Large language model (LLM) news — GPT-4, Claude, Gemini, Llama, Mistral and the latest research on training, fine-tuning, RLHF, and deployment of LLMs.
Perplexity is using OpenAI's GPT-6 Astra to write communications, change software, and monitor production systems, checking in far less frequently than with earlier models, according to OpenAI's blog. The arrangement mar…
Businesses must retool their websites and digital presence to be surfaced by AI search engines such as ChatGPT, Claude, and Perplexity, which return only a handful of recommendations rather than a scrollable list of resu…
A developer building an answer engine optimization site for SearchD implemented llms.txt, JSON-LD, and AI crawler allowances, then tested whether each actually delivers the promised citation benefits. Testing 12 AI crawl…
Cognition's SWE-2 coding model scored 83.75% on the eight-task KingBench 3 benchmark, beating DeepSeek V4.1 Flash at 81.25% and its own base model Kimi K3 at 77.5%, according to independent testing. SWE-2 is post-trained…
AI agent harnesses — the tooling layer giving models file read/write and bash access — matter more to task completion than the underlying model, according to an analysis comparing Claude Code, Codex, and Hermes. The anal…
DeepSeek released V4.1 Flash, a 552-billion-parameter mixture-of-experts model with 8 billion active input and 16 billion active output parameters that scored 74.2 on Deep SWE and 30 on Terminal Bench 3.0, placing it nea…
DeepSeek released DeepSeek V4.1 Flash, a 552 billion parameter mixture-of-experts model under an MIT license that activates only 8 billion parameters during prefill and 16 billion during decode, cutting KV cache needs by…
TokenRhythm released NeoHorse-1-9B, a 9-billion-parameter model post-trained from Qwen3.5-9B that scores a 69.04 macro average across ten benchmarks, a 3.44-point gain over the 65.60 Qwen3.5-9B baseline. The Apache-2.0-l…
AI practitioners are advising developers to build model-agnostic agent skills — reusable instruction files, context documents, and plugins — so accumulated prompt and workflow expertise survives switching between harness…
Gartner, Inc. (NYSE:IT) posted an on-site Lead Software Engineer role in Gurgaon for NLP and generative AI, requiring 7-9 years of experience in algorithms, statistics, data mining, machine learning, deep learning and na…
Digital Applied published a sixteen-probe reference on September 12, 2026, for testing which instructions survive AI context compaction, distinguishing reloaded instructions from summarized conversation. The reference ci…
Birgitta Böckeler's October 2025 analysis of spec-driven development tools Kiro, spec-kit and Tessl sorted approaches into three levels — spec-first, spec-anchored and spec-as-source — and found that all SDD approaches s…
Cerebras is now serving OpenAI's GPT-5.6 Sol at up to 750 output tokens per second, according to a Cerebras blog post, a speed the source frames as moving the performance bottleneck from the model to low-level primitives…
A new proposal calls for a common GPU execution and memory-management layer above CUDA, ROCm, and Intel XPU/oneAPI so that AI workloads are not tightly coupled to a single vendor, targeting 13B-class INT4 inference on 12…
A developer built CloudRAG, an open-source retrieval-augmented generation document assistant that lets users upload documents and ask questions about them. The application uses FastAPI for the backend, React for the fron…
A developer published two Rust CLI demos, gemma-rust and gemma-rust-mcp, that query a self-hosted Gemma 4 E2B model through an OpenAI-compatible HTTP endpoint and through an MCP server, respectively. The HTTP client prin…
A legal analysis of AI liability finds that no single law governs who pays when an AI system gives harmful advice, forcing courts to fit the technology into existing contract, consumer-protection, negligence and product-…
Anthropic CEO Dario Amodei published an essay titled "We Must Pace the Frontier" on Saturday proposing a three-part framework — embedded third-party evaluators, a democratic coalition of frontier labs, and US-led global …
OpenAI has paused new subscriptions and upgrades to its $200-a-month ChatGPT Pro 20X plan after demand for its Astra model strained computing capacity, OpenAI product executive Thibault Sottiaux said. Existing Pro 20X cu…
A developer argues that frontier AI coding assistants fail in production because they are trained on the "happy path" of tutorials and homework rather than the messy "sad path" of real-world engineering, a pattern dubbed…