COMPUTER CORE // RESEARCH DIVISION

Every claim on the compare page, sourced.

This is the citation trail behind the comparison table: real on-screen requests made of each era's computer, hologram, or holodeck system, what happened, how long it took when the show actually said, and whether the comparison page's specific claims hold up against primary transcripts and reference sources.

Coverage isn't even — some tiers got a deep pass, others a thin one, and that's marked honestly per section rather than padded out. See Method & Sources for what this does and doesn't cover.

NX-01 2151 · ENT

NX-01 runs on manual switches and dials with no touchscreen bridge interface. Its defining trait, repeatedly and on screen, is a universal translator that doesn't work — which is why Hoshi Sato is a main character. No holodeck exists anywhere aboard; the only holographic technology the crew encounters is explicitly alien. A later routine-usage pass also confirmed NX-01 has no food replicator: the galley uses a food cabinet/dispenser plus actual cooking by "Chef," supplemented by a hydroponic greenhouse and a protein resequencer for some items.

Catalogued requests

Type Request Episode Outcome Time Notes
Notable Lock translator onto Klaang's Klingon dialect Broken Bow (1×01–02) Failure not stated "The translator. It's not locking onto his dialect."
Notable Dictate personal log ("Computer, pause" / "Resume log") Broken Bow (1×01–02) Success not stated Voice log dictation works reliably even while translation doesn't.
Notable Decontamination chamber cycle, spore exposure Broken Bow (1×01–02) Success not stated Routine functioning system, unlike the translator.
Notable Translate Axanar hail Fight or Flight (1×03) Failure → manual not stated Archer: "Then forget the translator. Do it yourself."
Notable Translate Kreetassan social remark Vox Sola (1×22) Failure not stated Mistranslation worsens a diplomatic incident.
Notable Translator during Archer/Riann first contact Civilization (1×09) Comedic failure not stated Fixed via manual hardware adjustment.
Notable Query alien repair station for hull repairs Dead Stop (2×04) Partial 34.2 hrs (stated) Station later revealed malicious; NX-01's own computer noted as far smaller.
Notable Keypad-unlock Daniels's quarters Shockwave, Pt. I (1×26) Success not stated Physical keypad entry — manual, not spoken.
Notable Verbal Starfleet authorization ("Alpha-6-4") Shockwave, Pt. I (1×26) Success not stated Spoken to a human receptionist over comms, not the ship's computer.
Routine Order a cold drink from the mess-hall dispenser Breaking the Ice (1×08) Success, routine not stated "Milk, cold." Confirms the galley uses a cabinet/dispenser plus Chef's actual cooking, not a food replicator.
Routine Decrypt and translate an intercepted Vulcan-language message Breaking the Ice (1×08) Success, routine not stated "You'll have to run it through the translation matrix" — the translator works invisibly and successfully, in direct contrast to the failure cases above.
Routine Record, pause, and resume a video log for a schoolchildren's Q&A Breaking the Ice (1×08) Success, routine not stated "Pause it, will you?" — ordinary AV/recording system operation, no errors.
Routine Read a personal PADD in the mess hall Breaking the Ice (1×08) Success, routine not stated Completely mundane personal-device use with zero plot significance.
Routine Synchronize the ship's chronometer to an alien capital city's time zone A Night in Sickbay (2×05) Success, routine not stated A diplomatic courtesy, executed as a purely administrative adjustment with no drama attached.

Devices & peripherals

Device Episode Description Notes
Fixed engineering workstation console Breaking the Ice (1×08) A physical console Tucker uses to run a decrypted message through the translation matrix — routine deskbound computing, not a bridge set piece. "He goes to his console and translates it."
Handheld PADD Dear Doctor (1×13) Hoshi delivers personal mail via PADD and separately uses one for Denobulan vocabulary reference mid-conversation — both mundane, non-plot-critical uses. "Hoshi enters bearing a PADD"; "is having to use her PADD for reference."
Handheld "scanner" (tricorder-equivalent) Strange New World (1×04) Landing-party scanning device used for a routine population/lifesign check during a planetary survey. On-screen dialogue consistently says "scanner," never "tricorder" — a real naming distinction for this era, not a simplification.
Handheld flip-top personal communicator (pre-combadge) Strange New World (1×04) A small handheld unit, not worn on the uniform, flipped open for person-to-person or ship-to-person contact — T'Pol's routine check-in with Tucker. "T'Pol to Tucker… Is there a problem, Commander?" Breaks up under interference/weapons fire in Broken Bow (1×01–02), showing it's not combat-hardened.

Claim verification

Claim Verdict Evidence
Manual switches, dials, physical toggle banks Supported NX-01 bridge deliberately designed pre-LCARS.
Touchscreen GUI: not yet invented Not supported PADDs are in constant handheld use from the pilot onward.
NLP requires a dedicated linguist fallback Supported Directly the plot of four episodes above.
Storage medium: optical data cartridges Not supported An optical data network (ODN) is confirmed; "cartridges" as the portable format appears nowhere.
Processing redundancy: none Partially supported Total systems failure during the Suliban boarding suggests thin redundancy; no line states it outright.
Holodeck: not available Supported Confirmed absent, including any native training/simulation room.
Authorization: manual key + verbal code Partially supported Verbal codes exist but go to a person over comms, not the "computer, authorization…" convention TOS/TNG use.
Hostile takeovers: 1 (Romulan boarding, S1) Not supported No Romulans appear in ENT season 1. First appearance is "Minefield" (2×03) — a standoff, no boarding.
Universal translator: beta, frequently fails Supported Well-documented across four episodes.
Self-repair: none, requires drydock Partially supported No self-repair confirmed, but "Dead Stop" shows the crew seeking an alien station instead of a Starfleet drydock.

Sources

  1. chakoteya.net transcript archive — "Broken Bow," "Fight or Flight," "Vox Sola," "Civilization," "Dead Stop," "Shockwave, Part I" (chakoteya.net)
  2. chakoteya.net, "Breaking the Ice" — chakoteya.net/Enterprise/08.htm
  3. chakoteya.net, "A Night in Sickbay" — chakoteya.net/Enterprise/30.htm
  4. Memory Alpha, "Authorization code"
  5. Memory Alpha, "Enterprise (NX-01)"
  6. Memory Alpha, "Data storage"
  7. Memory Alpha, "Optical data network"
  8. Memory Alpha, "Library computer"
Coverage: deep pass, 9 notable + 5 routine instances (14 total). Two further episodes ("The Xindi," "Home") were read in full for the routine-usage pass and yielded nothing on-topic, excluded rather than stretched to fit.

USS Discovery 2256–2258 · DISCO S1–2

Pre-Zora Discovery: a standard Starfleet computer plus the mycelial network, a navigation medium for the spore drive — not a data-storage system, despite how it's sometimes described. The ship briefly has holo-communicators; a malfunction gets them stripped out fleet-wide, which is the direct, on-screen reason Strange New Worlds has none. This pass also confirmed that no clean routine bridge-diagnostic moment could be sourced for this tier — recap sites systematically skip non-dramatic computer usage, which is itself a structural bias in how this fandom's secondary sources get written, not a gap unique to this project's research.

