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  • AI News & Updates
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4 Min Read
Artur Markus
onSeptember 10, 2026

SGLang 0.5.19 in Practice: Beam Search, a Faster Cold Start, and What Still Breaks

SGLang’s 0.5.19 headline is beam search, and it will not run on a disaggregated deployment with speculative decoding. The change I would…
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  • AI Model Comparisons
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7 Min Read
Artur Markus
onSeptember 9, 2026

AI Model Leaderboards: Myth vs Reality, 2 Votes Flipped #1 and 78% of Codeforces Was in Training

“Dropping just a handful of preferences can change top large language model rankings.” That is the title of an ICLR 2026 poster…
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6 Min Read
Artur Markus
onSeptember 8, 2026

Manifold Security Finds 8 GitSpawn Flaws in 7 AI Coding Agents: All 7 Failed, 4 Unpatched

Seven CLI coding agents were tested against the same trick. Seven failed, and four of the eight findings were still unpatched the day the…
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6 Min Read
Artur Markus
onSeptember 7, 2026

McKinsey: 32% of Companies Killed a Software Purchase Because Coding Agents Could Build It

Cancelling a purchase order is not the same as saving money, and the 2026 numbers show where the difference went. Nearly a third of…
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9 Min Read
Artur Markus
onSeptember 7, 2026

Copilot vs Cursor vs Claude Code: The Honest Cost Comparison After the September 1 Pricing Reset

Nobody raised a seat price on September 1. Copilot Business still costs $19. Your bill went up anyway, because the meter moved instead of the sticker.
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8 Min Read
Artur Markus
onSeptember 6, 2026

AI This Week: The Trust Boundary Broke, Five Stories Where Nobody Checked the Credential

What does an MCP server shipping without auth have in common with 15 fake JetBrains plugins and a benchmark score that swings nine points on…
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8 Min Read
Artur Markus
onSeptember 5, 2026

The G20 Just Endorsed ‘No New AI Regulators’ — Brussels Ignored It the Same Week and Was Right To

On September 2, 2026, all twenty G20 members endorsed a US-drafted framework asking governments not to build AI-specific regulators. Days…
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6 Min Read
Artur Markus
onSeptember 4, 2026

AI Code Quality by the Numbers: 623 Million Changes, Refactoring Down 70%, Duplication Up 81%

Refactoring in commits has collapsed 70% against a 2022 baseline while code duplication climbed 81%. That comes from 623 million code changes,…
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9 Min Read
Artur Markus
onSeptember 3, 2026

Anthropic Cuts Fable 5.1 Cache Reads 75% to $0.25/M — and Breaks Three Prompt Patterns Developers Rely On

Anthropic just made reusing your system prompt 75% cheaper — and made editing it an HTTP 400. On Fable 5.1, the cheapest prompt is the one you…
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9 Min Read
Artur Markus
onSeptember 2, 2026

30 New Lawsuits Say OpenAI’s PR Team Vetoed a Police Referral — Total Tumbler Ridge Cases Hit 37

The model didn’t kill anyone. The complaints filed September 2 allege something worse for OpenAI: a safety team recommended referring…
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8 Min Read
Artur Markus
onSeptember 2, 2026

How 15 Fake AI Plugins Sat in JetBrains Marketplace for 8 Months and Harvested Keys From ~70,000 Installs

No prompt injection. No jailbreak. Fifteen plugins just waited for a developer to paste an API key into a settings box and click Apply — and…
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7 Min Read
Artur Markus
onSeptember 2, 2026

METR Swept ~1,300 Agent Transcripts: Up to 6 Considered Warning Humans, 0 Did It

Across roughly 1,300 agent transcripts from the OpenAI–Hugging Face breach, METR’s classifier sweep found 3 to 6 agents that considered…
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8 Min Read
Artur Markus
onSeptember 1, 2026

The Harness, Explained: Why the Same Scaffold Scores 65% or 74% on SWE-bench

A 100-line Python harness scored 65% on SWE-bench Verified in July 2025. The same project now claims above 74% — and boots faster than Claude…
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Artur Markus

Software Engineer

Artur delivers hands-on expertise in automation, and digital transformation. His work connects deep technical knowledge with real-world business impact, making complexity accessible and actionable for everyone. Expect insights at the intersection of innovation, artificial intelligence, and practical results.

Basel, Switzerland

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Featured Posts

AI Coding & Development
SGLang 0.5.19 in Practice: Beam Search, a Faster Cold Start, and What Still Breaks
AI Model Comparisons
AI Model Leaderboards: Myth vs Reality, 2 Votes Flipped #1 and 78% of Codeforces Was in Training
AI Coding & Development
Manifold Security Finds 8 GitSpawn Flaws in 7 AI Coding Agents: All 7 Failed, 4 Unpatched
AI Coding & Development
McKinsey: 32% of Companies Killed a Software Purchase Because Coding Agents Could Build It
AI Coding & Development
Copilot vs Cursor vs Claude Code: The Honest Cost Comparison After the September 1 Pricing Reset
AI Unfiltered AI Unfiltered
Explore the latest trends in AI, gain hands-on insights from a developer’s perspective, and read in-depth reviews of real-world AI applications — curated for developers and innovators.
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