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OpenAI and Broadcom Introduce AI Inference Chip

The chip would give AI model makers the option to offer lower token prices, possibly easing the concerns of businesses worried about higher token costs.

AI BusinessModels / ChipsIn-site article
Mycelium – Codebase Memory for AI Coding Agents

Mycelium provides AI coding agents with persistent, queryable memory of the entire codebase. It reduces files read per task from 40 to 4, saving 7k tokens per task, and includes features like natural language preflight, live graph viewer, agent change history, and semantic search.

Hacker News AIAgentsIn-site article
Gradium Launches stt-translate and s2s-translate, Real-Time Speech Translation Models Beating gpt-realtime-translate on Accuracy and Latency

Gradium released two real-time speech translation models: stt-translate (speech-to-text) and s2s-translate (speech-to-speech), covering English, French, German, Spanish, and Portuguese across 20 language pairs. By collapsing the traditional three-model cascade into two, they achieve better BLEU and MetricX scores than gpt-realtime-translate, with an average latency of 3.0 seconds—just behind Gemini's 2.9s—while adding output voice selection and cloning.

MarkTechPostModels / Agents / PolicyIn-site article
How LangSmith and LangChain OSS Help You Meet EU AI Act Requirements

The EU AI Act compliance deadline is August 2, 2026. This article explains what the Act requires for high-risk AI systems and how LangSmith and LangChain OSS help meet each requirement through full observability, automated evaluations, human oversight, and more.

LangChain BlogAgents / PolicyIn-site article
My Pele Agent Trading the World Cup Prediction Markets with AI and Crypto

The author built an AI agent named Pele using Hermes framework and Pascal prediction market to automatically trade World Cup matches. The agent operates via Telegram, has its own Solana wallet, and executes bets based on an investment strategy. The author shares the setup process, strategy, and early lessons.

Hacker News AIAgents / PolicyIn-site article
Stanford graduates rethink their futures as AI transforms tech

At Stanford University's commencement, students expressed mixed feelings about AI. Some are hopeful, others fearful. Google CEO Sundar Pichai's speech was protested. The article explores how AI is reshaping job prospects, education, and societal norms for the next generation.

Hacker News AIAgents / ChipsIn-site article
Congresswoman denies staff used AI to write defense funding amendment

Rep. Anna Paulina Luna (R-FL) says her staff used AI for "spellcheck" in an amendment summary for a major defense bill, but denies it was used for the bill text itself and says "NO Legislation is ever drafted with AI." She issued the response after screenshots showed a Claude AI reference in the summary.

The Verge AIPolicy / StartupsIn-site article
AI IQ Bio

Bio IQ is a benchmark leaderboard for life sciences AI, evaluating models on key biomedical tasks.

Hacker News AIResearchIn-site article
Microsoft uses AI to link two malware operations in racketeering suit

Microsoft, with AI assistance and international law enforcement, disrupted StealC and Amadey malware by taking down over 200 C2 servers. The novel approach uses RICO to target the cyberattack supply chain instead of a single tool, marking a shift in cybercrime disruption.

Hacker News AIPolicyIn-site article
Superhuman acquires AI detection startup GPTZero with 19M+ users and $30M ARR

GPTZero, known for its AI detection tools and used by over 19 million people, has been acquired by Superhuman, the company behind Grammarly and Superhuman Mail. The acquisition aims to integrate AI detection into email and expand its reach in education and beyond.

Hacker News AIResearch / StartupsIn-site article
70% of companies deploying customer service AI agents see ROI in 60 days

According to a Salesforce survey of 3,075 service professionals, 70% of service organizations using AI agents report positive outcomes within 60 days. AI agent adoption in customer service has grown from 39% to 66% over the past year. A new outcome-based pricing model (pay-per-resolution) is expected to accelerate enterprise adoption.

ZDNet AIAgents / ResearchIn-site article
Show HN: Drudgereport but for AI

AI Titus News aggregates AI industry updates in a Drudge Report-style format, covering Claude's self-coding, new orchestration APIs, model releases, and community highlights.