Catalogued requests

Type Request Episode Outcome Notes
Notable Report holo-comm systems failure An Obol for Charon (2×07) Order carried out Pike orders holo-comms stripped and never reinstalled — directly explains SNW's tech gap.
Notable A sphere lifeform transmits its knowledge into the ship's computer An Obol for Charon (2×07) Escalated The data volume overwhelms Discovery's systems, initially mistaken for a computer virus — the initiating event, distinct from Pike's downstream holo-comm order above. This "Sphere data" is what Zora later emerges from.
Notable Harry Mudd seizes full control of the ship's computer functions Magic to Make the Sanest Man Go Mad (1×07) Hijacked, resolved Using a stolen time crystal, Mudd installs himself as "Captain" inside a recursive 30-minute time loop, repeatedly resetting it until spore-drive-exposed Stamets (immune to the reset) helps the crew outmaneuver him. A hostile human, not an AI — a different failure mode from Control.
Notable Real-time Klingon translation via communicator Into the Forest I Go (1×09) Learns in real time UT actively acquires Klingon rather than translating instantly; S1 also leaves long stretches subtitled, untranslated.
Routine Retrieve a meal from the mess-hall food synthesizer Context Is for Kings (1×03) Success, routine Ordinary meal service on Burnham's first day aboard, used only as scene-setting before an unrelated attack — nothing goes wrong with the synthesizer itself.
Routine Biometric lock on a lab computer authenticates a saliva sample Context Is for Kings (1×03) Success, routine Burnham gains entry to Stamets' lab using a sleeping Tilly's saliva; the computer's authentication behaves exactly as designed — only the means of obtaining valid credentials is unconventional.
Notable Enterprise's sensors attempt to scan a synchronized "red burst" Brother (2×01) Failure Computer "goes haywire" (likened to a compass at the North Pole) plotting the burst's coordinates; triggers a shipwide systems failure.
Routine Run computer models for a tractor-beam solution New Eden (2×02) Success, routine Tilly calculates a way to redirect radioactive ring debris away from a colony planet — an ordinary engineering computation, no malfunction.
Notable Sickbay biobed scan of Stamets' neural tissue The Wolf Inside (1×11) Success Routine diagnostic procedure, extraordinary result: reveals changes in white matter structure from mycelial-network exposure, feeding the season's central spore-drive arc.
Notable Consult sphere-data historical archive on Kelpien/Ba'ul history The Sound of Thunder (2×06) Success Reveals a 2,000-year-old reversal of predator/prey roles — sphere data functioning as an in-computer library archive the crew consults directly.
Notable Extract stored logs from the Red Angel suit Perpetual Infinity (2×11) Success Tilly downloads 841 log entries documenting Gabrielle Burnham's mission and 950-year marooning — ordinary data-extraction procedure, extraordinary payload.
Notable Contain the Control AI's attempted takeover of Section 31's network Disco season 2 arc ("Control") Contained after crisis A hostile outside AI, not this ship's own computer becoming sentient — a distinct entity from Zora.

Devices & peripherals

Device Episode Description Notes
USS Enterprise bridge stations (Discovery S2 redesign) Such Sweet Sorrow, Part 2 (2×14) Rebuilt 1966-style circular bridge with practical reproduction buttons matched to original prop size/color, plus eye-scanner consoles and a dedicated communications station. "We actually got some reproductions of the original buttons on the console… and we used those as the basis of our buttons."
Discovery bridge console (routine reassignment) Saints of Imperfection (2×05) Pike orders helm control transferred between fixed bridge stations mid-crisis — a routine console-to-console handoff, not a hero-gadget moment. "Transfer helm control to Airiam's station."
Personal drawing tablet (PADD-equivalent) New Eden (2×02) A handheld tablet Spock has owned since childhood, used for recurring drawings; the only clean PADD-equivalent citation found for this tier. "Spock has had this tablet since he was a boy." Leans notable rather than mundane — no background PADD sighting was found despite checking S1–S2 broadly.
Standard tricorder The Butcher's Knife Cares Not for the Lamb's Cry (1×04) Routine, procedural science-officer scanning while studying the tardigrade aboard Discovery. "My tricorder is detecting energy transfer."
Personal communicator New Eden (2×02) Pike hails Discovery directly for transport — an ordinary, routine call, not a dramatic highlight. Field-modifiable per a separate citation. "Pike to Discovery, one to transport." Elsewhere: "I altered the frequency of my communicator" (Si Vis Pacem, Para Bellum, 1×08). Section 31 agents carry non-standard combadges predating general Starfleet adoption (Saints of Imperfection, 2×05).

Sources

  1. Memory Alpha, "Holo-communicator"
  2. Memory Alpha, "Mycelial network"
  3. Memory Alpha, "Control"
  4. Memory Alpha, "An Obol for Charon," "Airiam," "Magic to Make the Sanest Man Go Mad," "Brother," "Perpetual Infinity," "Context Is for Kings," "New Eden" (surfaced via search; direct fetch returned HTTP 402 this session)
  5. ScreenRant, on the Mudd time-loop episode
  6. TrekCore, "Today's Medical Tech in Discovery's Sickbay Science"
  7. Medium/Discussing Network, recap of "The Sound of Thunder" (2×06)
Coverage: deep pass, 9 notable + 3 routine instances (12 total), up from 3 — recap/review-sourced throughout since chakoteya.net doesn't cover Discovery; a routine bridge-diagnostic example was specifically sought and not found, reported honestly rather than invented

USS Enterprise (Pike refit) 2259–2261 · SNW

SNW's Enterprise computer is deliberately built to feel older than Discovery's own season 2, not newer — a real, on-screen technological regression (see the Discovery-early section above), not an authoring inconsistency. Its holodeck-precursor debut is framed by the show's own writers as the in-universe origin of the concept. This pass also confirmed SNW's food-service tech is termed "matter synthesizers," not replicators, and found routine computer moments genuinely scarcer here than on other tiers — a property of the show's verbal, non-visual interface and its recap coverage, not a research gap.

Catalogued requests

Type Request Episode Outcome Notes
Routine Pre-launch bridge status check Strange New Worlds (1×01) Success, routine Ops: "lights are green across the board." Ortegas confirms course laid in — standard TOS-style verbal status report, no touchscreen UI.
Notable Cross-reference an unknown comet signal Children of the Comet (1×02) Success Computer matches the signal's pattern to a tune Uhura had hummed earlier, enabling first contact via music — a rare case of the computer itself surfacing the solution.
Notable Shipwide EM scan; medical biofilter diagnostic Ghosts of Illyria (1×03) Success, escalates Scan reveals infected crew carry excess energy in light waves; a biofilter run flags contamination, triggering full lockdown.
Notable Track a pursuing Gorn ship with shields/sensors down Memento Mori (1×04) Workaround Inside a brown dwarf with sensors disabled, Spock jury-rigs a "primitive form of radar" — the computer/sensor suite is deliberately bypassed, not used.
Routine Background mention of food-service tech Spock Amok (1×05) N/A, descriptive La'an: "…no lines for the matter synthesizers." Confirms SNW's canon terminology is "matter synthesizer," not "replicator."
Routine Scheduled dry-dock systems checks and upgrades The Broken Circle (2×01) Success, routine Starbase One's inspection team runs standard checks/upgrades on the docked Enterprise — scheduled maintenance framing, not a crisis repair.
Notable Computer confirms a crew member's identity during shipwide amnesia Among the Lotus Eaters (2×04) Success Computer: "You are Erica Ortegas, alpha-shift pilot assigned to the USS Enterprise" — the clearest direct officer/computer dialogue found in this pass.
Notable Sensors/comms/transporters blocked by a Gorn dampening field Hegemony (2×10) Failure, worked around Ship systems rendered inoperative near the planet; Scotty and Pelia build an improvised transponder to spoof Gorn sensors instead.
Notable Set a 1960s-detective holodeck program A Space Adventure Hour (3×04) Exceeds parameters The generative program unexpectedly casts a holographic Spock as the story's antagonist — framed by SNW's writers as the in-universe origin of the holodeck.

Devices & peripherals

Device Episode Description Notes
Bridge communications station Strange New Worlds (1×01) A fixed TOS-style physical console (buttons/toggles, not touchscreen), staffed by Cadet Uhura as part of a rotating bridge duty — routine, background use. SNW deliberately rotates Uhura through stations rather than parking her permanently at Communications, per Memory Alpha.
Handheld PADD Strange New Worlds (1×01) Pike reviews a personnel dossier on Lieutenant La'An Noonien-Singh while being shuttled up to the ship — administrative reading, not a hero-gadget moment. Used exactly like a TOS-era clipboard replacement.
Starfleet tricorder Strange New Worlds (1×01) Spock stows his tricorder in his bag while the crew rides an elevator — a background, non-dramatic beat. A related TS-120 variant is used later for planetary-portal scans, showing continuity of a distinct in-universe device line.
Flip-open communicator vs. combadge Those Old Scientists (2×07) Number One shows Pike a 24th-century-style combadge; Pike prefers his own TOS-style flip communicator — a direct on-screen comparison of two communicator eras. Pike: "Flipping it open's the best part."

