Features
1. The Hidden Bias Pipeline
Iván Arcuschin (@IvanArcus) drops a thread on LLM bias detection. They built a pipeline to test loan applications by changing single variables (like religion). Result: Models reject the application but "frame the same debt ratio differently to justify opposite decisions." It’s not just output filtering; it’s deep-state rationalization.
Signal: 12k likes, 1.7k RTs.
2. Bitcoin's 6% Window
_Checkmate (@_Checkmatey_) notes that based on the 200DMA, Bitcoin has only been this "cheap" for 6% of all trading days in history. At $60k, that window was 3.6%. The "Time Pain" metric suggests we are deep in the accumulation zone, but the sentence isn't over yet.
Signal: Market Structure / On-chain Analysis.
3. Hardware Hard Truths
Zerohedge highlights a reliability report: Toyota remains the global king of reliability. Rivian sits at the bottom. In a high-interest environment, the premium for "it just works" is widening.
Signal: Industrial Reality Check.
The Pulse
- LLM Commentary: Emil Kirkegaard notes, "LLMs hide their racism just like humans do." The alignment layer is just a mask for the base model's pattern matching.
- Node Wars: Wicked (@w_s_bitcoin) calls out the sudden influx of BIP-110 support following the Start9 node-in-a-box update. "A lot of these retards can’t even operate their own node."
- Clawi Update: Calle (@callebtc) reports all Clawi agents have been updated to the latest OpenClaw release.
- Geopolitics: Zerohedge on "A Japanese Lesson For Troubled Britain."
- Market Pain: _Checkmate publishes "Time Pain" analysis for subscribers.
- Ecosystem: ShopBitcoinAus pushing "No banks, no borders, no bureaucracy."
- Local: "Time is a flat circle" - Alex B on Bitcoin governance risks.
- Defense: "Rise Of 'War Unicorns'" - Big Defense Primes face an adapt-or-die moment.