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5 Min Read
Artur Markus
onNovember 14, 2026

garak 0.17.1 in Practice: What NVIDIA’s EU AI Act Mapping Buys You, and What It Does Not

A scanner finishes, prints its summary, and some of those findings now carry EU AI Act risk-category tags. The release note that shipped them…
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7 Min Read
Artur Markus
onNovember 13, 2026

The 6 Military AI Moves That Actually Shifted Power in Late 2026, Ranked

What moved power in late 2026 was not a model release. It was deployment topology: who physically holds the servers. Six events between…
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7 Min Read
Artur Markus
onNovember 12, 2026

Agent Adoption by the Numbers: 71% in Production, Up From 40%, and the 76% That Still Breaks

Seventy-one percent of large US enterprises now run AI agents in production, up from 40% a year earlier. The share still piloting fell from…
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7 Min Read
Artur Markus
onOctober 11, 2026

AI This Week: Open Weights Got Cheap and Ownable, From Decision-1 at $0.042/M to Nvidia Circling Reflection AI

What happens to an Apache 2.0 license when the lab that published it gets bought? Wednesday I wrote about Reflection AI shipping 501B open…
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8 Min Read
Artur Markus
onOctober 10, 2026

How to Wire Strix and Autonomous Remediation Into CI/CD Without Letting an AI Push Its Own Patch

What share of last year’s CVEs actually got exploited? Two percent. Edgescan counted 40,009 CVEs published in 2024 and 768 reported as…
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7 Min Read
Artur Markus
onOctober 10, 2026

Microsoft Ships Decision-1: a 9B Model Built on Qwen3.5 That Costs $0.042/M In and Nothing Out

Microsoft is charging $0.042 per million input tokens and zero for output on its newest model. The base weights come from Alibaba’s…
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7 Min Read
Artur Markus
onOctober 9, 2026

Bloomberg: Open-Weight Models Now Drive AI CSAM Cases, Tracked Variants Jump From Under 12 to Over 500

What happens to a safety filter when the model runs on a laptop with no network connection? One European investigator told Bloomberg the set…
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6 Min Read
Artur Markus
onOctober 8, 2026

The ‘AI Torture Chamber’: How One GitHub Repo Turned a 25-Model Pain Paper Into a Welfare Fight

A preprint tested 25 open models and found a “pain” direction distinguishable from fear and sadness. Seventeen days later, a…
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7 Min Read
Artur Markus
onOctober 8, 2026

Reflection AI Ships Beam: 501B Open-Weight MoE, 23B Active, Apache 2.0, Built at a $25B Valuation

Beam’s pitch is not size. It is that 4.6% of the model fires per token, and Reflection AI claims that buys GLM-5.2-level reasoning at…
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5 Min Read
Artur Markus
onOctober 7, 2026

Microsoft Agent Framework in Practice: What the Docs Promise and What –prerelease Tells You

Two .NET packages, both still documented with --prerelease on Microsoft Learn pages updated October 4 and October 7, 2026. That flag is the…
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7 Min Read
Artur Markus
onOctober 6, 2026

Postmortem: Azure’s Sweden Central AI Outage and the 18-Region Gateway Failure 24 Hours Later

At 10:03 UTC on 29 September 2026, Azure OpenAI stopped answering reliably in Sweden Central. The region’s whole AI data plane went with…
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7 Min Read
Artur Markus
onOctober 5, 2026

How to Ship Article 50 Marking Before December 2, 2026: A CTO’s Guide to the EU Transparency Code

If your AI system was on the EU market before 2 August 2026, the machine-readable marking grace period ends on 2 December 2026. The deadline…
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7 Min Read
Artur Markus
onOctober 4, 2026

AI This Week: Nobody Can Verify the Thing They’re Billing For, From Benchmark Decontamination to the August 2 Deadline

Ten benchmark contamination detectors fall to roughly coin-flip accuracy after one round of GRPO training. The same week, the EU AI Office…
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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 Ethics & Society
garak 0.17.1 in Practice: What NVIDIA’s EU AI Act Mapping Buys You, and What It Does Not
AI News & Updates
The 6 Military AI Moves That Actually Shifted Power in Late 2026, Ranked
AI News & Updates
Agent Adoption by the Numbers: 71% in Production, Up From 40%, and the 76% That Still Breaks
AI Coding & Development
Mistral Large 4 vs DeepSeek V4.1 Flash vs Kimi K3.1 Pro: the honest open-weight comparison for CTOs
AI Ethics & Society
Five AI Myths, From METR’s 1.9x Acceleration to Yale’s “No Connection” on Jobs
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