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Orka Series' Articles

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🧠 Orka: A Manifesto for transparent Intelligence

🧠 Orka: A Manifesto for transparent Intelligence

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2 min read
🧠 OrKa run locally 01:12

🧠 OrKa run locally

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1 min read
🧠 OrKa Diaries: The Origin of a Reasoning Engine (Episode 1)
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🧠 OrKa Diaries: The Origin of a Reasoning Engine (Episode 1)

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4 min read
🧠 I Couldn't Take It Anymore. So I Built OrKa.
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🧠 I Couldn't Take It Anymore. So I Built OrKa.

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3 min read
🧠 My First Rosetta Stone: When OrKa Proved AI Can Think Structurally
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🧠 My First Rosetta Stone: When OrKa Proved AI Can Think Structurally

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3 min read
🧠 Real-Time Cognition: Building an Observable TUI for AI Memory in OrKa

🧠 Real-Time Cognition: Building an Observable TUI for AI Memory in OrKa

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4 min read
🧠 Emergent Thought Through Looped Conflict
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🧠 Emergent Thought Through Looped Conflict

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3 min read
🧠 Beyond Structured Chaos
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🧠 Beyond Structured Chaos

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7 min read
🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report
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🧠 OrKa Cognitive Iteration Benchmark. Full Technical Report

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9 min read
🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges
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🧠 LoopNode: How OrKa Orchestrates Iterated Thought Until Agreement Emerges

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3 min read
🧠 How AI Agents Learned to Agree Through Structured Debate
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🧠 How AI Agents Learned to Agree Through Structured Debate

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8 min read
🧠 How DeepSeek-R1 Transformed AI Reasoning Economics
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🧠 How DeepSeek-R1 Transformed AI Reasoning Economics

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10 min read
🧠OrKa-ui show what is the benefit of having TTL at memory level in orka-reasoning 02:10

🧠OrKa-ui show what is the benefit of having TTL at memory level in orka-reasoning

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1 min read
🧠 orka-reasoning TUI show TTL and memory storage.
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01:15

🧠 orka-reasoning TUI show TTL and memory storage.

3
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1 min read
🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't
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🧠 Why LangGraph Loops Stall Thought and OrKa Doesn't

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1 min read
🧠 When a System Notices Itself
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🧠 When a System Notices Itself

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3 min read
🧠 Local, Trustable and Explainable AI. Not a dream!
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🧠 Local, Trustable and Explainable AI. Not a dream!

8
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1 min read
🧠 I Didn't Know Where It Was Going. I Just Kept Going.
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🧠 I Didn't Know Where It Was Going. I Just Kept Going.

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3 min read
🧠OrKa onboarding: example suite, guided tour, and trace replay
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🧠OrKa onboarding: example suite, guided tour, and trace replay

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10 min read
🧠Can AI Learn to Care?
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🧠Can AI Learn to Care?

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4 min read
🧠OrKA-Reasoning: How Workflow Execution Really Works
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🧠OrKA-Reasoning: How Workflow Execution Really Works

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4 min read
🧠From 77% to 92%: How Orka-Reasoning Turns GPT-oss:20B Into a Math Reasoning Powerhouse
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🧠From 77% to 92%: How Orka-Reasoning Turns GPT-oss:20B Into a Math Reasoning Powerhouse

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3 min read
🧠Loop of Truth: From Loose Tricks to Structured Reasoning
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🧠Loop of Truth: From Loose Tricks to Structured Reasoning

4
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4 min read