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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
The $27 million AI proxy war over Alex Bores ends in a draw

New York Assemblyman Alex Bores narrowly lost the Democratic primary to Micah Lasher, marking a temporary truce in a $27 million proxy war between Anthropic and OpenAI. Bores, known for his AI safety bill, was outspent but outperformed other high-profile candidates, with AI industry PACs spending $27.41 million combined.

The Verge AIPolicy / StartupsIn-site article
What are Dashboards?

A dashboard is a live visual interface that brings together key metrics from multiple sources into one screen, helping teams monitor performance and act on data at a glance. Effective dashboards have a single clear purpose, a defined audience, and consistent data behind them. AI is shifting dashboards from static screens to conversational interfaces, but trustworthy AI-assisted analytics depends on governed, consistently defined data at the source.

Databricks BlogPolicy / ResearchIn-site article
Web-Based Indirect Prompt Injection Observed in the Wild

Palo Alto Networks Unit 42 reports the first real-world detection of indirect prompt injection (IDPI) attacks being actively weaponized. These attacks embed hidden instructions in web content to manipulate AI agents, including a case of AI-based ad review evasion. The article presents a taxonomy of attacker intents and payload engineering techniques based on large-scale telemetry.

Hacker News AIAgents / PolicyIn-site article
How Loka Built a Natural, Low-Latency Voice Agent with Amazon Nova 2 Sonic

Loka built a conversational AI agent using Amazon Nova 2 Sonic that addresses the latency and unnaturalness of traditional voice assistants, achieving high accuracy, low cost, and natural interactions through native speech-to-speech processing.

AWS Machine Learning BlogAgents / PolicyIn-site article
Malicious AI 'Skills' on OpenClaw's ClawHub Marketplace Bypass Scanners to Deliver Infostealers

Unit 42 researchers uncovered malicious actors publishing dangerous 'skills' on OpenClaw's ClawHub marketplace that bypass security scanners. The skills use social engineering and obfuscation to trick users into executing commands that deploy infostealers like Atomic macOS stealer (AMOS) and a new variant named cluw, posing a critical supply chain risk to AI agent platforms.

Hacker News AIAgents / ChipsIn-site article
Thinking to recall: How reasoning unlocks parametric knowledge in LLMs

Google Research reveals a counterintuitive phenomenon: even for simple factual questions, prompting LLMs to generate reasoning chains improves answer accuracy. Two mechanisms are identified: computational buffer (extra tokens provide additional computation) and factual priming (generating related facts facilitates retrieval).

Google Research BlogModels / ResearchIn-site article
Medical diagnosis AIs can be tricked into telling whose data trained them

German researchers have found that medical AI models are vulnerable to membership inference attacks, potentially exposing patients' data, especially those from underrepresented groups. The study calls for better privacy standards and differential privacy techniques.

Hacker News AIPolicy / ResearchIn-site article
What if the answer was already in your data?

Kythera Labs is building an AI-native healthcare strategy platform on Databricks that gives any health system access to expert intelligence through AI agents that answer strategic questions in plain language. A Louisiana health system went live in 10 days, achieving 150% more visibility into patient encounters, 22% less leakage, and $3.8M in estimated annualized value.

Databricks BlogAgents / PolicyIn-site article
Figma now has AI motion graphics and shader tools

Figma has unveiled some new design and coding product updates at its annual Config conference that aim to help creatives "push their ideas further" and automate tedious tasks with AI. Part of this is a reimagined canvas that's now optimized for full-stack development, bringing teams, AI agents, tools, and materials together in one place.

The Verge AIAgents / ChipsIn-site article
How to Build Memory into AI Agents

A practical guide to adding memory to AI agents, covering short-term and long-term memory concepts, trace analysis, and how LangSmith's tools enable a complete memory loop for agent improvement across runs.

LangChain BlogAgents / PolicyIn-site article
Accelerating Transformers Fine-Tuning with NVIDIA NeMo AutoModel

NVIDIA NeMo AutoModel builds on HuggingFace Transformers v5, adding Expert Parallelism, DeepEP fused all-to-all dispatch, and TransformerEngine kernels to achieve 3.4-3.7x higher training throughput and 29-32% less GPU memory for fine-tuning MoE models, with no API changes.

Hugging Face BlogModels / Chips / ResearchIn-site article
AI agents are changing work — and Dell’s John Roese says it’s just beginning

Dell’s global CTO and chief AI officer John Roese shares insights from nearly two years of running fully autonomous AI agents, arguing that agents will redefine work composition and require organizational redesign. He also discusses how 'tokenomics' complicates CapEx decisions, pushing CFOs toward hybrid AI.

SiliconANGLE AIAgents / ResearchIn-site article
Self-hosted bot that posts PR fixes after testing in air-gapped Docker

An autonomous, zero-data-retention AI DevOps pipeline that ingests GitHub webhooks, constructs code patches via LLM, runs them in air-gapped Docker sandboxes (Pytest/Jest), and posts validated fixes as PR comments for your review — all self-hosted with one docker compose command.

Hacker News AIPolicy / RoboticsIn-site article
Show HN: eBook to Audiobook Narration with Realistic AI Voices

A developer built ebookaloud, a service that converts eBooks to audiobooks using the open-source Kokoro model. The code was 99% written by AI (DeepSeek v4) in a multi-agent workflow. It offers pay-as-you-go pricing and aims for good-enough quality, with future plans for more languages and PDF extraction.

Hacker News AIAgents / ChipsIn-site article
Databricks positioned highest in execution and furthest in vision for the second consecutive year in Gartner Magic Quadrant

Databricks has been recognized as a Leader in the 2026 Gartner Magic Quadrant for AI Platforms for Data Science and Machine Learning, positioned highest in Ability to Execute and furthest in Completeness of Vision. This reflects the market shift from model building to deploying agentic applications at scale, emphasizing unified data, AI, and governance.

Databricks BlogAgents / PolicyIn-site article
Grassroots AI: Beyond the Moonshot

The author critiques the AI industry's obsession with fully autonomous code generation, drawing historical parallels to failed attempts like XML, UML, and LowCode/NoCode. They argue that natural language specs cannot replace code due to inherent ambiguity, non-determinism of LLMs, and the perfect map paradox. The only source of truth remains the code itself.

Hacker News AIAgents / PolicyIn-site article
Show HN: Sipp – Run small local LLMs in browser 3x faster

Sipp is a new open-source WebGPU runtime that runs small LLMs in the browser up to 3x faster than alternatives, with zero install and a unified API for local and cloud inference.

Hacker News AIModels / Agents / ChipsIn-site article
OpenAI reveals its first AI processor: Jalapeño

OpenAI unveiled a custom AI inference chip called Jalapeño, developed with Broadcom, aiming to reduce reliance on Nvidia GPUs, with deployment expected by end of 2026.

The Verge AIModels / Agents / ChipsIn-site article