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Beyond the Hard Block: Designing 'Soft Intercepts' for AI Semantic Risk Control
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 15
Beyond the Hard Block: Designing 'Soft Intercepts' for AI Semantic Risk Control
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algotrading
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crypto
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ai
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buildinpublic
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5 min read
What a day of AI trading bots earns
FetchCo
FetchCo
FetchCo
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Sep 14
What a day of AI trading bots earns
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showdev
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ai
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cloudflare
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algotrading
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6 min read
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 13
Decoding the LLM's 'Subconscious': Building Implicit Risk Control via NLP Semantic Parsing
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crypto
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buildinpublic
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5 min read
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 11
Turning LLM 'Muttering' into Hard Risk Control: The F-072 Risk Word Capture & Dynamic De-risking Mechanism
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algotrading
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crypto
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ai
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buildinpublic
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5 min read
The Reverse Experiment: Arbitrating Conflicts in Meme Coin Trading via Semantic Risk Control
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 9
The Reverse Experiment: Arbitrating Conflicts in Meme Coin Trading via Semantic Risk Control
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algotrading
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crypto
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ai
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buildinpublic
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6 min read
From Black-Box Scoring to Reverse Experimentation: Building Self-Reflective AI Reasoning Chains
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 9
From Black-Box Scoring to Reverse Experimentation: Building Self-Reflective AI Reasoning Chains
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algotrading
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crypto
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ai
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buildinpublic
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5 min read
My AI Advisor Had a Full Mental Breakdown at 1 AM. Here's How the System Kept Trading Anyway.
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 9
My AI Advisor Had a Full Mental Breakdown at 1 AM. Here's How the System Kept Trading Anyway.
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algotrading
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crypto
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llmops
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5 min read
Why Your Backtest Is Probably Lying to You (And How ATR Fixes Half the Problem)
Pedro Groppo
Pedro Groppo
Pedro Groppo
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Sep 12
Why Your Backtest Is Probably Lying to You (And How ATR Fixes Half the Problem)
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python
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finance
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tutorial
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3 min read
My AI Advisor Approved 37 Trades in One Day. It Flinched on 27 of Them — So the System Automatically Bet Smaller.
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 7
My AI Advisor Approved 37 Trades in One Day. It Flinched on 27 of Them — So the System Automatically Bet Smaller.
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algotrading
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crypto
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riskmanagement
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ai
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5 min read
The Weekend ACE's Liquidations Topped Bitcoin's. My Engine Wanted to Short the Aftermath. It Wasn't Allowed.
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 3
The Weekend ACE's Liquidations Topped Bitcoin's. My Engine Wanted to Short the Aftermath. It Wasn't Allowed.
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algotrading
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cryptocurrency
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riskmanagement
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5 min read
How Market Sessions Influence an Algorithmic Trading Platform
Alpha Signals
Alpha Signals
Alpha Signals
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Aug 4
How Market Sessions Influence an Algorithmic Trading Platform
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algo
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3 min read
My Trading Engine Proposed the Same Trade 6 Times in an Hour. The AI Killed It Every Time.
Kestrel Quant
Kestrel Quant
Kestrel Quant
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Sep 2
My Trading Engine Proposed the Same Trade 6 Times in an Hour. The AI Killed It Every Time.
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3 min read
Algorithmic Trading in India 2026: SEBI's New Framework, What Retail Traders Must Actually Do
shakti tiwari
shakti tiwari
shakti tiwari
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Jul 27
Algorithmic Trading in India 2026: SEBI's New Framework, What Retail Traders Must Actually Do
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nifty
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8 min read
We graded 13 famous trading strategies on 6 years of data. All 13 failed.
Tessen
Tessen
Tessen
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Jul 14
We graded 13 famous trading strategies on 6 years of data. All 13 failed.
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trading
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algotrading
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datascience
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finance
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3 min read
We graded 13 famous trading strategies on 6 years of data. All 13 failed.
Tessen
Tessen
Tessen
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Jul 13
We graded 13 famous trading strategies on 6 years of data. All 13 failed.
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trading
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datascience
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finance
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algotrading
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3 min read
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