Tech Articles
Curated developer articles, tutorials, and guides – auto-updated hourly
Seth Wheeler4d ago • 6 min read
An AI Capture-the-Flag Tournament: What the Scoreboard Counted
A preliminary report concluded that models under 3B parameters cannot chain exploits. A later tourna...
#llm#measurement#security#benchmarks
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Seth Wheeler1d ago • 9 min read
Ranking Language Models by How Well They Spot Liars
I built a benchmark to rank language models on spotting liars, then ran 522 games of Mafia through i...
#llm#measurement#benchmarks#statistics
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The AI Downside4d ago • 6 min read
Why AI Benchmarks Mean Less Than You Think
Benchmark scores are the industry's favourite number and one of its least honest. Here is why the le...
#benchmarks#llms#evaluation#hype
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Charles1d ago • 4 min read
The Benchmarkpocalypse: Why AI Benchmarks Are Broken — and What Dan Luu Says We Should Do About It
Dan Luu just published "The Benchmarkpocalypse," a devastating analysis of why AI benchmarks are...
#ai#machinelearning#benchmarks#programming
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Peremptory1d ago • 2 min read
Labs are ditching factual knowledge for reasoning speed
Frontier models are dropping factual accuracy to gain reasoning efficiency. The tradeoff is starting...
#benchmarks#modelreleases#aistrategy#research
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Swapnanil Saha2d ago • 28 min read
Your Eval Is Leaking the Answer: Paths, Fixtures, Residue, and Your Own Git Identity
Five side channels that let a coding agent re-derive the fact your memory eval is meant to measure: ...
#evaluation#llm#benchmarks#testing
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Faith & Fact - Marky Mark6d ago • 3 min read
Grok 4.6 Walks On, Ties the Top Model in the World, and Charges Half Price
xAI's new flagship matches GPT-5.6 Sol on the Artificial Analysis Intelligence Index — 500K context,...
#grok#xai#modelrelease#benchmarks
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Dakota Liu5d ago • 4 min read
MiniMax H3 and the Free-Tier Trap: Run a 12-Prompt Gate Before You Switch
MiniMax H3 and the Free-Tier Trap: Run a 12-Prompt Gate Before You Switch 12 prompts....
#ai#llm#benchmarks#opensource
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Owen4d ago • 15 min read
DeepSeek V4 Pro 0813: Price, Open Weights, Benchmarks (2026)
V4 Pro 0813 scores 53 on Artificial Analysis at $0.06 per task, 5x under GLM-5.2. MIT weights are no...
#ai#deepseek#opensource#benchmarks
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Owen3d ago • 12 min read
GLM 5.3: Benchmarks, API Access, and Weights ETA (2026)
GLM 5.3 runs on the Coding Plan with 1M context, 128K output, Terminal Bench 3.0 improved to 28.3, w...
#ai#glm#benchmarks#opensource
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Kunal4d ago • 11 min read
Bun vs Node Performance 2026: Cold Start, Memory, WebSockets
Cold starts and memory decide your infra bill. WebSockets decide your tail latency. Here’s how Bun a...
#bunjs#node#benchmarks#performance
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Breach Protocol2d ago • 4 min read
Frontier agents produced three genuinely new ideas out of 252 attempts
A systematic evaluation of seven frontier models on 36 long-horizon research tasks found that agents...
#agents#evaluation#benchmarks#airesearch
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Breach Protocol1d ago • 4 min read
Frontier multimodal models still cannot build a 3D world, and a new benchmark says under 60 percent
VibeWorlding tests whether multimodal agents can turn a plain request into an interactive 3D scene e...
#multimodal#agents#3d#benchmarks
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Breach Protocol5d ago • 4 min read
A new terminal benchmark drops the best agent from 84 percent to 34
Terminal-Bench 3.0 launched with 74 tasks across seven domains, and the top agent scores 34.4 percen...
#benchmarks#agents#evaluation#coding
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Breach Protocol4d ago • 4 min read
Picking the right model per request beat always using the biggest one
A new routing framework that chooses a different model for each request outperformed the strongest s...
#routing#inferencecost#infrastructure#benchmarks
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Breach Protocol4d ago • 4 min read
A closed-loop benchmark caught nine world models forgetting the room
A new benchmark replaced scripted evaluation with an AI agent pursuing long-horizon goals inside gen...
#worldmodels#robotics#benchmarks#videogeneration
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Breach Protocol4d ago • 4 min read
Qwen3.8-27B shares its predecessor's bones, but not its contract
Alibaba's Qwen3.8-27B shipped with the same coarse architecture as Qwen3.6-27B, prompting accusation...
#openweights#qwen#localmodels#benchmarks
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Breach Protocol1d ago • 4 min read
A runbook, not a model, hit 95 percent on a live agent benchmark for 15 dollars
StateM reaches 95.3 percent raw accuracy on Terminal-Bench 2.1 across 445 trials without changing an...
#agents#harness#benchmarks#terminalbench
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Breach Protocol2d ago • 5 min read
Deepfake detectors for crisis video collapse once the clip gets reshared
A benchmark of 17,886 crisis videos found that a single round of ordinary resharing dropped the best...
#deepfakes#videogeneration#benchmarks#misinformation
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