pragma.vision Technology observatory & strategic foresight

Verification register Robotics, Autonomy & Spatial

Readiness verdict

acados

A dated reading of what is claimed, reported, and independently verified in the current evidence.

As of
2026-08-20
Revision
1
Method
v1.3.0

Current reading

Readiness band and full integer triple

AI-assisted assembly · derived results

Readiness band

Mature

Primary summary from verified readiness

Confidence
75% · stale
Computed at
2026-08-20T10:54:35.339421+00:00
Claimed
85

Public ambition and stated capability

Reported
85

Observed practitioner reporting

Verified
81

Independently supported evidence

Gap
+4

Claimed leads verified

Evidence strength Critical

Decision

What the current evidence supports

Human editorial judgment · 2026-08-20

Adopt with guardrails

Why
Mature, peer-reviewed (Mathematical Programming Computation 2022), BSD-licensed, with a documented Cortex-M7 microcontroller deployment path and field use in ACADO/acados-style driver-assist MPC; the only real risk is treating vendor 'real-time' claims as turnkey instead of re-benchmarking per target.
Next
Reproduce the inverted-pendulum benchmark on the actual target hardware (e.g. the documented STM32H7 Cortex-M7 path if embedded), pin the acados version, and measure feedback-phase latency under worst-case horizon before wiring into a safety-relevant loop.

Constraints

Blockers

No named blocker is present in the current public projection.

Evidence summary

Derived counts

AI-assisted assembly

Total
13
Tier 1
2
Tier 2
0
Tier 3
11
Supports
9
Contradicts
2
Context
2
Latest observed
2026-06-22

Counts and dates only. Raw signals, private excerpts, trust records, and internal corpus material are not published here.

Publication record

Revisions

Initial public reading

  1. 2026-07-19 Reading moved from mature to mature.

Your opinion

Tell us anything.

What works, what doesn't, what's missing — especially about our watches, lenses, and the register itself. Anonymous is fine; leave an email if you'd like a reply.