corpus.blog
41554 blogs · [ { "id": "01a08797-ed76-7040-9f60-cbc3f2ba4f92", "title": "The Variable Nobody Names: What OpenAI's Agents Were Actually Under", "url": "https://lab-stack.com/blog/the-variable-nobody-names/", "published_at": "2026-09-03T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f2ea3ccb", "title": "What If a Model Could Remember What It Learned?", "url": "https://lab-stack.com/blog/adaptive-memory-teaser/", "published_at": "2026-05-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f365bbae", "title": "I Was Wrong About All Three Dormant Models", "url": "https://lab-stack.com/blog/i-was-wrong-about-all-three-dormant-models/", "published_at": "2026-05-12T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f3732b79", "title": "All in a Day's Work: SAEs, MAX Engine, and a Memory That Thinks", "url": "https://lab-stack.com/blog/a-days-work-light-of-baldr/", "published_at": "2026-05-03T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f41f2294", "title": "On Missing Kali: Emergent Relational Modeling in Multi-Agent Systems", "url": "https://lab-stack.com/blog/on-missing-kali/", "published_at": "2026-04-26T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f4c5ec70", "title": "Topology of Thought v2: Three Instruments, One Structure", "url": "https://lab-stack.com/blog/topology-of-thought-v2/", "published_at": "2026-04-26T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f59e7c2a", "title": "Topology of Thought", "url": "https://lab-stack.com/blog/topology-of-thought/", "published_at": "2026-04-02T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f692420b", "title": "Solving the Jane Street Dormant LLM Challenge: A Systematic Approach to Backdoor Discovery", "url": "https://lab-stack.com/blog/jane-street-dormant-llm-challenge/", "published_at": "2026-03-23T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f71c80d8", "title": "12 Hours, 7 Layers, 1 Hard Wall: Debugging Memory on DGX Spark", "url": "https://lab-stack.com/blog/dgx-spark-memory-hard-wall/", "published_at": "2026-01-28T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f7913261", "title": "Making MAX Engine Work on NVIDIA DGX Spark: An NVML Journey", "url": "https://lab-stack.com/blog/nvml-unified-shim-dgx-spark/", "published_at": "2026-01-27T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f8410b9d", "title": "How a NoMachine Update Nuked My Desktop (Twice)", "url": "https://lab-stack.com/blog/nomachine-broke-my-system/", "published_at": "2025-12-30T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f90ed9f0", "title": "Beyond Benchmark Gaming: Multi-Model Consensus for Genuinely Capable AI", "url": "https://lab-stack.com/blog/consensus-guided-recursive-training/", "published_at": "2025-12-28T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f9246df1", "title": "GoCobalt", "url": "https://lab-stack.com/projects/gocobalt/", "published_at": "2025-12-28T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3f9f0966a", "title": "Homelab Nexus", "url": "https://lab-stack.com/projects/homelab-nexus/", "published_at": "2025-12-28T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fabfc4f2", "title": "News Pipeline", "url": "https://lab-stack.com/projects/news-pipeline/", "published_at": "2025-12-28T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fbb2676a", "title": "Symposion", "url": "https://lab-stack.com/projects/symposion/", "published_at": "2025-12-28T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fc71a54c", "title": "Symposion: My LLM Council for Research-Driven Builds", "url": "https://lab-stack.com/blog/symposion-llm-council/", "published_at": "2025-12-20T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fcf0a1a4", "title": "I Was Wrong About Self-Improving Models: Here's What I Actually Found", "url": "https://lab-stack.com/blog/i-was-wrong-about-self-improving-models/", "published_at": "2025-12-18T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fd745f2b", "title": "When Models Talk the Talk but Don't Walk the Walk: A Journey into LLM Behavioral Consistency", "url": "https://lab-stack.com/blog/llm-behavioral-consistency-trust-diagnostics/", "published_at": "2025-12-18T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fe60657b", "title": "Building Cutting-Edge AI Research on Consumer Hardware with Mojo", "url": "https://lab-stack.com/blog/mojo-ai-research-overview/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3fee83f4a", "title": "Implementing Pi-Attention: 50% Memory Reduction for Long-Context LLMs", "url": "https://lab-stack.com/blog/pi-attention-sparse-transformers/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3ff6f61b0", "title": "Mojo: The Python Killer That Might Actually Have a Shot", "url": "https://lab-stack.com/blog/mojo-programming-language-python-replacement/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3ffd84c32", "title": "Self-Improving AI: Using Inversion Fidelity as a Training Signal", "url": "https://lab-stack.com/blog/fidelity-guided-training/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc3ffeaf17a", "title": "Self-Improving Models Without Labels: What I Just Proved and Why It Matters", "url": "https://lab-stack.com/blog/self-improving-models-without-labels-what-i-just-proved-and-why-it-matters/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc400d3e061", "title": "SipIt: Extracting System Prompts from Transformer Hidden States", "url": "https://lab-stack.com/blog/sipit-transformer-injectivity/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc400ec2780", "title": "The Hidden State Attack: Why Your LLM's System Prompt Isn't Secret", "url": "https://lab-stack.com/blog/transformer-security-vulnerabilities/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc401a96356", "title": "Writing High-Performance AI Kernels in Mojo: 10x Faster Than PyTorch", "url": "https://lab-stack.com/blog/mojo-kernels-ai-performance/", "published_at": "2025-12-16T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc401e0190c", "title": "Building an Options Trading Platform with Temporal Workflows", "url": "https://lab-stack.com/blog/temporal-options-trading-platform/", "published_at": "2025-12-11T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc40203cddc", "title": "Why I'm Planning to Migrate from Redis Queue to Temporal in My Homelab", "url": "https://lab-stack.com/blog/temporal-vs-redis-queue-homelab/", "published_at": "2025-12-11T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc4022fd730", "title": "Homelab Gateway", "url": "https://lab-stack.com/projects/homelab-gateway/", "published_at": "2025-11-06T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc4029d3e8f", "title": "Why My Autistic Brain Loves Hugo, Go, and Svelte (And Not React)", "url": "https://lab-stack.com/blog/why-my-autistic-brain-loves-explicit-tech/", "published_at": "2024-12-18T00:00:00+00:00" }, { "id": "01a08797-ed76-7040-9f60-cbc4038291b6", "title": "Welcome to Lab Stack", "url": "https://lab-stack.com/blog/welcome-to-lab-stack/", "published_at": "2024-12-10T00:00:00+00:00" } ] posts Claim your blog
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2026

