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News
AGI Definition, So You Don't Get Tricked Anymore
44+ min ago (563+ words) Binary architecture that we currently have doesn't support random or non-specific way of declaring data - it's either 0 or 1. Modern Random comes from cosmic rays, micro CPU temp fluctuations or Lava lamps - it's impossible to simulate all atoms to understand how…...
Why the New LLM Reasoning Leak Paper Matters for Your Team’s AI Workflow
44+ min ago (271+ words) The technique works in just two API calls and can recover reasoning that was meant to stay hidden behind the provider’s safety layers. The authors demonstrate this with several examples, including a case they call Kimi‑K3 where the recovered reasoning…...
From Projects to Products in the AI Age: Why Ownership Matters More When Prototypes Are Free
53+ min ago (1466+ words) TLDR: AI has made prototypes, POCs and MVPs cheap — a plausible demo in days. What has not gotten cheaper is everything after: reliability, adoption, governance, cost-to-serve. Teams that fund projects now get more demos. Teams that fund products — with stable…...
Your AWS NAT gateway is costing you $1,800+ a month. Here's why and how to fix it.
1+ hour, 14+ min ago (584+ words) This post is the practical fix. We'll cover where the cost actually comes from, three patterns that cut it (VPC endpoints, IPv6 egress, NAT instance), and the platform-level move that handles all three for you. A NAT gateway has two pricing…...
Grok Bot and the Rise of AI Teammates
1+ hour, 10+ min ago (39+ words) In my last post, I talked about the potential risks AI could bring to humans in the not-too-distant... Tagged with ai, grokbot, softwareengineering, aiteammates....
ทำไม KV cache ถึงกลายเป็นหัวใจเศรษฐศาสตร์ของ AI agent ในปี 2026
1+ hour, 14+ min ago (125+ words) โดย Nokka (นก-กา) | 13 กันยายน 2026 หัวใจคือชื่อ Causal Encoder-Decoder หรือ CED [1] ทั้งที่ backbone ทั้งหมดมี 552B พารามิเตอร์ [1] และมี FP4 KV caching ในฟอร์แมต E2M1 โดยใช้สเกลหนึ่งตัวต่อ 16 แชนเนล [1] รวมกันแล้ว KV cache ทั้งหมดเหลือ…...
How to Rebuild Trust in Agile Teams After a Catastrophic Project Failure
1+ hour, 39+ min ago (832+ words) Trust takes months to build, seconds to shatter, and relentless courage to repair. Early in my career as a Scrum Master, I watched a high-stakes project completely derail. We had a critical release coming up. The deadline was immovable. Instead…...
At the edge, the number that matters is memory - not throughput (specially in Ramageddon)
2+ hour, 3+ min ago (720+ words) We rebuilt LF Edge eKuiper in Rust and ran it against eKuiper, Telegraf and Redpanda Connect... Tagged with rust, iot, performance, opensource....
I Built a Filipino AI Scam-Risk Analyzer - Here's How It Works
2+ hour, 37+ min ago (222+ words) How I Built Check Mo Muna: An AI Scam-Risk Analyzer for Filipinos Scam messages are getting harder to recognize, so I built Check Mo Muna, a free Filipino-focused tool that helps users assess suspicious messages before they click or pay....
What GPT-6 Astra chose to build
3+ hour, 3+ min ago (395+ words) Three Astra builds through prototype review: a repaired input, a clearer order comparison and a booklet export with an untested paper result. Tagged with ai, webdev, testing, showdev....