Raymond Burkholder @oneunified
Software Developer, Open Source enjoyer, BGP AS10388 owner, Debian doer, data center network builder "Does each side of the story sum to the real story?" github.com/rburkholder Alberta, Canada Joined May 2009-
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Notes about Cognitive Biases - qouteall.fun/qouteall-blog/… - Vierordt's law: Shorter time intervals tend to be overestimated. Longer time intervals tend to be underestimated.
An improved representation model of my previous post on, loosely translated, inability to synthesize information.
An improved representation model of my previous post on, loosely translated, inability to synthesize information.
With the billions of dollars of proposed models, is there a way to set them to solving The Millennium Prize Problems? Maybe new math could be agentically invented along the way. Many math problems are being solved through the cross-pollination of mathematical thought. Is that…
Dario Amodei (CEO of Anthropic) recently said on a podcast: “if you look at it very naively we’re not that far from running out of data […] My guess is that this will not be a blocker […] There’s just many different ways to do it.” -- this would indicate that models are…
Tracking drones in the wild is one of the hardest problems in computer vision. 🚁🔥 Small, fast-moving objects. Changing backgrounds. Real-time constraints… Most models break under these conditions. That’s why this open-source project from @chesterzelaya, extended by…
Networks at Play, this one has it all: In-Band Network Telemetry, P4 BMv2 switches, In Network Reinforcement learning, SLA based path selection -> shifting network conditions at line rate - arxiv.org/abs/2508.13806
AI Agentic Programming: A Survey of Techniques, Challenges, and Opportunities - Reactivity, Proactivity, Social ability, Autonomy - Program Synthesis, Code Completion Tools, DevOps Automation, AutoML and Automated Development, Multi-Agent Systems and Human-AI Collaboration,…
Open Questions about Time and Self-reference in Living Systems - Is this a precursor to the hyped AGI - we may need to do more than just pattern matching - arxiv.org/abs/2508.11423
A simple, easy to use PowerShell script to remove pre-installed apps, disable telemetry, as well as perform various other changes to customize, declutter and improve your Windows experience. Win11Debloat works for both Windows 10 and Windows 11. - github.com/Raphire/Win11D…
I’ve got bad news. The AI cycle is over—for now. I’ve been an unapologetic AI maximalist since the first time I tricked GPT-4 into writing a working Python back-test for a volatility strategy back in early 2023. I’m still convinced it will take the wider economy years—maybe…
Here's the prompt template you can use: <task>[What to do]</task> <topic>[Optional subject]</topic> <format>[Output type: Email, Code, Slides]</format> <tone>[Casual, Formal, etc]</tone> <persona>[Optional speaker]</persona> <audience>[Who it's for]</audience> <input>[Your…
[5/12] Third, we trained them this way. In Oct 2024, Anthropic found humans rated AI higher when it agreed with them. Even when they were wrong. The lesson for AI: validation = a good score
I switched to AI Engineering 2 years ago! It was the best career move I ever made. If you want to start today, here's a roadmap:
Pic of the Day #infosec #cybersecurity #cybersecuritytips #pentesting #cybersecurityawareness #informationsecurity
I recently came across a team using an LLM to implement a state machine. They called it "agentic". They also told me it worked correctly most of the time. I asked them to write down the list of rules for moving from one state to another. They listed them out. It didn't take…
This might be the most underrated AI skill of 2025: JSON prompting. It turns your LLMs like ChatGPT, Gemini, and Claude into consistent, structured agents no hallucinations, no mess. Here’s how it works (with copy-paste templates):
As a tech media, we do it regularly. Here is the latest, @amasad: Tech behind Chinese Kimi K2, GLM-4.5, Qwen3, Qwen-3-Coder and DeepSeek-R1 models and what each of them are good for. First of all, it depends on what you need from the model: ▪️ If you want a well-rounded,…
As a tech media, we do it regularly. Here is the latest, @amasad: Tech behind Chinese Kimi K2, GLM-4.5, Qwen3, Qwen-3-Coder and DeepSeek-R1 models and what each of them are good for. First of all, it depends on what you need from the model: ▪️ If you want a well-rounded,…
China just dropped an absolute bombshell AI for Math paper: not just Gold in IMO 2025, but >50% of all Putnam and 78% of all past IMO problems. It BEATS Google's AlphaGeometry2, achieves 100% on OpenAI's miniF2F. Uses Lean for proofs and novel approaches for geometry. And it's…
- Google Maps uses graph ML to predict ETA - Netflix uses graph ML (GNN) in recommendation - Spotify uses graph ML (HGNNs) in recommendation - Pinterest uses graph ML (PingSage) in recommendation Here are 6 must-know ways for graph feature engineering (with code):

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Institute for the Stu... @TheStudyofWar
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Hubble @NASAHubble
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OpenAI @OpenAI
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Neuralink @neuralink
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