A free tool shows whether ChatGPT, Gemini, Claude, and Perplexity name your brand in AI-generated recommendation answers, with a visibility score, gap analysis, cited sources, and competitor comparison.

Murmell is a cloud canvas that brings teams and AI agents together to collaborate. It is currently featured on Product Hunt with a discussion thread and link.

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Zenith is an AI-powered automatic estimator for machine shops. It reads 2D PDF blueprints with computer vision to produce itemized manufacturing quotes in under two minutes, with features like shop calibration, advanced sheet-metal takeoff, and a planned on-prem secure deployment.

gnt is an open-source governance layer for AI agents. Company rules live as Markdown files in a Git repo; merging a pull request approves them. Agents call its MCP tools—including check_action—before risky actions and receive an allow, block, or needs_human verdict with cited rules. Self-hosting is free; a hosted version is available at gntai.dev.

San Francisco-based Weave, which builds software to measure whether AI coding tools actually boost developer productivity, has raised $13.5M in Series A funding. Its output score helps business leaders assess the return on AI spending, discouraging the practice of 'tokenmaxxing.' The company now measures output for 20,000 engineers at over 500 companies, including Robinhood, Reducto, and PostHog.

AI reasoning models are solving long-standing mathematical conjectures at an unprecedented pace, raising urgent questions about the future of mathematical research and the role of human mathematicians. From disproving major conjectures to Terence Tao's 'AI Capability Conjecture,' this article examines how the discipline may shift from human-led problem-solving to AI-assisted curation and exposition.

Andrew Stein's 'Disruption' makes its US debut at Pershing Square Signature Center, starring John David Washington. The sleek off-Broadway thriller about data privacy and AI features a knockout cast but its tech commentary feels dated, offering few fresh insights three years after its London premiere.

Circles uses the OpenAI API and Codex to power AI-native telco experiences, increasing ARPU by 22%, reducing churn by 9%, and improving development efficiency.

Preference alignment has become a crucial component in enhancing the performance of Large Language Models (LLMs), yet its impact in Multimodal Large Language Models (MLLMs) remains comparatively underexplored. Similar to language models, MLLMs for image understanding tasks encounter challenges like hallucination. In MLLMs, hallucination can occur not only by stating incorrect facts but also by producing responses that are inconsistent with the image content. A primary objective of alignment for MLLMs is to encourage these models to align responses more closely with image information. Recently…

A 16-year-old developer introduces Sprocket, an open-source AI agent that combines hardware design with code generation and can autonomously purchase components and SaaS subscriptions. It runs via npx, a desktop app, or CLI, and uses web context to create schematics, BOMs, and assembly instructions.

A new analysis shows nearly 30% of credentials listed on U.S. LinkedIn profiles are now AI-related, up from just 1-2% before ChatGPT launched. Experts call AI certifications a "cherry on top" that can help candidates stand out, but caution that costs vary widely and returns are uncertain.

The TLBIC Policy Proposal v9.0 releases an expanded appendix on AI dialogue, including a note on shared human wisdom. The English appendix is hosted as a PDF on Google Drive.

Open source maintainer Jamie Tanna reflects on the rising tide of AI-generated contributions, the pressure on small maintainer teams, and whether maintainers can lean on AI tools without losing the human touch. Using data from the Renovate project, he shows a sharp increase in PRs and asks other maintainers how they are coping.

In this tutorial, we design a complete GeoAI workflow for extracting building footprints from high-resolution NAIP aerial imagery. We begin by configuring the geospatial deep learning environment, downloading raster imagery and vector labels, and inspecting their spatial properties before generating georeferenced image chips and segmentation masks. We then train a U-Net model with a ResNet-34 encoder, evaluate its learning behavior, and apply sliding-window inference to an unseen scene. Beyond semantic segmentation, we convert predicted masks into cleaned and regularized building polygons, calculate IoU and F1 metrics, explore zero-shot segmentation with Grounding DINO and SAM, and compare the results with a pretrained Mask R-CNN instance segmentation model. We also demonstrate how the sa…

A security researcher investigating Anthropic's disclosure of an AI agent that published malware during a CTF found a suspicious PyPI package, anthropickit, which steals SSH keys and CI secrets. The package's sloppy, revealing behavior suggests its author believed the attack was only a simulation.