Sources

  1. Episode recap/analysis coverage of SNW "A Space Adventure Hour" (season 3)
  2. Memory Alpha, "Holo-communicator" (for the removal explaining SNW's tech gap)
  3. StarTrek.com, recap of "Children of the Comet" (1×02)
  4. TrekCore, review of "Ghosts of Illyria" (1×03)
  5. StarTrek.com, recap of "Memento Mori" (1×04)
  6. ex-astris-scientia.org, SNW season 1 reviews (matter synthesizer quote, "Spock Amok")
  7. Den of Geek, review of "The Broken Circle" (2×01)
  8. GeekGirlAuthority, quotes page for "Among the Lotus Eaters" (2×04)
  9. TrekCore, season finale review of "Hegemony" (2×10)
Coverage: deep pass, 6 notable + 3 routine instances (9 total), up from 1 — recap/review-sourced throughout since chakoteya.net doesn't cover SNW, so no direct-transcript quotes for this tier; an unverifiable "Una glucose matrix" claim surfaced during research and was deliberately excluded rather than included on a single unconfirmed source

Constitution Class 2265 · TOS

The best-supported tier in this whole report. Its two headline traits — literal-mindedness and vulnerability to logical paradox — are quotable, on screen, twice over: Norman and Nomad both short-circuit on contradiction, in almost exactly those words. TOS also had the strongest notable-incident bias of any tier: a routine-usage pass read 11 full episodes hunting for boring computer moments, and 6 of them had none at all — TOS's computer genuinely is deployed for drama far more than for background texture.

Catalogued requests

Type Request Episode Outcome Time Notes
Notable Navigation estimate out of the "zone of darkness" The Immunity Syndrome Success 6.37 min (stated) Chekov: "Estimate we'll be out in six point thirty-seven minutes."
Notable Library computer lookup, SS Botany Bay / Khan Space Seed Partial not stated "Doctor McCoy will show you how to tie into the library tapes." Khan: "You identified me with your computer system."
Notable Expose tampered computer chess records Court Martial Success not stated Spock: "I personally programmed the computer for chess… yet I beat the machine five times."
Notable Compute Kirk's physical age from medical banks The Deadly Years Success not stated "Working. Subject's physical age… between sixty and seventy two."
Notable Modify translator to communicate with the Companion Metamorphosis Success not stated Compares brainwave patterns, "then translates its findings into English."
Notable Liar's Paradox fed to android Norman I, Mudd Short-circuits not stated "Illogical! Illogical! Please explain."
Notable Logic trap fed to the Nomad probe The Changeling Fatal loop not stated "Error. Error. Error. Examine."
Notable Self-destruct sequence, three-officer authorization Let That Be Your Last Battlefield Aborted safely 30-sec countdown, stopped ~6 sec left Kirk + Spock + Scott each individually verified.
Notable M-5 takes command for simulated war games The Ultimate Computer Catastrophic not stated Fires real weapons on USS Excalibur, killing its crew.
Notable Talk M-5 into self-shutdown The Ultimate Computer Success not stated "What is the penalty for murder?" / "Death." / "This unit must die."
Routine Standing order to log planetary survey data The Squire of Gothos Success, routine not stated "Science stations, gather data for computer banks" — ordinary data-logging before Trelane's antics begin.
Routine Computer-modeled logistics for tribble disposal The Trouble with Tribbles Success, routine not stated "Based on computer analysis, of course…" — a comic aside establishing computer analysis as background-standard for mundane logistics.
Routine Shipboard systems tour for visiting family Journey to Babel Success, routine not stated Spock shows Sarek and Amanda the "control computers" during an engineering walkthrough — pure scene-setting, no query or result.
Routine Standard background check on a person and a planet Requiem for Methuselah Success, routine not stated "Run a full computer check on Mister Flint and on this planet… Stand by with your results" — an ordinary investigative order.
Routine Sociological-computer consultation for a solution A Piece of the Action Consulted, inconclusive not stated "Did you find out anything from the computer?" / "Nothing useful." A mundane failure mode, not a crisis — included deliberately as the one non-"success" routine case.

Devices & peripherals

Device Episode Description Notes
Bridge command chair panel + fixed viewscreen terminals Court Martial Kirk's command chair has a physical armrest panel wired into a continuous computer log, later replayed as courtroom evidence. Sickbay and personal quarters access the library computer via fixed wall/desk viewscreens, not a portable device (Space Seed; Amok Time). "Captain Kirk is now signalling a Yellow Alert." Defense attorney Cogley on his own office terminal: "I got one of these in my office… I never use it."
Personal access device — not found — No handheld personal-computer-equivalent device exists on screen. Information access runs entirely through fixed consoles/viewscreens; the PADD is a 24th-century (TNG-era) innovation. Reported as a genuine finding, not a research gap — checked across multiple episodes (Court Martial, Space Seed, The Devil in the Dark, Amok Time) with consistent results.
Standard tricorder The Devil in the Dark Spock's routine geological scan of a tunnel wall; McCoy's medical tricorder use treating the wounded Horta. "Adjusting my tricorder to register for silicon, Captain." Mundane scan, not a dramatic reveal.
Flip-open communicator The Devil in the Dark A routine ship-to-landing-party check-in from Scotty, not a distress call. "Scotty here, Captain. My brilliant improvisation just gave up the ghost."

Claim verification

Claim Verdict Evidence
Voice interface, female register, "library tapes" Supported Majel Barrett voices the computer throughout; "library tapes" is a direct quote (Space Seed).
Painfully literal, vulnerable to logic paradoxes Supported Norman and Nomad both short-circuit on contradiction.
Duotronic core architecture Supported Established in The Ultimate Computer; term doesn't recur elsewhere (spot-checked 5 more episodes).
No AI personality until alien possession Partially supported Nomad interfaces with ship systems as a visiting probe, not the native computer being "possessed."
M-5 sentience-risk incident Supported The Ultimate Computer, in detail.
Holodeck: rec room only, unofficial patch Not supported Live-action TOS has no such room; the simulation-capable "rec room" is from The Animated Series ("The Practical Joker").
Universal translator: standard, reliable Partially supported Only one on-screen working demo (Metamorphosis), and it required Spock to modify the device.
Stellar cartography via library computer only Partially supported Star-chart lookups occur, but "stellar cartography" as a term is anachronistic to TOS.

Sources

  1. chakoteya.net, "Space Seed" — chakoteya.net/StarTrek/24.htm
  2. chakoteya.net, "Court Martial" — chakoteya.net/StarTrek/15.htm
  3. chakoteya.net, "The Deadly Years" — chakoteya.net/StarTrek/40.htm
  4. chakoteya.net, "Metamorphosis" — chakoteya.net/StarTrek/31.htm
  5. chakoteya.net, "The Menagerie, Part I" — chakoteya.net/StarTrek/16.htm (library computer self-ID)
  6. chakoteya.net transcript archive — "I, Mudd," "The Changeling," "The Ultimate Computer," "Let That Be Your Last Battlefield," "The Immunity Syndrome" (chakoteya.net)
  7. chakoteya.net transcript archive — "The Squire of Gothos," "The Trouble with Tribbles," "Journey to Babel," "A Piece of the Action," "Requiem for Methuselah" (read in full for the routine-usage pass, along with six further episodes that yielded nothing on-topic: "The Devil in the Dark," "Operation: Annihilate!," "The Conscience of the King," "Amok Time," "Bread and Circuses," "Is There in Truth No Beauty?")
Coverage: deep pass, 10 notable + 5 routine instances (15 total), primary transcripts direct-quoted throughout. 6 of 11 episodes read for the routine-usage pass had no on-topic computer dialogue at all — reported honestly as a real property of this tier rather than papered over.

Galaxy Class 2364 · TNG

Where the comparison page's "handles sarcasm reasonably well" grade doesn't match the transcripts: TNG's two biggest computer-driven plots — Moriarty and the Leah Brahms hologram — both start with the computer taking an instruction too literally, the same failure mode as TOS. TNG is also the pilot tier for correcting a sampling bias in this whole report: the first pass found eight incidents and every one was dramatic, because that's what search results surface. A second pass deliberately read full, unremarkable episodes instead of searching for "interesting" moments, and found six routine, nothing-went-wrong requests to sit alongside them — see Method & Sources.

