AI Infrastructure news and analysis on Web Pulse: 35598 curated articles tracking the latest AI Infrastructure developments, tools, and research, updated continuously from vetted sources.
Awareness Local, a local-first MCP memory server for AI coding agents, achieves a 96% Recall@5 on the LongMemEval benchmark (ICLR 2025) with 500 human-curated questions, running fully offline on an Apple M1 with 8GB RAM …
GitHub's trending repositories this week highlight a shift toward more autonomous and lightweight AI agents, with projects like DeepSeek Harness, Ponytail, Colibri, Grok-Build, and Unlimited-OCR gaining traction. These t…
A developer building an unattended AI avatar stream detailed two state-management challenges: remembering viewers across streams and maintaining state during renderer crashes. The project adopted per-character memory sco…
Georgia Public Service Commission staff approved a contract between Georgia Power and OpenAI to power a 3.2 gigawatt hyperscale data center in Effingham County without a direct commission vote, prompting criticism from S…
Jeff Morgan, co-founder and CEO of Ollama, said open AI models are gaining momentum as enterprises and developers seek more control, cost savings, and privacy, with Ollama now used across 80% of the Fortune 500. Morgan d…
Firmus, a $15.5bn AI infrastructure company co-founded by Oliver Curtis and Tim Rosenfield, has won council approval from Tasmania's George Town Council for its 288MW AI factory at Bell Bay despite community protests ove…
A developer recounts how a Go-based infrastructure service hit 1 million concurrent goroutines in 2021, and how the lessons from that incident—structured concurrency, cancellation propagation, and resource budgeting—are …
Google has begun a global rollout of Scene Extension in the Gemini app for Google AI Plus, Pro, and Ultra subscribers, enabling users to extend existing videos with newly generated footage. The feature is part of Gemini …
CockroachDB has introduced automated SQL user lifecycle management, enabling automatic provisioning on first login, auditing filters for dormant accounts, and bulk deprovisioning with dependency safety, reducing manual w…
Tencent's Hy4 Preview, an open-source Mixture-of-Experts model with 770B total parameters and 49B active per token, is now available on Vercel's AI Gateway, supporting a 1M-token context window for long-horizon coding, d…
Dark Bloom, a distributed inference network, pays Mac owners to share idle compute for AI inference, with payouts via Stripe and models served through OpenRouter at lower prices. The project, which requires at least 48GB…
Dark Bloom, a distributed AI inference network, pays Mac owners roughly $37 per month for a Mac Studio with an M5 Ultra chip and 96GB of memory, requiring a 48GB RAM minimum and using Stripe for payouts. The project, whi…
Fal AI prices its hosted Hunyuan H3 Max video model at about 12.5 cents per 5-second 480p clip and roughly 25 cents at 720p during a promotional period, with post-promo rates rising to about 25 cents at 480p and 40 cents…
Hunyuan Video 3, an open-weight video generation model, can now be run locally in ComfyUI with an 8-step Turbo LoRA and sage attention to generate 5-second clips in roughly 80 to 90 seconds on a capable home GPU, down fr…
Tencent's 770B-parameter Hy4 preview model, a Mixture-of-Experts architecture with 49B activated parameters per token, is now deployable locally via prebuilt Docker images for vLLM and SGLang, requiring an 8-GPU node wit…
Superlinked Inference Engine (SIE) and vLLM serve inverse purposes: vLLM optimizes token throughput for a single large language model across multiple GPUs, while SIE consolidates many smaller specialist models onto one G…
Telnyx has launched GLM-5.3, a 753B-parameter reasoning model with a 1M token context window, on its Inference API, claiming it matches Kimi K3 on the Artificial Analysis Intelligence Index at roughly half the cost and t…
After three months running an agentic harness, an unnamed developer reports their agent's error rate rose from zero to 34 percent, but only because the system stopped hiding failures. The developer distilled four lessons…
According to Google Cloud's ROI of AI Report, 52% of executives report deploying AI agents in production, and 88% of agentic AI early adopters see positive ROI, as self-service business intelligence shifts toward agentic…
Inco AI launched day-0 support for Z.ai's GLM 5.3 model, releasing DFlash 2 and NVFP4 checkpoints alongside an Inco Engine endpoint that delivers up to 4.4× throughput versus the native FP8 checkpoint with autoregressive…