
eliminate it: human verification against primary sources remains essential.
What the model does well: organise, synthesise, retrieve. What it does not replace: judge,
proofread, validate.
This site is a journalistic synthesis.
It does not constitute medical advice, a
diagnosis, or a therapeutic recommendation. Anyone affected by suicidal thoughts
or psychotic symptoms should contact a healthcare professional or an emergency service
(US:
988 · UK:
116 123 Samaritans · France:
3114 · International:
findahelpline.com).