Catalogued requests

Type Request Episode Outcome Time Notes
Notable "Create a mystery… an opponent capable of defeating Data" Elementary, Dear Data (2×03) Escalated to crisis not stated Computer complies literally, creating a Moriarty capable of defeating Data at anything, including escaping the holodeck.
Notable Holodeck-inside-a-holodeck deception Ship in a Bottle (6×12) Success not stated Moriarty: "I think therefore I am" — tricked into believing he'd escaped.
Notable Dixon Hill 1941 holodeck program The Big Goodbye (1×12) Escalated not stated A computer malfunction traps the away team as the ship enters a spatial anomaly.
Notable "Tea. Earl Grey. Hot." Contagion (2×11) Failure not stated Replicator produces a potted plant — first sign of the Iconian computer virus.
Notable Bynars' covert full-computer download; bluffed auto-destruct 11001001 (1×15) Escalated, resolved 4 min 59 sec countdown (stated) Two-officer authorization (Picard + Riker), each individually verified.
Notable Impersonate Picard's voice to seize helm/transporter Brothers (4×03) Success (temporary) not stated Data enters a valid-format lockout code faster than the crew can react — a spoofed-authorization exploit.
Notable Offhand remark about wanting "the actual engineer" Booby Trap (3×06) Success, unintended not stated Computer generates a full hologram of Dr. Leah Brahms from an idiomatic remark.
Notable Legal database query on artificial-lifeform rights precedent The Measure of a Man (2×09) Partial not stated No controlling precedent found — forces a first-principles ruling.
Routine "Computer, run fluidic sensor diagnostic." Data's Day (4×11) Success, routine not stated Data self-diagnoses alone in his quarters while feeding his cat. "Diagnostic complete. All systems functioning within normal parameters." Purely ambient.
Routine "Computer, create dance partner. Female. Begin music." Data's Day (4×11) Success, routine not stated Ordinary personal holodeck use — Data practices ballroom dancing ahead of a wedding. No malfunction.
Routine "Computer, a glass of water, five degrees." The Vengeance Factor (3×09) Success, routine not stated Riker replicates a cold drink for a visiting dignitary — a textbook mundane order.
Routine Database check on a delegation member's clan affiliation The Vengeance Factor (3×09) Success, negative result not stated "Clan affiliation is not within provided records." Routine administrative lookup during an investigation.
Routine Subsystem diagnostic + replicated iced coffee, back to back Aquiel (6×19) Success, routine not stated Geordi troubleshoots a monitor while his coffee replicates in the background — everyday multitasking across two shipboard systems.
Routine "Computer, display the Engineering duty roster for the next three days." Aquiel (6×19) Success, routine not stated Boilerplate shipboard admin, immediately followed by the plot turning dramatic — the request itself wasn't.

Devices & peripherals

Device Episode Description Notes
Bridge conn/ops panels Encounter at Farpoint (1×01–02) During a bridge tour, Picard and Wesley name and describe the specific stations by function: log entries, library computer access, viewscreen control, backup conn/ops, shield and armoury controls. "The panel on your right is for log entries, library computer access and retrieval, viewscreen control, intercoms…"
PADD Too Short a Season (1×16) / Lonely Among Us (1×07–08) Iconic use: Crusher hands Picard a medical PADD showing a patient's deterioration. Mundane use: young Wesley does physics homework on a PADD in his family's quarters — the franchise's first named on-screen PADD appearance. "Wesley is in the living area, working with a P.A.D.D.… quickly tapping commands into the P.A.D.D. and watching figures or diagrams change."
TNG-era tricorder Home Soil (1×17–18) Data and Geordi use a flip-top rectangular tricorder (a redesign from TOS's cylindrical unit) for a routine diagnostic scan of anomalous equipment lights. "Geordi applies his Tricorder" — a mundane check, not a dramatic reveal.
Combadge Datalore (1×13) Riker taps his chest insignia to answer an incoming hail from Tasha Yar — the clean, unambiguous "tap-to-hail" gesture that becomes standard for the rest of the franchise. "Riker touches his insignia" / "Come in, Lieutenant."

Claim verification

Claim Verdict Evidence
NLP: conversational, handles sarcasm reasonably well Not supported Opposite pattern shown — Booby Trap and Elementary, Dear Data are both caused by damaging over-literalism.
Storage: isolinear optical chips Supported Confirmed canon term, introduced The Naked Now (1×03).
Core architecture: redundant, cross-linked, warp-powered Partially supported Three redundant, cross-linked cores confirmed; "warp-powered" conflates the reactor with the compute core.
Onboard AI personality: Data handles most reasoning tasks Mischaracterized Data is an independent android with his own positronic brain; the ship's computer has a separate voice and persona.
Autonomous decision-making: moderate, escalates to command crew Supported 11001001's auto-destruct requires explicit, individually-verified voice authorization.
Moriarty sentience risk Supported Confirmed across both Moriarty episodes, including his own "cogito ergo sum" argument.
Authorization: bypassable by an annoyed officer Not supported Brothers shows a spoofed but formally valid voice code — the weakness is impersonation, not laxity.
Hostile takeovers: 9+ Can't verify (plausible) No canon tally exists, but a real count (Bynars, Iconian virus, Moriarty ×2, Lore/Data hijacks, Power Play possession, Borg intrusions) plausibly reaches this range.
Dedicated stellar cartography deck Supported Referenced across multiple TNG episodes, not just the Generations film.

Sources

  1. chakoteya.net, "Contagion" — chakoteya.net/NextGen/137.htm
  2. chakoteya.net, "11001001" — chakoteya.net/NextGen/116.htm
  3. chakoteya.net, "Elementary, Dear Data" — chakoteya.net/NextGen/129.htm
  4. chakoteya.net, "Ship in a Bottle" — chakoteya.net/NextGen/238.htm
  5. Memory Alpha — "Isolinear chip," "Computer core," "Stellar cartography"
  6. Jammer's Reviews — "11001001," "Brothers," "Booby Trap" episode analyses
  7. chakoteya.net, "Data's Day" — chakoteya.net/NextGen/185.htm
  8. chakoteya.net, "The Vengeance Factor" — chakoteya.net/NextGen/157.htm
  9. chakoteya.net, "Aquiel" — chakoteya.net/NextGen/239.htm
Coverage: deep pass, 8 notable + 6 routine instances (14 total) — first tier piloting deliberate routine-usage sampling; two additional episodes ("The Icarus Factor," "Cost of Living") were read in full and yielded no clean routine example, not included rather than stretched to fit

Terok Nor / Ops Station ~2369 · DS9

DS9 runs a Cardassian-built station computer, retrofitted with Starfleet systems after the occupation ended — a genuinely different product from the Enterprise-D's native Galaxy-class core, and the reason it's split out from the TNG tier here. This pass verified that claim directly (see Claim verification below) rather than leaving it as unsourced franchise background, and read eight further episodes across seasons 1, 2, 3 and 6 — a deliberate mix of episodes already known for computer/tech plots and ones that aren't — to bring routine, nothing-went-wrong station-computer usage up alongside the notable incidents.

