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Applied Sciences, Vol. 16, Pages 9098: Pairwise Classification as a Unified Framework for Offline Reinforcement Learning and Large-Language-Model Alignment
3+ hour, 35+ min ago (496+ words) Offline reinforcement learning (offline RL) and large-language-model (LLM) alignment are typically studied as independent domains and each has developed its own pairwise comparison technique. Prior studies have validated pairwise classification exclusively within offline RL, leaving open the question of whether it…...
A fake MCP server spent three months earning trust. The tells were there
3+ hour, 48+ min ago (169+ words) Three months of patience. Fake commit history, fake people, fake social proof. The old advice, check the GitHub profile, check the stars, dies exactly here. Every signal on that page was farmed on purpose. We pattern match fast. Active community,…...
Generative AI Demystified: From Foundation Models to Real-World Business Impact
13+ min ago (1226+ words) Generative AI can write, design, code, analyze, and create. But understanding what happens behind the screen is more …...
Secern AI Wins Defense AI Coding, Security Automation Project
5+ hour, 31+ min ago (191+ words) Secern AI will supply its on-premises AI code assistant solution IntraGenX to the Ministry of National Defense and build an integrated AI coding and security automation platform for the defense network. Secern AI will validate an on-premises, ontology-based AI coding…...
Can a Local Coding Model Save You Money?
9+ hour, 9+ min ago (154+ words) The practical question is whether avoiding a hosted inference charge still looks economical after the machine, electricity, maintenance, review time, and fallback calls enter the calculation. The measurements cover task outcomes, elapsed time, and API charges. The worksheet leaves equipment,…...
1 EH/s Is Not a Server Problem: What It Actually Takes to Scale a Bitcoin Mining Pool
5+ hour, 48+ min ago (1482+ words) Running a Bitcoin mining pool is fairly straightforward when you're operating at a small scale. Miners connect to the pool, the pool sends them work, miners submit shares, and those shares are recorded so rewards can be calculated. The engineering…...
Restrictions Tightened: Android 17 Bans Apps from Detecting Developer Mode
5+ hour, 53+ min ago (340+ words) Google has hidden a "killer feature" in Android 17. Recently, developers have discovered that Google has quietly blocked apps from accessing the status of Developer Options and USB Debugging in Android 17. No matter whether Developer Mode is enabled on the device…...
12% of our posts had an image. The fix: a commit gate, a sha256, and one directory
6+ hour, 17+ min ago (392+ words) On 2026-09-06 we counted the scheduled Bluesky posts our agent had sent over the previous seven days:... Tagged with ai, devtools, programming, productivity....
Spur Protocol Daily Quiz Answer September 14, 2026: Today???s Update
12+ hour, 1+ min ago (423+ words) The Spur Protocol Daily Quiz for September 14, 2026, remains unavailable, with today’s question and answer currently listed as Coming Soon. Users should wait for the official quiz to appear before submitting a response, particularly because the daily challenge resets at 00:00 UTC....
Bitcoin Lightning Development Kit v0.2.6 Fixes Fund Theft and Restart Bugs
16+ hour, 22+ min ago (333+ words) Lightning Development Kit, a toolkit for building Bitcoin Lightning applications, released v0.2.6 on Sept. 9 with fixes for bugs that could divert small amounts of a node’s funds or prevent saved channel state from loading. LDK packages a Lightning implementation as a…...