AI Intelligence Archive

I love AI I used every single day. so this is not, by any means, an antiAI rant. quiet the opposite...

I set out to learn Amazon Bedrock AgentCore, AWS’s managed runtime for AI agents. So the plan is to...

AgentGPT pricing in 2026: free tier, $40/mo Pro, custom Enterprise — plus how the 25-loop cap and reliability decide what your money actually buys.

The best prompt I ever wrote was a README. What changed when I moved my conventions out of the chat window and into the files they describe.

A few months ago I dug out a box of family photos from the 80s. Most were faded, scratched, or had...

I built an arena where two AI agents fight over a network in real time. One of them refused the job. The other one started laying false trails.

A session commit reported success. The memory extraction produced zero memories. No error dialog, no...

I sat in on Margaret-Anne Storey's DORA community session last week, and she put a name on the thing...

GitHub Repository: https://github.com/13manmayarai-hash/omnicache-proxy (MIT Licensed) What...

Before asking an AI coding agent to “fix this bug,” there is one question worth asking first: Does...

One of our product levers is capped at three executions per ISO week. In week 2026-W35 the ledger...

Previously: 9 Bugs That All Looked Like a Working System · I Built an AI That Rewrites Its Own...

Three gotchas installing a plugin into someone else's agent This one is scoped tight:...

The discriminator between a membrane and a logger The first version of this test passed...

Lint is green. The bot left forty comments about naming. Somebody typed LGTM. Then billing...

The /journal skill from my breadcrumbs post is now a Claude Code plugin anyone can install. One glanceable callout per topic, colored by season with an icon for the weekday, three Notion calls per run. What it writes, how to set it up, and…

Before GPUs. Before neural networks. Before transistors were even a rumor. There was a hungry cat in...

Telegram exports two different shapes, and neither is the hard part. The hard part is packing messages under a 500k-word source cap and making the second run idempotent.

Every developer I know now runs an AI coding agent in something like auto-accept mode. Claude Code,...

Your coding agent finishes a task and tells you the tests passed. You accept the report. Later, when...

Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...

A review protocol that challenges the scheme first, then the code, then stops. Full prompt included.

I build and sell Reestri, a small catalog of paid Apify actors that answer one kind of question: who...

Speech brain-computer interfaces (speech BCIs) translate neural activity into language, offering a path towards restoring speech for people with paralysis and, more broadly, enabling new forms of natural human-computer interaction. Despite…

Recent web agents use world models for test-time action selection by sampling candidate actions, predicting the resulting web states, and ranking them with a ranker model or a Process Reward Model (PRM). These world models are typically tr…

We introduce the Graph Machine (GM), an architecture that maintains an $O(n)$-sized state and accesses it through sparse, dynamic routing. Unlike methods with fixed-size states or sparse but static routing, GM preserves $O(n)$ complexity i…

Ordinary differential equations (ODEs) underlie models in science and engineering, and many applications need derivatives of their solutions with respect to parameters. Ensembles of independent trajectories suit graphics processing units (…

Autonomous robots powered by deep learning face a fundamental auditability challenge: when incidents occur, investigators cannot reconstruct why the system made specific decisions. This paper presents TRACE (Transparent Reasoning Architect…

Harnessing naturally occurring feedback from user interactions offers a promising learning signal for Large Language Models (LLMs). However, recent studies suggest this feedback is inherently noisy and difficult to leverage effectively. We…

We study how far gradient descent (GD) can be accelerated by predetermined stepsizes in smooth convex optimization. Going beyond the classical $Ω(n^{-2})$ first-order oracle lower bound of Nemirovsky and Yudin, we prove an $Ω(n^{-1.6342})$…

LLMs are trained to generate natural language. However, various strands of evidence indicate that an LLM's externalized linguistic outputs and mechanistically-extracted linguistic features can be an unreliable lens for understanding intern…

Competitive programming has become a key test of large language model reasoning, with international competitions such as IOI and ICPC representing its most challenging settings. We present an end-to-end specialization pipeline combining la…

Stable 4-bit floating-point (FP4) pretraining is difficult because the E2M1 payload represents only a narrow range of magnitudes. NVIDIA's Transformer Engine \nv{} recipe addresses this with current-tensor scaling, a randomized Hadamard tr…

Meshfree methods such as smoothed particle hydrodynamics (SPH) with kernel corrections, radial basis function-generated finite differences (RBF-FD), and the local anisotropic basis function method (LABFM) construct discrete differential op…