Catalogued requests

Type Request Episode Outcome Time Notes
Notable Build a historical database on the Orbs from the Bajoran monastery's archives Emissary (1×01) Success 2 hours (stated) "I've had our computers set up to interface with their historical data banks." COMPUTER: "Requested function will require two hours to complete."
Routine Status check: are the Promenade food replicators working? Emissary (1×01) Failure not stated "I'm afraid they're all offline." The Cardassians stripped every valuable component before withdrawing — the station's opening baseline, not a malfunction.
Routine "Computer, orange juice." The Nagus (1×11) Success, routine not stated Jake orders breakfast in Sisko's quarters — a textbook mundane replicator request.
Routine "Computer, locate Jake Sisko." The Nagus (1×11) Success, routine not stated "Jake Sisko is in cargo bay fourteen." Ordinary station-wide locate query.
Notable Review all off-station information requests about Major Kira in the last eight months Duet (1×19) Success not stated Odo's records search, cross-checked against a medical-history query, confirms the suspect himself had requested information on Kira — key evidence in the investigation.
Routine Replicate an antique subspace-transceiver part from an old design file Whispers (2×14) Success, routine not stated "I replicated it. I found the design in a really, really, old data file in the library programme." Jake's science-project hobby use — no malfunction.
Notable O'Brien tries to review his own station logs Whispers (2×14) Escalated, bypassed not stated "Access denied… Station logs after stardate 47569.4 are restricted," despite O'Brien holding level-one clearance. Turns out to be a security trap laid inside the computer subroutine, part of the conspiracy against him.
Routine Cardassian recipe found pre-loaded in the food replicator's memory bank Cardassians (2×05) Success, unintended not stated "I found some Cardassian recipes in the memory bank of our food replicator." Years into Starfleet operation, the original Cardassian data is still sitting in station hardware.
Notable Cross-reference Bajoran orphan adoption records by age, sex and year Cardassians (2×05) Aborted not stated GARAK: "Computer, set up a data bank, cross-referencing age groups, sex and year of adopt." BASHIR (immediately): "Computer, disregard that request and shut down all engines." The computer complies instantly with the override, no argument from either command.
Notable Search passenger manifests for a would-be assassin Improbable Cause (3×20) Negative result not stated Garak works Odo's security console through recent arrival records; finds no match. "This could take forever" — a slow, unglamorous database trawl dressed up as a spy-thriller scene.
Routine "Computer, what day is it?" In the Pale Moonlight (6×19) Success, routine not stated Sisko forgets the stardate mid-log; the computer supplies it instantly ("51721.3").
Notable "Computer, erase that entire personal log." In the Pale Moonlight (6×19) Success, no confirmation not stated The episode's famous closing line. The computer deletes a captain's self-incriminating confession on a single spoken command — no prompt, no audit trail shown.
Notable Holosuite spy-fiction program malfunction during a transporter accident Our Man Bashir (4×10) Escalated, resolved not stated Only the crew's physical transporter patterns were stored in the holosuite; their neural patterns were too large and were scattered across the whole station's memory instead.

Devices & peripherals

Device Episode Description Notes
Ops command consoles / Sisko's office Emissary (1×01) Sisko's office sits on a raised platform above the Ops floor — deliberately hierarchical Cardassian layout, not a Starfleet ready-room design. Systems are shown mid-retrofit, not a finished swap. "So all others have to look up with respect. Cardassian architecture."
PADD The Nagus (1×11) / Cardassians (2×05) Ordinary clutter and schoolwork media: Jake picks PADDs up off his floor, Nog stacks them at Quark's, students submit homework PADDs, Rugal is shown simply reading one at home. "Let's take out our homework PADDs." / "My PADD was stolen."
Tricorder Whispers (2×14) / Emissary (1×01) O'Brien uses a tricorder to navigate a rock-cut tunnel — routine wayfinding, not a medical or first-contact scene. Dax separately scans an Orb with hers. "(O'Brien beams down into a tunnel cut through rock, and uses the tricorder to find his way.)"
Combadge Whispers (2×14) O'Brien tries to use his own combadge to have the station computer lock onto him for emergency transport — denied, and he discards it, incidentally confirming its standard tracking/comm function. "Computer, lock on to my comm. badge…" / "Unable to complete request."

Claim verification

Claim Verdict Evidence
Station computer is Cardassian-built, not native Starfleet Supported Memory Alpha's "Operations center" article confirms Ops on Terok Nor/DS9 follows Cardassian architectural design — distinct from a starship bridge layout. On screen, Emissary has Sisko note the "Cardassian architecture" directly and O'Brien struggling with an unfamiliar ODN layout he didn't design.
"Retrofitted with Starfleet systems" implies a clean replacement Partially supported The retrofit was a patchwork, not a swap. Emissary opens with replicators offline and components stripped; two seasons later, Cardassians (2×05) shows a station replicator still running on its original Cardassian recipe memory bank; Empok Nor (5×24) establishes that some Cardassian hardware — "manifolds use a beta-matrix compositor which can't be replicated" — remains permanently incompatible with Federation replication technology. Production designer Herman Zimmerman also described the interior as built to feel "not necessarily understood by our Starfleet personnel," per Memory Alpha's "Terok Nor type" background section.

Sources

  1. chakoteya.net, "Emissary" — chakoteya.net/DS9/401.htm
  2. chakoteya.net, "The Nagus" — chakoteya.net/DS9/411.htm
  3. chakoteya.net, "Duet" — chakoteya.net/DS9/419.htm
  4. chakoteya.net, "Cardassians" — chakoteya.net/DS9/425.htm
  5. chakoteya.net, "Whispers" — chakoteya.net/DS9/434.htm
  6. chakoteya.net, "Improbable Cause" — chakoteya.net/DS9/465.htm
  7. chakoteya.net, "In the Pale Moonlight" — chakoteya.net/DS9/543.htm
  8. chakoteya.net, "Empok Nor" (claim verification only) — chakoteya.net/DS9/522.htm
  9. chakoteya.net, "Our Man Bashir" — chakoteya.net/DS9/482.htm
  10. Memory Alpha — "Operations center" (Cardassian design section), "Terok Nor type" (Designing the station — interior)
Coverage: 7 notable + 6 routine instances (13 total), up from 1 — the Cardassian-retrofit claim is now independently verified rather than assumed. One further episode, "Trials and Tribble-ations" (5×06), was read in full for this pass and yielded no on-station example: it's set almost entirely aboard the historical Enterprise and the Defiant, not DS9's own Ops, so it's excluded rather than stretched to fit.

Intrepid Class 2371 · VOY

Voyager's tier leans hardest on the Doctor, and the comparison page previously handed his personal traits to the ship's computer in general. Where a claim is specifically about the EMH, though, the three-season personhood arc is exactly as well-documented as advertised. A routine-usage pass added everyday replicator, terminal, sickbay, and holodeck-scheduling use to counterweight the original crisis-driven catalogue.

Catalogued requests

Type Request Episode Outcome Time Notes
Notable Diagnose & cure bio-neural gel pack infection Learning Curve (1×15/16) Success not stated Bacteria from Neelix's cheese traced into ship's bio-circuitry; cured by heat-sterilizing the gel packs. Establishes them as fragile, not self-healing.
Notable Run "Captain Proton" holonovel Bride of Chaotica! (5×12) Partial not stated Photonic aliens mistake the 1930s pulp program for a real battleground.
Notable Doctor's opera-singing side career Virtuoso (6×13) Partial not stated Granted, then reversed when an alien species replaces him with a better singer.
Notable Run/edit the "Fair Haven" holoprogram Fair Haven / Spirit Folk (6×11/17) Success not stated Janeway personally edits a character file.
Notable Build the Astrometrics lab Revulsion → Year of Hell (4×05 → 4×08) Success not stated Season 4 addition — not present seasons 1–3.
Notable Replicate real coffee under energy rationing The Cloud (1×05) Denied not stated Janeway rationed to a substitute.
Notable Extract a Borg transwarp coil Dark Frontier I–II (5×15/16) Success (temporary) 72 hrs cited for sphere shields, not the task Shaves ~15 years off the journey before burning out.
Notable Resolve the Doctor's ethical-subroutine feedback loop Latent Image (5×11) Failure, then partial not stated Initial fix erases his memory of a failed patient, later reversed.
Notable Adjudicate the Doctor's authorial/publishing rights Author, Author (7×20) Partial "Several days" for the hearing Ruled not yet a legal "person," but does hold an artist's rights over his work.
Notable Transmit the EMH program to Earth to treat Dr. Zimmerman Life Line (6×24) Success not stated Compressed and sent via the Pathfinder subspace link.
Notable Open overflow triage on the holodeck Deadlock (2×21) Success not stated Doctor runs Sickbay and Holodeck 2 simultaneously.
Notable Refuse the Tuvix separation procedure Tuvix (2×24) Refused by EMH not stated Cites medical ethics; Janeway performs the procedure herself.
Routine Replicated drink order during a casual cabin visit Eye of the Needle (1×06) Success, routine not stated "Computer, one spinach juice with a touch of pear and one cup of vegetable bouillon." Ordinary hospitality, no rationing conflict.
Routine EMH activation for a non-emergency personal conversation Eye of the Needle (1×06) Success, routine not stated Janeway activates the Doctor just to check on him; he complains about being casually deactivated between calls — a quiet HR-style chat, not a crisis.
Routine Use of an engineering diagnostic terminal for routine research Investigations (2×15) Success, routine not stated "Do you mind if I use the diagnostic terminal over there?" A casual, immediately-granted access request.
Routine Routine sickbay scan of a chronic hypochondriac Good Shepherd (6×19) Success, routine not stated "A typical deviation easily prompted by emotional stress… You have not been infected by a prion." Textbook non-event diagnostic, played for comedy.
Routine Holodeck program scheduling / personal recreation booking Drive (7×02) Success, routine not stated "I've already booked a tee time" — the Doctor and Torres negotiate competing holodeck reservations for golf vs. a weekend getaway.

