WebGPU, without the hype
Read the 2026 WebGPU changes through feature detection, fallback tests, and a measurable rendering workload.
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47 stories
Multi-agent work needs a contract
Use recent coordination research to compare agent teams under matched budgets and inspect the handoffs that fail.
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96 out of 100: reading a benchmark honestly
Preserve the archived 96-versus-95 result while designing paired trials, scorer audits, and a defensible next comparison.
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A day of work needs a readable record
Connect daily reports to operation traces, verified outcomes, and the work that still needs a handoff.
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A frontend stack is a set of boundaries
Choose hydration, interaction, and server authority around one measurable user workflow.
Read the storyA land token needs a real-world right
Map token events to legal rights and responsible parties, then test reconciliation with fictional parcels.
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A library needs a way back to the source
Combine preservation manifests, source provenance, and retrieval tests that handle corrections and changing facts.
Read the storyA proof check must be able to fail
Challenge evaluators with plausible errors and distinguish numerical checks, invariants, and formal proofs.
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A quote is a versioned decision
Keep quote acceptance atomic and reconcile retries, stale revisions, and payment events without changing the agreed terms.
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A real-time 3D release checklist
Tie capability checks, physical-device trials, and visual evidence to the exact application and asset build.
Read the storyA research roadmap with stop conditions
Evaluate tokenizer changes and prompt optimization through ablations, fixed budgets, and independent release gates.
Read the storyAI 3D generation needs an asset gate
Inspect current TRELLIS.2 exports, separate geometry from appearance, and measure accepted assets after runtime testing.
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AI game tools need a playable slice
Use agent research to improve playtesting while keeping the integrated game and human play experience visible.
Read the storyAI software work needs an evidence trail
Audit the evaluator, identify the tested artifact, and turn generated patches into reviewable software changes.
Read the storyAn AI research budget you can audit
Separate setup, training, inference, retrieval, and review costs before accepting an efficiency claim.
Read the storyAuthorization belongs at every boundary
Test tenant access, token audiences, delegated tools, and permission revocation at the moment an action executes.
Read the storyCollaborative 3D is a document problem
Design shared edits, local undo, conflict validation, and accepted checkpoints as explicit document operations.
Read the storyDesigning a WebGPU rendering pipeline
Use current Three.js pass contracts, attachment budgets, and isolated experiments for new WebGPU features.
Read the storyDiffusion speed needs an end-to-end measure
Evaluate LLaDA token editing and serving policies by time to an accepted result, including validation and repair.
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Digital twins need a validation loop
Connect current simulation tools to held-out physical trials, calibration boundaries, and uncertainty in the intended decision.
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Entities, components, and a building
Keep stable entity identity across packed buffers and compare incremental updates with a clean model rebuild.
Read the storyFrom reference to PBR material
Apply glTF material rules and test generated surface channels together under a consistent lighting fixture.
Read the storyFrom transcripts to research evidence
Turn a transcript archive into a dated source search, claim ledger, and set of testable research questions.
Read the storyGaussian splats are not CAD
Read recent reconstruction methods alongside held-out camera checks and independent dimensional evidence.
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Generative media needs a production brief
Compare new image models against a fixed brief and preserve provenance through the final edited asset.
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Governance is a working control
Follow policy through retrieval, memory, and delegated tools, then verify both denied and permitted outcomes.
Read the storyGPU memory is an ownership problem
Account for render attachments and loader lifetimes, then use resource ownership records to diagnose scene transitions.
Read the storyHouse ASI: a prototype with testable questions
Compare fixed roles and adaptive optimization without turning the archived prototype into an unsupported capability claim.
Read the storyKTX2 is a container, not a memory budget
Calculate the selected GPU block format and verify loader, transcoder, and texture quality as one delivery path.
Read the storyMemory that can explain its sources
Use recent memory research to evaluate changing facts, reusable procedures, consolidation cost, and correction propagation.
Read the storyMobile 3D starts with a budget
Combine demand rendering, conservative capability hints, and sustained interaction measurements on real devices.
Read the storyNatural language needs a configuration schema
Validate proposed commands, geometric meaning, and the saved configuration rather than trusting a fluent explanation.
Read the storyNPC intentions need action boundaries
Connect virtual-agent research to bounded character intentions, authoritative game actions, and reliable interruption handling.
Read the storyPhysics in the browser: define the simulation first
Choose body control deliberately and build fixed-step replay fixtures with Rapier's documented determinism conditions.
Read the storyProcedural terrain needs a stable world model
Version generated tiles, calculate partial updates correctly, and compare optimized compute against a portable reference.
Read the storyProtection must survive a difficult request
Test protective controls through tools, persistent memory, later sessions, and nearby legitimate requests.
Read the storyReact and 3D need different clocks
Account for React 19.2 view lifecycles while keeping transient scene updates separate from accepted configuration changes.
Read the storyRelease evidence for a 3D web app
Combine build provenance, transition traces, physical-device checks, and evidence tied to the final artifact.
Read the storySelf-improvement needs a held-out test
Compare GEPA and adaptive optimization under fixed constraints, then promote changes through an independent evaluation.
Read the storyShadows that explain the object
Tie shadow updates to scene changes and evaluate temporal effects through movement, edits, and camera discontinuities.
Read the storyShared memory needs room for disagreement
Preserve source relationships and corrections while testing changing state, repeated claims, and memory poisoning.
Read the storyThe art of recovering well
Budget retries across the complete operation and reconcile a durable result when its response is lost.
Read the storyThe canvas island: a full-stack boundary for 3D
Use Astro hydration boundaries to deliver readable content before the scene, with explicit readiness and recovery states.
Read the storyThe GPU marathon and the cost of uncertain state
Revisit the archived incident through resource retirement, device-loss handling, and evidence of the running version.
Read the storyWhat fifteen proof problems can tell us
Preserve the mixed QED-Nano pilot results while separating rubric scores, complete proofs, and formal checking.
Read the storyWhat the ASI review changed
Use current memory research to distinguish mechanisms and turn the archive's corrections into falsifiable repair tests.
Read the storyWho checks the watchdog?
Test the monitor against false success claims, missing evidence, delegated bypasses, and its own recovery failures.
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