AI News
Daily coverage of what is happening in artificial intelligence.
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Common prompt injection mistakes exposing Claude 4 enterprise API
Security vulnerabilities in Claude Code and the Anthropic Files API allow for indirect prompt injection and data exfiltration. Researchers demonstrated how attackers…
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Migrating to the Perplexity Agent API as Sonar Models Retire
Developers must prepare for the September 27, 2026, deprecation of Sonar models by migrating to the new Agent API. This guide covers…
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Common quantization mistakes that wreck Mistral Large 2 edge
An audit of 17 production deployments reveals that custom optimization scripts can waste $2.3 million. Learn how to avoid latency penalties and…
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The valuation divergence of Anthropic and xAI
Anthropic reaches a $65 billion revenue run rate driven by enterprise contracts, creating a massive valuation gap against xAI’s $500 million annualized…
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Myths vs facts about GPT-5 reasoning and Claude 4 Opus benchmarks
GPT-5 achieves 92.6% accuracy on standard benchmarks, outperforming GPT-4o in math and coding. However, Claude 4.7 shows superior performance in specific areas,…
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Google schedules Gemini 2.5 Flash deprecation for October 2026
Google has announced the deprecation of Gemini 2.5 Flash for October 16, 2026. Developers must migrate to Gemini 3.5 Flash or Gemini…
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Snowflake Cortex AI revenue growth vs Databricks MLflow adoption
Databricks leads in AI monetization with a $1 billion revenue run-rate compared to Snowflake’s $100 million. While Databricks leverages MLflow for machine…
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Stability AI model access shifts following license revisions
Stability AI has introduced a new Community License for models like Stable Diffusion 3.5, allowing free use for organizations with annual revenues…
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Figure AI and the BMW Spartanburg production deployment
Figure AI’s Figure 02 robots achieved 99 percent placement accuracy at BMW’s Spartanburg plant, supporting the assembly of 30,000 X3 vehicles. The…
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How to get started with Runway’s Gen-4 Turbo video generation API
Learn how advertising studios can implement Runway’s Gen-4 Turbo API for rapid video production. This guide covers developer portal setup, credit math…
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DeepSeek-V4 vs Qwen 3: Which open-source reasoning model leads
This comparison evaluates DeepSeek V4 Flash, Qwen3.6 35B A3B, and GLM-4.6 across math, coding, and speed benchmarks. DeepSeek V4 Flash offers the…
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Common fine-tuning mistakes that ruin Llama 3.3 enterprise deployments
Avoid deployment failures by managing data quality, quantization precision, and catastrophic forgetting. While Llama 3.3 70B offers cost advantages, its 0.11 completion…
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