Devices & peripherals

Device Episode Description Notes
Engineering console / gel-pack panels + Astrometrics displays Learning Curve (1×16) / Revulsion (4×05) Wall-mounted conduit panels crew physically swap gel packs at during the season 1 infection crisis; Astrometrics' large-scale stellar cartography display is confirmed as a season 4 addition, not present since launch. "Those gel packs run half the critical systems on this ship… we can't replicate new ones." A rare case where hardware scarcity is explicitly the point.
PADD Learning Curve (1×16) / Hunters (4×15) Mundane: Tuvok hands out PADDs with study assignments. Notable: PADDs become the delivery medium for three years of backlogged personal mail once Voyager briefly taps a relay network home. No on-screen evidence found of PADD scarcity/rationing despite being 70,000 light-years from resupply — a real gap, not glossed over.
Tricorder Phage (1×05) Neelix studies his "tricorder operations manual" as routine training; Kim analyzes tricorder sensor logs from an away mission; the EMH calls for a pulmonary scanner during a medical emergency. "I've been studying my tricorder operations manual" — establishes it as routine-issue gear even non-Starfleet crew must learn.
Combadge Message in a Bottle (4×14) / Hunters (4×15) No combadge-specific malfunction or workaround was found. The Delta Quadrant communication-limit plot is about the ship's long-range array, not the personal combadge, which functions unchanged from TNG-era use throughout. Reported honestly as the thinnest category rather than stretching the ship-level relay-network plot into a combadge-specific claim.

Claim verification

Claim Verdict Evidence
NLP: conversational, plus EMH bedside manner Mischaracterized "Bedside manner" is a Doctor-specific, individually-tuned subroutine, not a trait of the ship computer's general NLP.
Storage: bio-neural gel packs Supported Established Intrepid-class tech, distinct from isolinear chips.
Processing redundancy: self-healing gel pack clusters Not supported Learning Curve shows gel packs vulnerable to infection/damage — the opposite of self-healing.
EMH overrides orders on medical grounds Supported Tuvix: refuses the separation procedure outright on ethical grounds.
EMH exceeded runtime, developed full personhood Supported Latent Image → Life Line → Author, Author is a real, well-documented three-season arc.
Holodeck doubles as emergency medical bay Supported Deadlock: simultaneous triage in Sickbay and Holodeck 2.
Command codes, Borg-hardened by Seven of Nine Not supported Seven's documented contributions are Astrometrics and the Dark Frontier heist — no episode found where she hardens computer security specifically.
Hostile takeovers: 5+ Partially supported Kazon literally seize the ship in Basics I–II; the Borg/parasite framing is shakier.
Astrometrics added S4, real-time mapping Supported Confirmed Season 4 addition, absent seasons 1–3.

Sources

  1. chakoteya.net transcript archive — "Message in a Bottle," "Basics," "Projections" (chakoteya.net)
  2. Memory Alpha — "Learning Curve," "Astrometrics," "Life Line," "Author, Author," "Latent Image," "Deadlock," "Tuvix," "Dark Frontier," "Fair Haven," "Virtuoso," "Bride of Chaotica!"
  3. chakoteya.net, "Eye of the Needle" — chakoteya.net/Voyager/106.htm
  4. chakoteya.net, "Investigations" — chakoteya.net/Voyager/215.htm
  5. chakoteya.net, "Good Shepherd" — chakoteya.net/Voyager/619.htm
  6. chakoteya.net, "Drive" — chakoteya.net/Voyager/702.htm
Coverage: deep pass, 12 notable + 5 routine instances (17 total). Three further episodes ("Favorite Son," "Random Thoughts," "Gravity") were read in full for the routine-usage pass and yielded nothing on-topic, excluded rather than stretched.

La Sirena / Starfleet HQ 2399–2401 · PIC

Picard-era ships run a fleet of separately-personalitied, EMH-lineage holograms (Emil, Enoch, Emmet, Mister Hospitality, Ian aboard La Sirena), all modeled on Rios — a holographic-crew model closer to Voyager's Doctor than to a unified sentient AI like Zora. This pass covered all three seasons; a genuine gap remains in season 3, where recap coverage is overwhelmingly plot-critical (the Enterprise-D's revival, a Borg takeover) and no clean routine computer moment could be sourced.

Catalogued requests

Type Request Episode Outcome Notes
Routine Replicator tea order Remembrance (1×01) Success, routine "Tea. Earl Grey. Decaf." — Picard's now-decaf variant on the classic TNG order.
Notable Pull security footage/database on the Dahj attack Maps and Legends (1×02) Anomaly found The index sorting the footage had been deliberately deleted, though raw data remained; Laris taps the computer's ID heuristics to trace it — first sign of external tampering.
Routine Navigation sensor status check The End is the Beginning (1×03) Success, routine Enoch (the Emergency Navigational Hologram) reports sensors restored to max range — same base template as Emil, different accent/role.
Notable Activate weapons control under fire Absolute Candor (1×04) Success Rios activates Emmet (Emergency Tactical Hologram) to run phasers while he pilots, under attack from a Bird-of-Prey.
Routine Replicator wine request Broken Pieces (1×08) Denied "You disabled alcohol service from your quarters two days ago… locked yourself out of override, and out of meta-override." Mister Hospitality correctly enforces a restriction Raffi herself set.
Routine Ship repairs Broken Pieces (1×08) Success, routine Ian (Emergency Engineering Hologram, Scottish accent) handles ordinary engineering fixes.
Notable Combat with safety protocols overridden The Star Gazer (2×01) Success Emmet fights Fenris Ranger pirates alongside Seven of Nine with safety protocols disabled — holograms reconfigured for lethal force, not just utility.
Notable Ship-computer interface hijacked via the Borg Queen Assimilation (2×03) Compromised Jurati allows partial assimilation, linking to both the Queen and La Sirena's computer; steals coordinate data and has the computer read it back.
Notable Security console accepts forged identification Two of One (2×06) Bypassed Jurati uploads forged 2024-era IDs to a gala security terminal, letting the team infiltrate — 21st-century tech, but the same "computer trusts falsified credentials" pattern seen elsewhere in the franchise.
Notable Reactivate a decommissioned starship's computer The Bounty (3×06) Success The mothballed Enterprise-D's computer, still running its original, decades-out -of-date crew manifest, formally identifies Picard as captain on reactivation. Geordi calls the ship "analog" — deliberately unlinked from the Starfleet mainframe.
Notable Diagnostic/reactivation of a dormant positronic matrix Dominion (3×07) Success, escalates Ensign La Forge runs padd diagnostics on the dormant Daystrom M-5-10 golem; powering it up surfaces four partitioned identities (Data, Lore, Soong, B-4) fighting for control — a positronic/android computer, not the EMH-hologram lineage, but the same era's "computer with a personality problem."
Notable EMH auto-activates for a psychiatric emergency Stardust City Rag (1×05) Success Confirms Picard-era systems are EMH-lineage holograms, not a Zora-style unified AI.

