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7 Min Read
Artur Markus
onOctober 14, 2026

Agent Lightning v1.0 in Practice: What 3,500 Lines of Agentic RL Buy You, and What They Do Not

Can you train your existing LangGraph or Claude Code agent with reinforcement learning without rewriting it as an RL environment? Microsoft…
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7 Min Read
Artur Markus
onOctober 13, 2026

Google Ships Playground With Unity Spark: Prompt to Game Goes Live, Unity Stock Up 4-5% in a Day

Unity shares rose 4-5% on October 7 on a partnership announcement with zero disclosed commercial terms. The same launch materials never name…
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7 Min Read
Artur Markus
onOctober 12, 2026

Cypher AI Raises $2M to Replace LIMS Configuration With Generated Lab Infrastructure: Every Write Needs Human Approval

Benchling has raised $411M across nine rounds and sits at an estimated $2.4B secondary valuation. Cypher AI raised $2M and is attacking the…
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6 Min Read
Artur Markus
onSeptember 13, 2026

AI This Week: Nobody Verified the Claim, From 25M Hijacked SIMs to 78% of Codeforces in Training Data

Who actually checked? Five stories between September 7 and 12 turned on a claim nobody verified: a platform covering 25 million SIMs, two…
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7 Min Read
Artur Markus
onSeptember 12, 2026

Anthropic’s Threat Report: One Subscriber Built a 25M-SIM Surveillance Platform, and Shipped Zero IoCs

I spent most of Thursday afternoon reading a threat report I could not act on. One detail stopped me: a single Claude subscriber in Bamako…
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7 Min Read
Artur Markus
onSeptember 12, 2026

The Artists Are Winning the AI Copyright War and Losing the Market: 90% Report Lost Income Anyway

“Deeply exploitative” is how Karla Ortiz described AI media models when she sued Stability AI in January 2023, adding there was…
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7 Min Read
Artur Markus
onSeptember 11, 2026

The METR 19% Slowdown Was Never About AI Being Slow: It Was About the 39-Point Gap Between Feeling and Stopwatch

The most-cited study in AI coding just reversed its own sign, and the number that mattered was never the 19%. It was the 39-point gap between…
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  • AI Coding & Development
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  • Natural Language Processing
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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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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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 Use Cases
Agent Lightning v1.0 in Practice: What 3,500 Lines of Agentic RL Buy You, and What They Do Not
AI News & Updates
Google Ships Playground With Unity Spark: Prompt to Game Goes Live, Unity Stock Up 4-5% in a Day
AI News & Updates
Cypher AI Raises $2M to Replace LIMS Configuration With Generated Lab Infrastructure: Every Write Needs Human Approval
AI Ethics & Society
Six Interventions, 3,982 People: Warning Users About Sycophantic AI Changed Trust, Not Persuasion
AI News & Updates
AI This Week: Open Weights Got Cheap and Ownable, From Decision-1 at $0.042/M to Nvidia Circling Reflection AI
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