Pith Number

pith:BDHWAFNF

pith:2026:BDHWAFNFVDZIXQDWGAI23K34XT

not attested not anchored not stored refs pending

When AI Gets it Wrong: Reliability and Risk in AI-Assisted Medication Decision Systems

Khalid Adnan Alsayed

AI medication systems can cause patient harm through errors like missed interactions when used without human oversight.

arxiv:2604.01449 v3 · 2026-04-01 · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{BDHWAFNFVDZIXQDWGAI23K34XT}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Claims

C1strongest claim

AI errors in medication-related contexts can lead to adverse drug reactions, ineffective treatment, or delayed care, particularly when systems are used without sufficient human oversight.

C2weakest assumption

That the controlled simulated scenarios accurately capture relevant real-world failure modes and that the described errors would translate directly to clinical harm without oversight.

C3one line summary

AI errors in medication decisions can cause adverse reactions or ineffective care, requiring risk-aware evaluation beyond traditional performance metrics.

Cited by

1 paper in Pith

Operational AI Deployment Assurance: Governance-State Orchestration Under Threshold-Sensitive Deployment Conditions -- A Governance Framework for High-Stakes AI Systems

Receipt and verification

First computed	2026-05-21T01:04:25.226259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08cf6015a5a8f28bc0763011adab7cbcf1e7d52cae2f5d94541d17dc8a80d04a

Aliases

arxiv: 2604.01449 · arxiv_version: 2604.01449v3 · doi: 10.48550/arxiv.2604.01449 · pith_short_12: BDHWAFNFVDZI · pith_short_16: BDHWAFNFVDZIXQDW · pith_short_8: BDHWAFNF

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/BDHWAFNFVDZIXQDWGAI23K34XT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 08cf6015a5a8f28bc0763011adab7cbcf1e7d52cae2f5d94541d17dc8a80d04a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35ceb26feb00a442d96f25ea6168cfc2493d84f70af8c86eab27d14dc6daed99",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-04-01T22:53:17Z",
    "title_canon_sha256": "213adcec0f70ad18149027029631b63ee9b818b29b7b57e1c507c30a4aaeac6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2604.01449",
    "kind": "arxiv",
    "version": 3
  }
}