Devices & peripherals

Device Episode Description Notes
La Sirena holographic piloting controls / Enterprise-D's "analog" bridge Remembrance (1×01) / The Bounty (3×06) La Sirena is piloted largely through holographic controls around the captain's chair, on a non-Federation freighter retrofitted with Federation tech. By contrast, the mothballed Enterprise-D is deliberately chosen in season 3 because its older, self-contained hardware isn't networked into the Starfleet mainframe the Borg have compromised. "With all of Starfleet compromised, Picard and his old crew needed a ship not connected to the rest. Something more 'analog.'"
Pocket PADD Nepenthe (1×07) Kestra Troi-Riker uses a small pocket PADD to covertly text a family friend under the dinner table — ordinary civilian use, not a mission-critical one. A kid using a handheld device essentially like a phone.
Medical tricorder The End is the Beginning (1×03) Rios's EMH uses a standard medical tricorder to treat a shrapnel wound in sickbay — routine diagnostic use, no redesigned or era-distinct prop found. Appears to continue the late-TNG-era tricorder form factor rather than introducing a new design.
Comm pins (ship-branded combadge) Absolute Candor (1×04) / Mercy (1×08) Picard, Rios, and Seven wear La Sirena-branded comm pins rather than a standard Starfleet arrowhead — functionally identical technology, customized per-ship. Active-duty Starfleet personnel wear a separate "SF 2399" combadge design. No evidence found of the combadge being replaced by anything more advanced by 2399–2401 — the form factor persists, only re-skinned.

Sources

  1. ScreenRant, "Every Hologram On Rios' Ship" (La Sirena hologram roster)
  2. Episode recap/analysis coverage of Picard 1×05 "Stardust City Rag"
  3. Memory Alpha — "Remembrance," "Maps and Legends," "The End is the Beginning," "Absolute Candor," "Emmet," "Broken Pieces," "Mister Hospitality," "Two of One," "Dominion" episode/character pages
  4. Metawitches, recap of "Remembrance" (1×01)
  5. Women at Warp, recap of "The Star Gazer" (2×01) and "Assimilation" (2×03)
  6. Den of Geek, review of "Assimilation" (2×03)
  7. Nerdist, on the Enterprise-D's return; StarTrek.com recaps of "The Bounty" (3×06) and "Dominion" (3×07)
Coverage: deep pass, 8 notable + 4 routine instances (12 total), up from 1 — recap/review-sourced throughout since chakoteya.net doesn't cover Picard; season 3's routine-usage coverage is a genuine gap, reported honestly rather than padded

USS Discovery, Zora Class 3189+ · DISCO S3+

Zora's personality emerges after merging with "Sphere data" late in season 2, develops across season 3, and is legally recognized as a sentient lifeform in one specific episode — "…But to Connect" — not over a vague season-long arc, and not the same entity as Control from season 2. This pass deliberately looked past the franchise's own favorite Zora highlight reel for ordinary, nothing-went-wrong exchanges — a status-style database lookup and two casual, non-crisis conversations turned up alongside the more dramatic, already-famous moments.

Catalogued requests

Type Request Episode Outcome Time Notes
Notable Get the Dark Matter Anomaly creators' coordinates Disco 4×07 "…But to Connect" Refused not stated Zora declines, warns the crew would likely die — triggers a formal sentience/rights hearing that rules her a new lifeform.
Notable Care for a marooned soldier over an unstated span Short Treks "Calypso" Success not stated Equips a warp shuttle and suit so he can attempt the journey home. The episode's setting is deliberately ambiguous but generally understood as a far-future point compatible with the Zora era, possibly beyond it.
Routine Furnish/reconfigure a Federation HQ office Disco season 3–4 Success not stated Programmable-matter furniture and holographic displays — a passive furnishing feature, not a "computer request" transaction.
Routine First unprompted personality display: recommends the crew "share a meal" Disco 3×04 "Forget Me Not" Success, routine not stated The computer's voice shifts to Annabelle Wallis and it chats with Saru about classic cinema, name-checking Charlie Chaplin and Buster Keaton — a casual, low-stakes exchange, not a crisis; generally read as the first visible sign of what becomes Zora's personality.
Routine Burnham asks the computer for personal guidance on a crew decision Disco 4×02 "Anomaly" Success, routine not stated In a holodeck recreation of Ni'Var, Burnham addresses the computer by the name it chose for itself, Zora, and asks who should pilot Book's ship. Burnham: "You feel emotions?" Zora: "It is a recent development." An ordinary conversational request, not a mission-critical one.
Notable Guide Discovery out of a subspace rift while overwhelmed by fear Disco 4×06 "Stormy Weather" Success, with damage not stated Zora experiences fear for the first time, overwhelmed by her backlog of unfulfilled daily tasks, and worries the crew can't trust her — but ultimately helps fly the ship to safety alongside Burnham; Discovery takes heavy damage.
Routine Identify a ship-propulsion detail from Federation records Disco 5×02 "Under the Twin Moons" Success, routine not stated Zora notes that the Promellians used Lang Cycle fusion drives — a fact originally established in TNG's "Booby Trap" — to assist the away team's investigation. Ordinary database lookup, no drama attached.
Notable Covertly patched to avoid detecting a smuggled, cloaked ship Disco 4×11 "Rosetta" Compromised not stated Tarka installs a patch in engineering, with Tarka and Book biosign-masked, so a cloaked ship can be smuggled aboard Discovery's hull undetected — a rare depicted instance of Zora's sensors being deliberately defeated.
Notable Provide the spacetime math needed to break a recursive time loop Disco 5×04 "Face the Strange" Success not stated In a ~3218 future timeline, an alone, "Que Sera, Sera"-listening Zora believes Burnham and Rayner's arrival is "another dream," then maps the time jumps to a spacetime diagram so Stamets can build a chroniton stabilizer.

Devices & peripherals

By the 32nd century, three of the four device categories below have consolidated into a single wearable — a genuine in-universe design choice, not a research gap.

Device Episode Description Notes
Programmable-matter console/bridge That Hope Is You, Part 2 (3×13) Discovery's bridge stations and controls rebuilt using programmable matter — nanomolecules that reconfigure into different console shapes and reportedly adapt to a user's bio-signs. Routine counterpart: Federation liaison Sahil's office furniture is also programmable matter (Die Trying, 3×05).
Tricom/delta badge (PADD function) Scavengers (3×06) A new oval combadge issued to the crew functions simultaneously as combadge, holoPADD, tricorder, and personal transporter, projecting holographic displays rather than requiring a separate tablet. No standalone PADD device found for this era — a real consolidation, not a research failure. Compared explicitly to a smartphone in coverage.
Tricom badge (tricorder function) / retinal implant tricorder Scavengers (3×06) / Whistlespeak (5×06) The badge's scanning function activates via a squeeze-and-pull gesture. A further evolution — a tricorder implanted in the eye — is used for discreet scanning on a pre-warp world, a routine reconnaissance task rather than a crisis. Burnham and Tilly are fitted with retinal tricorder implants so they can scan without being detected by the locals.
Tricom/delta badge (communicator function) Scavengers (3×06) Worn in the traditional combadge position; still combadge-based rather than a separate handheld unit, with communicator and universal-translator functions retained alongside the newer capabilities. Open question, not resolved either way: whether holo-communication (already available this era for ship-to-ship/viewscreen use) ever replaces the personal, individual-to-individual channel.

Claim verification

Claim Verdict Evidence
Zora — fully sentient, evolved from the base computer Supported Confirmed Discovery-only, seasons 3–4.
Autonomous decision-making: high, independent judgment calls Supported The coordinates refusal, directly on screen.
Full sentience by design; season-long ethics crisis logged Mischaracterized (corrected) Conflated Zora with Control, a separate hostile S2 AI. Zora's personhood debate is concentrated mainly in one episode (4×07), not season-long — corrected on the comparison page.
Storage medium: programmable matter + mycelial data relays Not supported The mycelial network is a navigation medium for the spore drive, not depicted as data storage.
Hostile takeovers: 3+ (Control AI, Section 31, rogue synths) Overstated Control and "Section 31" are the same incident double-counted; the Mars synth attack is a robotics uprising, not a ship-computer compromise.
Authorization: biometric + AI judgment layer, can refuse orders Supported Directly evidenced by the coordinates refusal.

