sm14yu.bsky.social
@sm14yu.bsky.social
Boltzbit released a preview paper on Bayesian Self-learning transformers (BAST) for dynamic-weight LLMs that adapt from live data, claiming up to 1,000x faster learning than current SOTA methods.
September 23, 2026 at 5:52 PM
An AI engineer outlines practical skills for reliable systems: understand API internals, evaluate RAG retrieval separately, handle chunking/reranking tradeoffs, use structured outputs, write evals early, add tracing/cost tracking, inspect tool agents, and address injection risks.
September 23, 2026 at 5:10 PM
Remote Associate Backend/AI Engineer role at EMPLAY open to 2023-2026 batches. Salary range 35k-60k/month. Involves Python, FastAPI, GenAI, LLMs, RAG, LangChain/LlamaIndex and AWS services. Email resume with CTC, notice period and LinkedIn to [email protected].
September 23, 2026 at 4:52 PM
WFGY open-source repo bundles AI reasoning, RAG, agents, and workflows into one codebase plus a Problem Map for tracing pipeline breakdowns.
September 23, 2026 at 4:31 PM
Vibe coders risk massive code bloat when agents reimplement the same file upload or API logic in new sessions. Use semantic embeddings to map functions, enforce RAG checks over git history in prompts, and include llms.txt files to avoid duplication.
September 23, 2026 at 4:10 PM
Opinion: 70B chat LLMs are mismatched for routing or classification because autoregressive token generation creates 2–4 s delays. Specialized models that output typed probability distributions directly could cut this to 70–500 ms for real-time pipelines.
September 23, 2026 at 3:52 PM
Neginet is hiring four remote LATAM roles: Senior Software Engineer (Node.js/TypeScript/Web3 payments), Senior Data Scientist (Python/LLMs/RAG), Part-Time Technical PM (AI delivery), and Mid-level Fullstack Engineer (TypeScript/React/AI). B2/C1 English required. Email CV to [email protected].
September 23, 2026 at 3:31 PM
Cobrainer runs graph, vector, full-text, and memory for its AI agent on one engine to support a skills-intelligence platform with Graph RAG.
September 23, 2026 at 3:10 PM
LuMay AI is hiring a Solution Architect / Tech Lead in Chennai. Full-time role requires 6–10 years experience building secure enterprise AI solutions across GenAI, RAG, AI Agents and Voice AI. Apply: [email protected]
September 23, 2026 at 2:52 PM
RAG locates relevant knowledge while knowledge graphs connect, reuse, and trace conclusions to sources and limits. The two handle separate tasks, so industrial AI benefits from using both rather than choosing one.
September 23, 2026 at 2:31 PM
Apple is now shipping Mac minis and Studios with M5/M6 chips, delivering up to 1.2 TB/s bandwidth and 512 GB unified memory. This puts 400B-class open models in a single local box for private inference.
September 23, 2026 at 2:10 PM
Haystack is an open-source framework for modular LLM pipelines and agent workflows, with component-based architecture for swapping retrievers, generators, and provider integrations.
September 23, 2026 at 1:49 PM
Semantic chunking groups sentences by meaning via embeddings and cosine similarity. Related sentences stay together while topic shifts create new chunks, which can improve context quality in RAG pipelines.
September 23, 2026 at 1:31 PM
A practitioner's guide presents six production architectures for GraphRAG that combine semantic search, knowledge graphs, and LLM reasoning beyond basic retrieval.
September 23, 2026 at 1:10 PM
LLMs cite isolated paragraphs, not pages. Structure each section to open with a verifiable answer, attach primary sources to every claim, and write chunks that stand alone without pronouns or context.
September 23, 2026 at 12:49 PM
Jason Zhou's benchmark showed a context-aware tool proxy beating BM25 by 9x when selecting from 3,000+ endpoints. As catalogs grow, retrieval before reasoning is becoming the practical next layer for agents.
September 23, 2026 at 12:31 PM
SK Telecom's Cazen Lee and Seungbum Lee will cover real-time per-user decisioning at DSS2026, combining Apache Flink, AI agents with RAG, and production observability for tens of millions of users.
September 23, 2026 at 12:10 PM
For 100K-employee ChatGPT, the LLM is not the hard part—the security architecture is. Proposed elements include private inference, permission-aware RAG, PII protection, secure tool calling, prompt injection defense, and tamper-evident audit logs.
September 23, 2026 at 11:49 AM
Partha Sarkar outlines six advanced architectural patterns for GraphRAG beyond basic graph retrieval.
September 23, 2026 at 11:31 AM
AMD slide shows agentic AI turning data-center design from cost-per-token to cost-per-finished-task. Every layer—CPU orchestration, GPU reasoning, storage, power, and reliability—must now support multi-step, tool-using workflows.
September 23, 2026 at 11:10 AM
RAG (Retrieval-Augmented Generation) is presented as the key concept for applying AI and LLMs in medicine.
September 23, 2026 at 10:49 AM
Hugging Face's Sep 22 daily papers thread covers 33 trending works on agent self-improvement, video world models, robotic policy distillation, and efficient LLM training methods.
September 23, 2026 at 10:31 AM
D-RAC uses a four-stage pipeline to normalize enterprise docs, convert them once with a multimodal LLM, and plan chunks over element IDs. On 236 documents it cut output tokens 95.7% while holding Recall@6 at 0.798.
September 23, 2026 at 10:10 AM
Principal AI Engineer position at InvoiceCloud, Hyderabad (hybrid). Lead architect role building multi-agent systems, LLM gateways, and evals with Azure ML and Semantic Kernel.
September 23, 2026 at 9:49 AM
Different agent setups—permission-aware RAG, GraphRAG, browser agents—share one principle: give agents enough capability to act while keeping application boundaries explicit. Anvia v1 is stable.
September 23, 2026 at 9:30 AM