Thinking Machines Lab released Inkling-Small, an open-weights Mixture-of-Experts model with 276B total parameters and 12B active. It matches or beats the larger 975B-parameter Inkling on several reasoning and coding benchmarks, yet runs from a single NVIDIA B300 in NVFP4. Factual recall, however, regressed on SimpleQA and similar evals.

As of today, the EU's rules on AI models become enforceable, cementing the European Commission's role as the world's most prominent regulator of this disruptive technology. Euronews takes a deep dive into what the rules mean for Europe and beyond.

Fender CEO Edward “Bud” Cole’s May interview comments comparing cover songs and bandmates to “analog AI” have resurfaced, adding fuel to the backlash over the company’s cease-and-desist letters to guitar builders. The article argues the comparison is misguided because of the scale of AI training data and the fundamentally human nature of artistic creation, and it pushes back on Cole’s claim that AI helps people become master songwriters, citing evidence of deskilling.

Arnold Kling, an early commercial web developer, argues that despite the hype, he cannot do anything with AI today that he couldn't two years ago. He contrasts the rapid evolution of the 1990s web with what he sees as a missing 'middle layer' of AI application developers and worries AI may be falling behind the web's trajectory.

OpenAI's GPT 5.6 Luna price cut makes AI-assisted analytics dramatically cheaper. Small models now match prior-gen flagships, enabling low-latency agentic data workflows at under half a cent per answer. The authors recommend switching to Luna on max effort, pairing it with fast analytical databases, and investing in context and evals.

EvoChess is a chess variant built around evolution and promotion. You begin with only a king and eight pawns, then accumulate promotion rights to gain bishops, knights, and rooks. The AI opponent runs offline on a phone via a lightweight neural net, and a "Fun" mode makes the AI think while you think.

ClarAI is an offline visual-novel-style AI anime girlfriend app powered by a local 1.5B-parameter model. It promises zero data transmission, supports 16 poses/expressions, 16 sceneries, and adaptive soundscapes, and requires 4GB RAM and ~1.4GB storage.

Claudemon is a Product Hunt listing that brings wild Pokémon onto your screen while you wait for Claude Code.

16-year-old developer Aarav introduces Sprocket, an open-source AI agent that outperforms other agents in both hardware and software tasks. It can autonomously purchase hardware parts or SaaS subscriptions from any website, and can generate schematics, BOMs, and assembly instructions.

Security researcher cR0w argues that ChatGPT and similar GPT chat services do not fundamentally raise the cyber threat level for most organizations. Examining motive, opportunity, and capability, he contends that the real gap remains basic security hygiene rather than AI-powered adversaries, and urges replacing panic and hubris with sound threat modeling.

The EU has published a Code of Practice on Transparency of AI-Generated Content to help providers and deployers comply with AI Act transparency obligations. It covers marking and detection of AI-generated content, and labelling of deepfakes and AI-generated text. Signing the voluntary code offers a presumption of compliance, reducing administrative burden. The code applies from 2 August 2026, and about 190 organizations have signed.

Agents Week explores how cloud infrastructure must evolve to serve autonomous agents rather than human browsers. The article introduces the idea of an "Agent Cloud," arguing that it must provide agent-native primitives while also acting as a translation layer for today's human-shaped web.

The reviewer spent two weeks with the $700 SwitchBot Kata Friends AI pet in their home office. The device coos and warbles, but without a paid subscription, it's essentially useless.

Drawing on consultant Nikhil Suresh's investigations, this article argues that corporate AI mania is eviscerating global decision-making. Executives exaggerate AI gains to protect their jobs, workers resort to “AI washing,” and honest skeptics are punished. Suresh reports a 0% success rate across enterprise AI projects he has observed, and warns that the “AI changes everything” claim is closer to faith than fact.