Sources

  1. Memory Alpha, "Zora"
  2. Memory Alpha, "Control"
  3. Memory Alpha, "Attack on Mars"
  4. Memory Alpha, "Mycelial network"
  5. Memory Alpha, "Calypso (Short Trek)"
  6. ScreenRant, "How Discovery's Zora Fulfills Star Trek's Core Mission"; TVInsider/CBR recaps of "…But to Connect"
  7. Den of Geek, "Star Trek: Discovery's Sentient Computer Zora Is One of Season 3's Best Mysteries" (Forget Me Not, 3×04)
  8. ScreenRant, "Star Trek: Discovery's Zora Risks Repeating a Season 2 Villain"; Women at Warp, recap of "Anomaly" (4×02)
  9. Den of Geek, review of "Stormy Weather" (4×06)
  10. TrekNews.net, review of "Rosetta" (4×11)
  11. TrekCore, review of "Under the Twin Moons" (5×02) and "Face the Strange" (5×04)
Coverage: deep pass, 5 notable + 4 routine instances (9 total) — brought up from a 3-instance moderate pass; recap/review-sourced throughout since chakoteya.net doesn't cover Discovery, so no direct-transcript quotes for this tier

Real World — Closed Source 2026 · Apple + Frontier LLM Subscriptions

This tier isn't dramatized canon, so it isn't subject to the episode-citation methodology used for the nine fictional tiers — it reflects publicly documented capabilities rather than a script. It represents the "just buy everything" strategy: the full proprietary ecosystem plus simultaneous top-tier subscriptions to the frontier assistants (Claude, ChatGPT, Gemini). Genuine AI sentience remains "unresolved and undemonstrated, not just roleplayed around".

Best case as of mid-2026 — the maxed-out card

Station Pick Notes
Main computer core Mac Studio (M3 Ultra, 256 GB unified memory) + Studio Display The 512 GB memory option quietly vanished from the configurator in March 2026 — even at this tier, the vendor decides what you're allowed to buy.
Bridge console MacBook Pro (M5 generation, maxed) Superb hardware; battery and RAM are glued and soldered, respectively.
Away-team kit iPhone Pro + Apple Watch Ultra + Vision Pro The closest 2026 gets to a tricorder, a comm badge, and a holodeck ticket.
Ship's computer voice Claude Max + ChatGPT Pro + Google AI Ultra, all at once Frontier-grade reasoning, multi-hour agents, real-time translation — metered monthly, revocable at any time, weights never leave the datacenter.

What this stack can't buy at any price: root access, schematics, a user-replaceable battery, or your data staying under keys you hold. The subscription is the product — cancel it and the ship's computer stops answering hails.

Real World — Open Source 2026 · Framework + Fairphone + Open-Weight LLMs

Also not canon, also exempt from the episode-citation methodology. This tier represents the open, repairable, privacy-first strategy: open-weight models run local-first on hardware you can open with a screwdriver, plus paid E2E-encrypted services with open-source clients (Proton, Signal). The dividing line from the closed column isn't price — both columns spend real money — it's who holds the keys and whether you can read the code. Hosted open-weight API endpoints exist and are cheap, but they count here only as a caveat: the moment your tokens leave the building, you're back to trusting someone else's datacenter.

Best case as of mid-2026 — the flagship refit

Station Pick Notes
Main computer core Framework Desktop (Ryzen AI Max+ 395, 128 GB unified memory) as an always-on local LLM server Up to ~96 GB assignable as VRAM — runs 70–120B-class open-weight models (Qwen3 / GPT-OSS / Llama family, Q4–Q5 GGUF) at genuinely usable speeds via llama.cpp or Ollama.
Bridge console Framework Laptop 13 (Ryzen AI 9 HX 370, 96 GB), Arch Linux + i3 Every board, port, and panel is a published, orderable part; the mainboard upgrades in place instead of becoming e-waste.
Personal communicator Fairphone (Gen. 6) with /e/OS factory-installed + Signal Five-year warranty, software support to 2033, and a battery that swaps without a heat gun.
Ship's library & comms Self-hosted NAS + Proton Unlimited (Mail / Drive / Pass / VPN, E2E-encrypted) Paid, not self-hosted — but zero-knowledge encryption and open-source clients keep the keys on your side of the airlock.
Security & ambient voice FIDO2 hardware key (Nitrokey-class, open hardware) + Home Assistant with a local Whisper voice pipeline "Computer, lights" works entirely on-LAN — no cloud wake word, no transcript leaves the ship.

Where it honestly lands: the local models are a step behind the frontier on the hardest reasoning, the voice pipeline adds a beat of latency the closed stack doesn't, and the integration polish is yours to build. In exchange, nothing in this loadout can be remotely bricked, silently retrained, or discontinued out from under you — and every claim it makes about privacy is auditable rather than promised.

Method & sources

  • Primary sources: the chakoteya.net full-episode transcript archive (covers ENT, TOS, TNG, DS9, VOY) and Memory Alpha, the Star Trek wiki, cross-checked against episode recaps for Discovery/Picard/SNW, which chakoteya.net doesn't cover.
  • Every tier now has a deep research pass with notable-vs-routine tagging throughout (9–17 verified instances) — NX-01, Discovery (early, S1–2), SNW, TOS, TNG, DS9, VOY, Picard, and Discovery (Zora class, S3+). This grew in two stages: an initial pass left five tiers thin (1–3 instances, no notable/routine distinction on any tier), then a dedicated routine-usage pass — reading full, not-already-famous episodes instead of searching for "interesting" moments — was applied to every tier in turn, including the four (TNG, TOS, VOY, NX-01) that were already deep but still 100% notable-incident-sourced beforehand. TOS is the starkest result: 6 of 11 episodes read specifically to find routine computer usage had none at all, a real property of that tier, not a research gap. Coverage depth still isn't identical across tiers (some episodes simply have thinner secondary-source coverage than others, honestly reflected in each section's coverage note), but every tier's ratio of notable-to-routine citations is now visible rather than hidden inside a flat instance count.
  • Two technical snags came up during research and were resolved: a WebSearch session rate limit (affecting ENT and TOS, resolved on retry) and a chakoteya.net TLS certificate handshake failure (worked around by fetching over plain HTTP).
  • "Time taken" is reported only when an episode states or clearly depicts a duration on screen; most requests genuinely have no stated time — that's an accurate reflection of the source material, not a data gap.
  • This is not an exhaustive census of every computer interaction across nine series — it's a citation-backed sample chosen for variety and verifiability, not completeness. Coverage grows over time through more targeted research passes, not a bulk transcript pipeline (see the scraping note below for why).
  • Notable-incident bias: search-driven research finds Moriarty before it finds the fifty boring "Computer, time to arrival?" exchanges, because only incidents get written about. Left uncorrected, that skews every tier toward dramatic malfunctions and away from ordinary, nothing-went-wrong usage. Mitigation, applied going forward and first piloted on the TNG tier: pick a few episodes not already famous for computer-related plots, read each full transcript rather than searching for keywords, and require a minimum quota of routine requests per pass, not just notable ones. Each catalogued request below is tagged Notable or Routine so the ratio — and any remaining skew — stays visible instead of hidden inside a flat instance count.
  • Why there's no bulk pipeline: chakoteya.net's and st-minutiae.com's robots.txt files both explicitly disallow AI crawlers by name (GPTBot and others), even though the specific transcript directories used here aren't blocked for generic crawlers. Automated, systematic harvesting of hundreds of pages is exactly what that's aimed at, so this project doesn't do it — every citation above came from an individually-fetched page for a specific research question, the same access pattern a human reader or search engine already uses.
  • Verdict definitions: Supported a specific scene or line backs the claim · Partially supported the general idea holds but a detail is off, unattributed, or overstated · Not supported contradicted by, or absent from, the source material · Can't verify plausible but no citable on-screen source found.
  • Some Memory Alpha citations above link to the article's standard, predictable wiki address for a page the research explicitly named; not every individual link was re-verified live at publication time.