DataNew in edition 1.1

`frontier_bio_tech.csv`

Bio-design frontier (AI bio-design, precision fermentation, cultivated meat, molecular farming, cell-free synthesis, biomass fermentation): readiness in 2026, trajectories to 2050, Vietnam fit and when a window opens.

14 rows · 20 columnsDownload CSVUsed in: Frontier technology, V. Frontier technology

Columns

Column	Meaning
`record_id`	Stable row ID assigned by the consolidation step (prefix FBT plus row number in the stream's row order).
`family`	Technology family.
`sub_technology`	Sub-technology within the family.
`trl_2026`	Technology readiness level in 2026 (our judgement unless a source is given).
`key_metric_now`	Headline performance metric in 2026, with its value.
`trajectory_2030`	Expected state by 2030, with the foresight type in brackets.
`trajectory_2035`	Expected state by 2035, with the foresight type in brackets.
`trajectory_2040`	Expected state by 2040, with the foresight type in brackets.
`trajectory_2050`	Expected state by 2050, with the foresight type in brackets.
`leading_actors`	Leading companies, institutes or programmes.
`approvals_to_date`	Regulatory approvals so far.
`vn_fit_now`	Fit with Vietnam's capabilities in 2026.
`vn_window_opens_when`	Condition or time at which an opportunity opens for Vietnam.
`signposts`	Observable events that would show the trajectory unfolding, and where to watch.
`source_ids`	Source IDs (see sources.csv) supporting the row, separated by semicolons. Free text such as "QNT model" or "our calculation" marks our own work.
`evidence_label`	VN-direct (evidence about Vietnam), VN-adjacent (comparable country, transfer assumed) or general. Some rows give a label per part of the row.
`confidence`	High (primary source read), Medium (reputable secondary or primary read in part) or Low (single claim, press, company marketing, or derived by us from weak inputs).
`foresight_type`	Foresight type from the futures protocol: trend, projection, estimate, signal, wildcard or vision; "projection (official target)" marks a government target.
`horizon_year`	Year or years the value or statement refers to.
`notes`	Free-text notes from the research agent.

Filter rows

record_id	family	sub_technology	trl_2026	key_metric_now	trajectory_2030	trajectory_2035	trajectory_2040	trajectory_2050	leading_actors	approvals_to_date	vn_fit_now	vn_window_opens_when	signposts	source_ids	evidence_label	confidence	foresight_type	horizon_year	notes