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OpenAI 1 year ago 26
OpenAI surveyed over 1,000 people globally about how AI systems should behave and compared the results against its Model Spec documentation. The survey included participants from diverse regions to capture varying perspectives on AI conduct and values. The findings are being used to adjust AI system defaults to better reflect the collected human preferences.
OpenAI 1 year ago 26
OpenAI and Anthropic released results from a joint safety evaluation where they tested each other's AI models across multiple failure modes including misalignment, instruction-following errors, hallucinations, and jailbreak vulnerabilities. The evaluation assessed both companies' most capable models available at the time of testing, with results published to document specific strengths and weaknesses in each system. The findings demonstrate that direct collaboration between competing labs can identify safety issues more comprehensively than single-lab evaluations.
Together AI 1 year ago 13
DeepSeek-V3.1, an MIT-licensed hybrid model that switches between thinking and non-thinking modes, became available on Together AI's platform. The model achieved 66% on SWE-bench Verified, a code-solving benchmark. Users can now deploy the model serverlessly with a 99.9% uptime guarantee.
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TLDRocket
26 October 2026
Europe’s AI story today is capital flow with a purpose: where investors put money when they don’t yet see economy-wide payback. Q3 2026 saw European tech raise €27.8 billion across 732 deals, up 32.4% from Q3 2025, with AI accounting for €6.7 billion—about 24% of the total. Callosum’s €100M seed round for AI infrastructure software sits near the center of that tilt, underscoring a market still prioritizing the plumbing. In parallel, Apollo’s chief economist Torsten Slok and Apollo’s broader analysis argue the financial benefit of AI remains concentrated in the “Magnificent 7,” where inflation-adjusted revenue per employee is roughly $780,000, versus about $527,000 for the other 493 S&P 500 firms. The message for executives is uncomfortable but practical: until AI shows up in measurable productivity, budgets become cost-center negotiations.
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