AI Hardware
OpenAI Unveils Its First Hardware: A Smart Speaker with a Camera
OpenAI is stepping into the physical world with a $200‑$300 smart speaker that can see and listen, blending AI with everyday devices.
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Samsung Expands Galaxy AI with Perplexity—A Step Toward Multi‑Agent Intelligence
Samsung now lets Galaxy S26 users summon Perplexity alongside Bixby and Gemini with a simple “hey, Plex,” marking a shift toward flexible, multi‑agent AI ecosystems.
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Erdeniz Korkmaz·2 min read
COBOL modernisation just got an AI shortcut–and the market noticed
IBM shares plunged 13% after Anthropic revealed that Claude Code can accelerate COBOL modernisation—the kind of expensive legacy work that underpinned IBM's consulting revenue for decades. AI is finally making legacy system upgrades solvable.
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Erdeniz Korkmaz·2 min read
When AIs Stumble Through PDFs: The Hidden Challenge of Digital Documents
AI models are amazing at many tasks, but parsing complex PDFs remains a stubborn problem—especially when thousands of pages need to be sifted through quickly.
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Erdeniz Korkmaz·1 min read
The Pitt has a sharp take on AI
HBO's medical drama explores the tension between AI-powered transcription tools and human oversight in emergency rooms, showing how technology can't fix systemic understaffing issues.
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Erdeniz Korkmaz·1 min read
Are Big Tech Companies Truly Fighting AI Slop? A Deep Dive into Instagram’s 2025 Wake‑Up Call
By the end of 2025, Instagram’s Adam Mosseri warned that authenticity is being eroded by AI, sparking a debate about how seriously Big Tech is addressing the problem. This post breaks down the stakes, responses and what it means for creators and users alike.
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Erdeniz Korkmaz·2 min read
Claude Code costs up to $200 a month. Goose does the same thing for free.
A new open-source AI coding assistant called Goose offers similar capabilities to Anthropic's Claude Code—but without the hefty $200/month price tag.
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Erdeniz Korkmaz·1 min read
Anthropic Accuses Chinese Firms of Sneaky Claude Data Distillation
Anthropic has accused DeepSeek and two other Chinese AI startups of running massive, illicit data‑driven campaigns that secretly leveraged its Claude model to train rival systems.
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Erdeniz Korkmaz·2 min read
Inside Claude Code’s 5‑Agent Playbook: How One Developer Turns Coding Into a Real‑Time Strategy Game
Boris Cherny’s new workflow shows a single engineer running five Claude agents in parallel can outpace a whole dev team. The secret? A slow, smart model, shared knowledge files, and automation that lets AI test, refactor, and ship code on its own.
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Erdeniz Korkmaz·2 min read
NousCoder‑14B: The Open‑Source Coding Model That’s Racing Claude Code
Nous Research’s new NousCoder‑14B shows that a 14‑billion‑parameter model trained on 24,000 verified problems can rival proprietary giants in just four days of compute – all with a fully open stack that anyone can replicate.
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Erdeniz Korkmaz·2 min read