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Headlines · 8

  1. Google Releases Gemini 4 Carbon Frontier Model

    Google DeepMind announced on November 10, 2026 that Gemini 4 Carbon is available to developers, enterprises, scientists and consumers through paid API access and several Google products. The company positions Carbon as a frontier model for long-horizon agentic workflows, complex coding, cybersecurity and scientific reasoning, claiming first-place rankings on CursorBench 4.0, Perplexity’s WANDR and Zapier’s AutomationBench. Its introductory API price is $2 per million input tokens and $10 per million output tokens.

    Google DeepMind Blog · 🔥 92
  2. Fake AI Event Invitations Target Microsoft and Google Credentials

    Push Security reported a phishing campaign using fraudulent invitations for nonexistent OpenAI Academy livestreams, a private SpaceX AI-marketing briefing, and an Anthropic presentation at AWS re:Invent. The pages promised ChatGPT Pro, Grok Heavy, or SpaceX shares, then used Kali365 and VoidProxy to capture Microsoft or Google credentials, MFA responses, and authenticated sessions.

    TechRadar · 🔥 0
  3. Prime Intellect audits public LLM evaluations and releases fixes

    Prime Intellect reported first-hand problems with several public LLM evaluations, including brittle grading logic, ambiguous tasks, web-answer leakage, and reward hacking observed in frontier-model runs. The team applied fixes and open-sourced them, saying some corrected benchmarks are approaching saturation. One revised OfficeQA Pro v2 run scored Opus 5.5 at 85.6% with Prime Agent and DeepSeek V4.1-Flash 1017 at 78.8%.

    Prime Intellect Blog · 🔥 0
  4. AI Coding Tools Reshape Software Developer Roles and Hiring

    A report from Times Weekly examines how AI coding tools are changing software development work. Interviewees say code-generation tools now handle routine coding and debugging, while coding agents can understand requirements, call tools, write code, run tests and fix errors across multiple steps. This may allow one engineer skilled in AI to complete work that previously required several people, weakening the boundaries among frontend, backend and testing roles. The report also cites one company where per-employee newly added code increased about 40% after adopting coding agents. However, end-to-end development cycles did not shorten proportionally, and code-review waiting times, rework and review burdens increased. The report also notes a shift in recruitment toward requirements decomposition, AI use, code review, architecture and business judgment.

    虎嗅 AI · 🔥 0
  5. For AI-powered solopreneurs, workflow integration matters more than tool count

    科技新報 reports that 63% of independent entrepreneurs use AI in daily operations, but only 8% apply it across tasks ranging from strategy to routine work, citing a survey it does not identify. It presents a workflow that assigns programming to Claude, content creation to ChatGPT, design to Canva, and automation to Zapier, while arguing that effective integration matters more than owning many tools. The article also recommends starting with one tool and one workflow, expanding gradually, and retaining human review.

    科技新报 · 🔥 0
  6. Relay Shuts Down as AI Startup Failures Accumulate

    TechCrunch AI reports that Relay, an AI-powered workflow automation tool positioned as an alternative to Zapier, shut down entirely in August. The roundup also cites S&P Global Market Intelligence saying that about 42% of corporate AI initiatives are ultimately abandoned, citing funding, technical, competitive, scaling and user-demand challenges.

    TechCrunch AI · 🔥 0
  7. Prime Intellect and Nvidia post-train Nemotron 3.5 Super VL for enterprise agents

    Prime Intellect and NVIDIA built 2,500 verified training tasks aimed at teaching long-horizon enterprise agent work. According to the Prime Intellect blog, 100 GRPO steps — about 11 hours of training on 128 NVIDIA GB200 GPUs — took NVIDIA Nemotron 3.5 Super VL from 34.0% to 57.7% on AutomationBench-AA (public split), a 23.7-point gain over its starting SFT checkpoint. Each task is scored on actual changes to simulated business applications and files, with objectives the agent must complete and guardrails it must not break. The environment library, trainer and templating used for validation are open source, and the same loop runs as a hosted service on Prime Intellect Lab.

    Prime Intellect Blog · 🔥 0
  8. AI coding turns apps into disposable, single-purpose tools

    An analysis republished with authorization by TMTPost describes a wave of micro apps, personal apps and "fleeting apps" built with AI coding tools that serve one person or a few people, with no funding, growth targets or DAU — some need no second user at all. The piece cites Lovable saying it had created more than 50 million projects by June, adding about 1 million a week then, and that annualized revenue exceeded $600 million in September, plus a Zapier survey of 818 US employees in which 34% had no formal programming background. The author also points to Apple App Review Guideline 2.5.2, which requires apps to be self-contained and bars downloading code that changes their features, noting Replit and Vibecode updates were blocked and Anything was pulled from the App Store twice.

    钛媒体 · 🔥 0

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postiz-app: A social media management platform for scheduling, automating, and analyzing your content.

What problem it solves Managing content across many social platforms requires scheduling, automation, analytics, and team collaboration in one workflow. The project also provides a self-hosted edition that can run on infrastructure controlled by the user. Key features Social media scheduling — Plan and publish content across Instagram, YouTube, Dribbble, LinkedIn, Reddit, TikTok, Facebook, Pintere…

github.comhttps://github.com/gitroomhq/postiz-app