Cloudflare Simplifies AI Data Ingestion with New Site-Wide Crawling API
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Cloudflare's new API endpoint simplifies website-wide data extraction by automating discovery and rendering into AI-friendly formats.
Publishers Block Internet Archive to Stop AI Scraping 'Backdoor'
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News publishers are blocking the Internet Archive to prevent AI companies from using it as a free source of training data.
Shutting Down My Self-Hosted Git After AI Scraper Overload
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AI scrapers killed my self-hosted git, so I’ve moved everything to GitLab/GitHub and hardened my static blog’s logging.
Insiders Rally Data-Poisoning Campaign to Cripple AI
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Industry insiders are rallying a crowdsourced data-poisoning campaign to sabotage AI models, arguing it’s a faster check on AI than regulation.
AI Is Commoditizing Specs—Operations Are the New Moat
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AI turns specs into commodities, so the real business value has shifted from code and components to running, securing, and scaling software operations.
Ranke-4B: Time-Locked Historical LLMs as Windows into the Past
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A set of strictly time-locked historical LLMs (Ranke-4B) offers faithful, era-bound perspectives for research, avoiding modern hindsight while managing sensitive content responsibly.
Stop Force‑Feeding AI: Adopt It Only When It Works
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Use AI only when it clearly helps, not because investors need it deployed.
DeepSeek-OCR: LLM-Centric Visual-Text Compression for Fast, Flexible OCR
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An LLM-focused, high-throughput OCR system that compresses visual context for efficient document and image understanding.
AI Isn’t Software You Can Patch
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AI isn’t regular software: its failures come from data and emergent behavior, so you can’t just inspect code and patch away the risks.
Why Authors Will Pay to Be in AI Training
To stay culturally visible and influential, authors will pay and write for AIs, not just humans.
Unlocking AI’s Data: ABC and an ARPANET-Style Plan
Shift from data scarcity to data access by implementing ABC—owner- and user-controlled, privacy-preserving attribution—and catalyze it with an ARPANET-style federal program.
From Search to Answers: Paying Creators in the AI Era
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As AI answer engines disrupt traffic-based monetization, Cloudflare champions a new model where AI companies pay creators for the unique content that improves their models.
AI’s WEIRD Lens: US-Centric LLMs and How to Protect Cultural Insight
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AI looks human only if your human is WEIRD and American, so researchers must actively protect cultural meaning when using LLMs.
Inside Google’s Hidden AI Rater Workforce: Speed Over Safety
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Google’s AI depends on a pressured, underpaid rater workforce whose rushed, opaque conditions undermine safety and trust.
Judge Pauses Anthropic’s $1.5B AI Book Deal, Demands Clarity
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A skeptical judge paused Anthropic’s $1.5B AI copyright deal, demanding concrete claims, notice, and ownership rules before approval.
The Bitter Lesson Was About Data, Not Compute
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In a data-constrained era, the real lever isn’t more GPUs but better data and architectures that maximize each token’s value.
Ravenous AI Crawlers Are Breaking the Web—and Driving It Behind Paywalls
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AI crawlers’ ravenous, non-reciprocal scraping is breaking websites and pushing the open web toward paywalled fragmentation.
No Clicks, No Content: How AI Search Cannibalizes Its Own Fuel
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By replacing links with AI answers, tech firms are eroding the web’s incentive to produce content—and ultimately starving their own AI.