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A new framework proposes making credible deals with scheming AI to reduce takeover risk, offering valuable incentives in exchange for revealing misalignment. The approach relies on verifiable mechanisms like on-chain sma…
AMD contributed a compatibility update to JAX-Triton that supports most Triton features, enabling users to run virtually any Triton or Gluon kernel inside JAX with minimal changes. The update includes support for the Glu…
Figma acquired the team behind Bud, an AI agent builder formerly known as Orchids, to strengthen its AI prototyping capabilities. The deal, reported by TechCrunch on July 7, 2026, will shut down Bud and Orchids by July 1…
A developer's guide reveals that bypassing anti-bot walls for production-ready web scraping requires understanding modern detection systems like browser fingerprints, TLS characteristics, IP reputation, and behavioral pa…
AI agents in data engineering should be structured with a deterministic correctness layer to ensure reproducibility and trust, according to a new analysis. The article outlines three levels of AI agents—chat-phase, auton…
Speculative decoding accelerates large language model inference by 20-50% without quality loss, using a draft-verify mechanism that generates multiple tokens per forward pass. The technique amortizes memory bandwidth cos…
Anthropic released Claude Sonnet 5 (API identifier claude-sonnet-4-5) in mid-2025 as an upgrade to Claude Sonnet 4, positioning it as the company's most capable Sonnet model for agentic workflows. The model is optimized …
Apple, Anthropic, and OpenAI are racing to connect AI assistants to users' real-world context—files, calendars, codebases—because raw model intelligence is no longer the main bottleneck for utility. The context gap, wher…
AI-native startups have compressed growth timelines dramatically, with Cursor reaching $100M ARR in 12 months and Lovable in 8 months, while non-AI companies like Ramp and Grüns achieved comparable hypergrowth through cr…
Meta is systematically dismantling its high-performance engineering culture, shifting from a profit center to a cost center in weeks. Leadership's AI-focused mandates and restructuring have caused widespread demoralizati…
A developer argues that homelab AI development platforms address a real need for control over inference context, but warns that the operational costs are often underestimated. The setup is only worthwhile under specific …
YC's Spring 2026 batch of 194 startups was scored on public data, revealing that nearly half are building tools for AI agents. Agent infrastructure companies scored highest on average, but many face long payback periods,…
Anthropic launched Claude Managed Agents, a suite of composable APIs for building and deploying production-grade agents, to help teams move from prototype to launch in days rather than months. The tool addresses infrastr…
A software engineer describes building an AI-driven 'software factory' that automates the entire software development lifecycle from customer requests to deployment, requiring human intervention only for off-ramping and …
A new research report analyzing 38 open-source and managed LLM proxy projects finds the market rapidly maturing from simple protocol translators into comprehensive governance platforms. LiteLLM leads with the most comple…
The speed at which an organization turns a noticed problem into working software now determines competitive advantage in the AI era, with winning companies compressing that gap from quarters to days. Most companies measu…
Anthropic published its official guide to building Claude Skills, a system that allows users to create reusable instruction folders for the AI assistant. The guide covers the technical structure of skills, including the …
Gooey, a GPU-accelerated UI framework for the Zig programming language, has been released as an open-source project targeting macOS, Linux, and browser platforms. The framework provides declarative UI components, GPU ren…
Anthropic CEO Dario Amodei stated in a Davos interview that the world is not prepared for the magnitude of artificial intelligence's impact, describing the technology as following a "Moore's law for intelligence" that wi…
Gamification mechanics such as streaks, badges, and leaderboards are being used to increase AI developer productivity by engineering habit loops that overcome the plateau of tool adoption at 40%. Streaks leverage loss av…