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Mediascout Bytes
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AI Search Traffic Ate 40.2% of Publisher Referrals. Now What?

Chartbeat’s 2026 Publisher Playbook puts AI search’s cost to publishers in one number: Google Search referrals across its...
bobm67Nov 4, 2026
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Weight-Space Programming: The 0.016% Edit That Fixed Qwen’s Math

Weight-space programming moved Qwen3.5-0.8B from 7.9% to 48.1% accuracy on MATH-500. And the edit touched just 0.016% of...
bobm67Nov 4, 2026
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Reddit Mandatory Logins: Where 1 Million Referrals a Week Went

Per week. On average, all through October. That’s the pace Reddit just admitted to shareholders. More than 1...
bobm67Nov 3, 2026
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The Qwen3.8-27B reCAPTCHA Claim Needs Receipts

Qwen3.8-27B shipped August 14, 2026, and the reCAPTCHA story riding behind it is still unverified. Community posts in...
bobm67Nov 3, 2026
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DeepSeek’s Super-Agent Coding Agent Won’t Act Unless Asked

It opened a work item, ran the job in its own session and its own directory, then answered...
bobm67Nov 2, 2026
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Qwen Local Models: How A Default Gets Picked

Qwen local models run from 0.8B parameters up to 2.4T-A95B. Across 2026 the family shipped open weights at...
bobm67Nov 2, 2026
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Long-Horizon Planning Failures: AI Agents Stall Below 30%

Under 20%. That’s the best pass rate any system posted on LongCLI-Bench’s long-horizon command-line tasks. And most runs...
bobm67Nov 1, 2026
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Open-Source Multi-Agent Coding Workflows Hit 1.0

Open-source multi-agent coding workflows crossed into production territory in 2026, and the receipts have dates on them. Microsoft...
bobm67Nov 1, 2026
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Open-Weight LLM Prices Collapsed. Local Inference Mostly Lost.

Gemma 4 31B rents for $0.09 per million input tokens. And that single number explains why the open-weight...
bobm67Oct 31, 2026
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Open-Source LLM Inference Hit Production Grade. Nobody Noticed

No launch event. No keynote. Just changelogs. Open-source LLM inference crossed into production territory during 2026. And the...
bobm67Oct 31, 2026
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