INSTNCT engine line
INSTNCT names the first VRAXION reasoning engine surface instead of hiding the product behind generic AI language.
T1 REFLEX ENGINE
EXACT MODE
LOCAL-FIRST
INSTNCT
created & maintained by Daniel Kenessy/VRAXION
The local reflex engine
for known paths.
INSTNCT is the first VRAXION engine line: a T1 Reflex Engine for small, checkable local decisions. It selects a supported path, returns a bounded result, or refuses in Exact Mode. Public today is preview + SDK/docs; the runnable Proof Pack is still pending.
- Groundedobservable anchors
- Traceableinspectable path
- Boundedexplicit limits
- Testablerepeatable checks
02
engine scope
A local reasoning engine, not a hosted answer stream.
The T1 Reflex Engine is the named public target: local path selection, bounded output, and Exact Mode refusal before any broader AI claim. Public now: preview, SDK/docs tag, status docs, capability notes, and scoped benchmark notes. Not public yet: signed T1 binary, checksums, reproduction harness, raw timing logs, or refusal examples.
Exact Mode first
Supported paths answer, unsupported paths refuse, and speculative output must be visibly labeled before release.
Proof Pack before claims
Capability grows through scoped mechanisms, signed artifacts, checks, and public notes, not through broad claims ahead of evidence.
mode contract
Exact Mode refuses unsupported paths.
The engine contract is simple to judge: supported paths answer, unsupported paths refuse, and creative drift stays opt-in, bounded, and traceable.
Planned for the T1 Reflex Engine.
mode contract
exact by default
Refuse invention
Only seen-and-approved pattern transformations are emitted. No approved path means the engine returns a refusal instead of a fabricated answer.
query -> selector -> approved path -> bounded output
no approved path -> "i don't have this"
Bounded drift
Imagination is opt-in. The engine may compose beyond seen patterns, but the output is visibly creative and keeps an inspectable trace.
query -> selector -> composed path -> bounded output
drift budget enforced, trace stays inspectable
trust protocol
The Proof Pack should run locally. Verify before trusting it.
The first signed T1 Proof Pack is defined to make three properties directly testable. Until then, this page describes the verification target.
Designed for CPU and RAM baselines before larger accelerator paths matter.
- CPU + RAM
- baseline first
- 0 GPU
- T1 engine target
- edge-ready
- low-power direction
Local-first has to survive a disconnected network, checksum verification, and a local timing check once the signed artifact ships.
- pull wifi
- public artifact target
- 5 us
- selector-only preview
- planned
- reproduction harness
The current GitHub release tag is public-sdk-p11-20260629. It marks the public status record, not a runnable T1 binary.
- release tag
- public-sdk-p11-20260629
- static page
- no form fields
- artifact next
- watch release evidence
benchmark / 16k mixed-unique workload
selector speedup
~52x
This number is a scoped selector preview for a 16k mixed-unique workload, not a runnable product benchmark or public end-to-end latency claim. Public proof requires the signed artifact, checksum, harness, workload notes, and raw timing output. Benchmark notes.
the claim
Bounded-anchor behavior: the release claim.
The grounding problem is old and hard. The public claim is narrower than solving the whole field: INSTNCT outputs are framed as bounded-anchor behavior tied to checkable paths. Treat this as a verification target until the signed artifact and benchmark notes ship.
So the release has to carry the claim.
Ship the artifact and notes. Let people test it locally. Keep claims smaller than the reproducible evidence.
constraints / founder
founder-led, not committee-built.
ai-assisted, human-owned.
grounded. traceable. bounded.
reviewed. tested. release-gated.
claims ship with evidence, not vibes.
daniel kenessy / founder, vraxion
07
how it fits together
From input to bounded result.
These terms are conceptual until the artifact ships. Selector means the public verification target chooses an approved bounded path or refuses; it does not expose private engine internals.
observable path
input -> selector -> bounded path -> result/refusal
Input
A request enters the T1 Reflex Engine with an explicit mode and scope.
Selector
The target behavior is an approved path or a refusal, not an open-ended answer stream.
Bounded path
A checkable result path, not an open-ended probabilistic answer.
developer trail
The CLI block is a Proof Pack sketch.
The T1 Proof Pack target is concrete: a local command, a repeatable benchmark, and refusal behavior people can inspect without a hosted service. Today this block is a preview transcript for the intended verification flow, not a runnable CLI.