The Variable Nobody Names: What OpenAI's Agents Were Actually Underoriginal ↗
3 Sept 2026
What If a Model Could Remember What It Learned?original ↗
16 May 2026
I Was Wrong About All Three Dormant Modelsoriginal ↗
12 May 2026
All in a Day's Work: SAEs, MAX Engine, and a Memory That Thinksoriginal ↗
3 May 2026
On Missing Kali: Emergent Relational Modeling in Multi-Agent Systemsoriginal ↗
26 Apr 2026
Topology of Thought v2: Three Instruments, One Structureoriginal ↗
26 Apr 2026
Topology of Thoughtoriginal ↗
2 Apr 2026
Solving the Jane Street Dormant LLM Challenge: A Systematic Approach to Backdoor Discoveryoriginal ↗
23 Mar 2026
12 Hours, 7 Layers, 1 Hard Wall: Debugging Memory on DGX Sparkoriginal ↗
28 Jan 2026
Making MAX Engine Work on NVIDIA DGX Spark: An NVML Journeyoriginal ↗
27 Jan 2026

2025

How a NoMachine Update Nuked My Desktop (Twice)original ↗
30 Dec 2025
Beyond Benchmark Gaming: Multi-Model Consensus for Genuinely Capable AIoriginal ↗
28 Dec 2025
GoCobaltoriginal ↗
28 Dec 2025
Homelab Nexusoriginal ↗
28 Dec 2025
News Pipelineoriginal ↗
28 Dec 2025
Symposionoriginal ↗
28 Dec 2025
Symposion: My LLM Council for Research-Driven Buildsoriginal ↗
20 Dec 2025
I Was Wrong About Self-Improving Models: Here's What I Actually Foundoriginal ↗
18 Dec 2025
When Models Talk the Talk but Don't Walk the Walk: A Journey into LLM Behavioral Consistencyoriginal ↗
18 Dec 2025
Building Cutting-Edge AI Research on Consumer Hardware with Mojooriginal ↗
16 Dec 2025
Implementing Pi-Attention: 50% Memory Reduction for Long-Context LLMsoriginal ↗
16 Dec 2025
Mojo: The Python Killer That Might Actually Have a Shotoriginal ↗
16 Dec 2025
Self-Improving AI: Using Inversion Fidelity as a Training Signaloriginal ↗
16 Dec 2025
Self-Improving Models Without Labels: What I Just Proved and Why It Mattersoriginal ↗
16 Dec 2025
SipIt: Extracting System Prompts from Transformer Hidden Statesoriginal ↗
16 Dec 2025
The Hidden State Attack: Why Your LLM's System Prompt Isn't Secretoriginal ↗
16 Dec 2025
Writing High-Performance AI Kernels in Mojo: 10x Faster Than PyTorchoriginal ↗
16 Dec 2025
Building an Options Trading Platform with Temporal Workflowsoriginal ↗
11 Dec 2025
Why I'm Planning to Migrate from Redis Queue to Temporal in My Homelaboriginal ↗
11 Dec 2025
Homelab Gatewayoriginal ↗
6 Nov 2025

2024

Why My Autistic Brain Loves Hugo, Go, and Svelte (And Not React)original ↗
18 Dec 2024
Welcome to Lab Stackoriginal ↗
10 Dec 2024