Hacker News AIAgents / ChipsIn-site article
Show HN: Lelu – gate OpenAI agent actions on confidence and prompt injection

Lelu is an open-source authorization engine for AI agents that checks every action for prompt injection, low confidence, and policy violations. It uses a layered pipeline including confidence gates, policy evaluation, and risk models, and supports human-in-the-loop review. Self-hosted, MIT licensed, with SDKs for Node.js and Python.

Hacker News AIAgents / PolicyIn-site article
Build a healthcare appointment agent with Amazon Nova 2 Sonic

In this post, you will learn how to build a voice agent that handles appointment reminder conversations using Amazon Nova 2 Sonic and Amazon Bedrock AgentCore. The agent authenticates patients by voice, manages appointments (confirm, cancel, or reschedule), collects pre-visit health information, and escalates to human staff when needed. You handle routine calls at scale, which can help reduce no-show rates. This sample focuses on the agentic side of the problem: voice conversation and tool orchestration. A browser-based interface is included for testing. To connect the agent to actual phone lines for outbound dialing, you would integrate a telephony service such as Amazon Connect Customer.

AWS Machine Learning BlogAgentsIn-site article
AI-powered BI with Snowflake and Amazon QuickSight

This post explains how to build an end-to-end integration between Snowflake semantic views and Amazon QuickSight. Using movie review data, it demonstrates how to define a shared business logic layer, explore data with natural-language queries via Cortex Analyst, and generate consistent dashboards—reducing data reconciliation efforts and AI hallucinations.

AWS Machine Learning BlogAgents / ChipsIn-site article
Quoting Tom MacWright on AI-Generated Job Applications

Tom MacWright observes that an increasing number of job applications are fully or partially generated by LLMs, making candidates 'accidentally anonymous'.

Simon Willison's WeblogModels / ResearchIn-site article
AI coding agents need evidence-first review, not just cheaper routing

This article argues that for AI-assisted coding, model call costs are only a small fraction of total engineering decision cost, with human review and rework being the true bottleneck. It compares routing, agentic RAG, multi-model deliberation, and automated testing, and advocates for a verification layer that connects claims to evidence, narrowing the review search space. It also quantifies when extra verification pays off.

Hacker News AIAgents / PolicyIn-site article
How Daikin Applied Americas builds consistent data pipelines at scale with Genie Code

Daikin Applied Americas redesigned its data engineering operating model using Databricks Genie Code, implementing a MECE skill framework and medallion architecture to enforce consistency. This AI-assisted approach accelerates pipeline development while maintaining governance and alignment with business concepts.

Databricks BlogAgents / PolicyIn-site article
Beyond expands AI offering with revenue management tools

Revenue management platform Beyond has launched a suite of AI-powered tools including Listing Lens, an AI listing analyzer, and a beta MCP server for AI integrations. The company's earlier AI pricing assistant Neyoba has already saved customers over 100,000 hours of manual analysis.

Hacker News AIAgentsIn-site article
Show HN: SparQ Pulse – Self-hosted, GitHub-native project management

SparQ Pulse is an open-source Developer Experience suite for GitHub-native teams, featuring project management, async standups, blockers tracking, team presence, action items, chat, documents, time tracking, and optional AI. It self-hosts via Docker with SQLite/PostgreSQL and uses Python, Flask, HTMX. The project has 12 stars on GitHub and is licensed under AGPL-3.0.

Hacker News AIPolicy / StartupsIn-site article
Meta releases a new AI app for creators

Facebook announced it's reimagining its Creator Studio tool as a standalone AI companion app to help creators grow their audiences on the social network, competing with TikTok and YouTube.

Hacker News AIToolsIn-site article
Show HN: Get AI to recommend your product or service

A developer noticed uneven AI recommendation traffic across his products and built a free tool that scans your website, simulates buyer queries, checks if AI recommends your product, compares with competitors, and provides an optimization checklist to increase recommendation rates.

Hacker News AIResearch / RoboticsIn-site article