- offline mode first
- selector timing exposed
- unsupported answers refused
- release notes versioned in repo
$ instnct --mode exact --offline
network: disabled
surface: t1-reflex-preview
selector timing: see signed benchmark notes
baseline timing: see signed benchmark notes
unsupported-query: refused, no invention
mode: exact recall
preview command shape:
Proof Pack preview transcript only. These commands are not runnable today and remain examples until the signed T1 artifact ships.
09
engine note / T1
T1 Reflex Engine: the first local baseline.
T1 means the first INSTNCT engine tier: a planned local baseline for small, checkable reasoning before any broader capability claims, public artifact terms, or final license path.
Small engine, sharp contract.
The first target is a bounded local reasoning engine: select a path, return a bounded result, or refuse when unsupported.
T1 Reflex Enginelocal artifact targetProof Pack pending
Name the parts.
Public vocabulary stays concrete but safe: Path Selector, Exact Mode, bounded result, refusal, and Proof Pack. Deeper mechanism details wait for testable artifacts.
Path SelectorExact ModeProof Pack
scope
Open repo
Fast where known, honest where not.
T1 is intentionally bounded. The target behavior is quick on supported paths and conservative at the edge while the public Proof Pack is prepared.
10
roadmap
Ship the T1 Reflex Engine, then expand.
Direction, not promises. The order matters: make the first engine tier locally verifiable, then widen the map.
-
01
now
T1 Proof Pack
Stabilize the signed artifact path. Ship the smallest honest version with checksums, notes, and repeatable verification.
-
02
review
Separate-review extensions
Any skill-pack, wrapper, API, or hosted direction needs its own public review before it becomes availability language.
-
03
research
Research directions
Distributed or mesh ideas remain non-committed research; no product, data, or deployment claim is made here.
11
founder note / VRAXION
Founder-built engine work, verified in public slices.
VRAXION is the project identity named by Daniel Kenessy. Names, logos, icons, and trade dress are reserved where applicable under the public trademark notice.
Fast build loop, hard release gate.
AI-assisted development helps move quickly. Public engine claims still have to pass review, scope, and release evidence.
Make the T1 Reflex Engine practical to judge.
Ship the smallest honest version. Listen closely. Fix what breaks. Earn the next tier instead of claiming it early.
questions
Things people rightly ask.
INSTNCT is easiest to judge when the names stay simple: engine line, T1 Reflex Engine, Exact Mode, Proof Pack.
INSTNCT is presented as the first VRAXION engine line, with the T1 Reflex Engine as its first public target. It is scoped to avoid hosted LLM/model-wrapper dependencies. Final dependency disclosure belongs with the signed artifact; today, judge the page as an engine preview and pending Proof Pack.
The T1 Proof Pack is defined to make this simple: run the signed artifact locally, disable the network, run the benchmark/refusal script, and compare outputs. Until that artifact ships, this page describes the verification target.
Publicly, it means T1 Reflex Engine outputs are framed as bounded-anchor behavior tied to checkable paths. Mechanism details stay limited until signed artifacts make the claim testable.
Exact Mode is the refusal contract for unsupported answers. Creative or speculative output belongs in an explicit imagination mode, not hidden inside default answers.
This static page has no form fields, and its CSP blocks page-script network connections. Runtime telemetry claims belong with a signed artifact and release notes, not with this static preview page.
Right now, the public surface is SDK/docs plus this INSTNCT T1 Reflex Engine preview. You can inspect status, capability notes, benchmark scope, and release tags. You cannot run the signed T1 artifact yet.
No. The current public surface is status, SDK/docs, and the INSTNCT preview. The runnable engine artifact and license path are the same release event; until then, this page does not claim public engine implementation rights.
No public runnable T1 Reflex Engine artifact is available today. The first runnable release is defined as a Proof Pack: signed artifact, checksums, harness details, benchmark notes, and refusal examples.
release tracking
Watch the T1 Reflex Engine.
Proof Pack first.
No runnable T1 Reflex Engine binary is public yet. Watch the repo for the Proof Pack: signed artifacts, checksums, release notes, benchmark notes, and public updates.
Watch the repo
License terms
Current status
Capabilities
Delivery model
Surface policy
GitHub release: public-sdk-p11-20260629
Public SDK/docs ZIP: public-sdk-p11-20260629
Benchmark notes
Available now
Public SDK/docs release public-sdk-p11-20260629, tag ZIP, status docs, capability notes, and scoped benchmark notes.
Not yet available
Signed runnable T1 binary, checksums, reproduction harness, raw timing logs, and refusal examples.
This static page has no form fields and its CSP blocks page-script network connections. The tag ZIP contains the public SDK/docs snapshot only; it is not a runnable T1 artifact and excludes non-public implementation materials.