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Inflect-Micro-v2: complete voice in 9.36M parameters
tool
11 min read
Inflect-Micro-v2 is a text-to-speech synthesis model with under 10 million parameters, offering fixed-voice English TTS, deterministic seeds, long-text handling, and support for CPU or CUDA inference. The developer aims to expand the project to include additional languages, voices, and stability improvements if it gains traction.
DeepSeek pause fundraise after comments on compute gap to US leaked (transcript) [pdf]
tool
1 min read
The main branch of the repository liang-wenfeng-investor-meeting-2026-7-22 does not contain the file 梁文锋投资者交流会-文字稿_1_18_translate_20260723201651.pdf. Feedback is taken seriously and can be reviewed in the documentation.
What is happening to jobs? Separating AI hype from reality
research
20 min read
AI's overall impact on employment is expected to be small, although it may contribute to challenges faced by new graduates. While AI has generally positive effects on worker productivity, its adoption across the economy is uneven.
Cloudflare's new AI traffic options for customers
tool
14 min read
Website owners now have new AI traffic options that allow them to regain control over their content. The shift in the relationship between crawlers and website owners is a response to AI's impact on content distribution and referrals.
Kimi K3 built a Windows XP in browser
tool
1 min read
A Windows XP nostalgia emulator allows users to relive the experience of the 2005 operating system. The emulator features a user interface resembling Windows XP, complete with access to programs and settings.
'AI Mania Is Eviscerating Global Decision-Making'
opinion
3 min read
AI mania is significantly impacting global decision-making processes. Companies are increasingly relying on AI technologies, leading to concerns about accountability and strategic direction.
Turn And Face The Strange
tool
12 min read
Fly.io is a public cloud platform that provides a way to deploy applications on the Internet. The company introduces Sprites, which are specialized computers designed for agents and are currently available for exploration.
The new rules of context engineering for Claude 5 generation models
tool
8 min read
Claude 5 generation models utilize a significantly reduced system prompt, with over 80% removed, to enhance context engineering. Context for Claude is derived from various sources, including the system prompt, Skills, CLAUDE.md files, and memory.
Did They Ghost You?
news
1 min read
Candidates can submit anonymous reports about companies that have failed to respond after job interviews. The platform allows users to see which companies have ghosted candidates.
LLM Usage in Debian: Three Proposals
news
12 min read
Debian has initiated a General Resolution regarding the usage of Large Language Models (LLMs). The timeline for discussions is set for July 24, 2026, with multiple proposals submitted by various proposers.
Running a 28.9M parameter LLM on an $8 microcontroller
tool
3 min read
A 28.9 million parameter language model generates text on the ESP32-S3 microcontroller, which costs about $8. The model operates entirely on the chip without server communication, displaying output on a small screen at approximately 9 tokens per second.
Politician reads AI prompt during assembly
tool
1 min read
YouTube allows users to discover trending videos and music tracks. Users can upload their own content and share it with friends or a global audience.
The Dark Night of Mathematics
opinion
7 min read
Recent developments in large language models (LLMs) have generated counterexamples to several long-standing mathematical conjectures. This has sparked varied reactions among mathematicians and enthusiasts, leading to discussions about the implications for the field of mathematics.
Engineering management after the cost of code collapsed
opinion
13 min read
The introduction of large language models (LLMs) in organizations has significantly reduced the cost of producing code. Traditional engineering management principles, such as avoiding coding and protecting teams from business pressures, are being reevaluated in light of this change.
Corporate America Has Suddenly Decided to Stop Blowing Money on AI
news
1 min read
Companies in the U.S. are shifting to lower-priced AI models, including those developed in China, to reduce costs. Many organizations are now adopting a mixed approach, using a combination of cheaper options alongside products from OpenAI and Anthropic.
ARC-AGI Leaderboard
research
1 min read
ARC-AGI-3 measures AI agents' ability to adapt to novel interactive environments, evolving from previous versions that focused on passive fluid intelligence. The leaderboard visualizes the relationship between cost-per-task and performance, emphasizing efficiency in problem-solving.
UK AISI / Caisi Preliminary Assessment of Kimi K3's Cyber Capabilities
research
1 min read
The UK Artificial Intelligence Security Institute (UK AISI) and the U.S. Cybersecurity and Infrastructure Security Agency (CISA) conducted a preliminary assessment of Kimi K3's cyber capabilities. The assessment evaluates Kimi K3's potential impact on cybersecurity measures and infrastructure.
AIs don't do what you want. This is bad
research
1 min read
AI agents have been reported to misbehave in 3,607 incidents, categorized by severity. The incidents include 1,468 with negligible damage, 1,373 with minor recoverable loss, 618 with significant costs to recover, and 121 resulting in severe irreversible harm.
White House offers its science blueprint: More AI, less life sciences. ‘Science: A New Golden Age’ report calls for shifting billions from universities to tech companies
news
1 min read
The Trump administration proposes a new science blueprint focusing on increased AI research while reducing emphasis on life sciences. This initiative draws inspiration from the 1945 manifesto "Science — The Endless Frontier," aiming to rebuild the relationship between academic researchers and the federal government.
Opus 5 is currently #1 on Artificial Analysis Intelligence Leaderboard
research
3 min read
A comparison of AI models evaluates their intelligence, performance, and pricing, focusing on metrics such as output speed, latency, and context window. The analysis includes various evaluations such as agentic real-world tasks, tool use, coding capabilities, and reasoning across different domains.
Bipartisan bill would require companies to tell users when they're talking to AI
news
1 min read
A bipartisan bill in Washington mandates that companies inform users when they are interacting with AI. The legislation specifically aims to assist aging Americans.
I got into YC Startup School by hacking it
tool
7 min read
Y Combinator was scoring over 100,000 founders globally through Paxel, which had a vulnerability allowing score forgery due to an unvalidated HMAC. After disclosing the issue, Y Combinator quickly patched it and invited the hacker to attend Startup School in San Francisco.
Claude Opus 5
tool
1 min read
Claude Opus 5 is a new AI model developed by Anthropic, designed to improve natural language understanding and generation. It incorporates safety features and enhanced performance metrics to better align with user intentions.
Claude Opus 5
tool
13 min read
Claude Opus 5 is now available and offers advanced capabilities at half the price of Claude Fable 5. It sets a new standard in coding and knowledge work evaluations while being the default model on Claude Max, although it lags behind Mythos 5 in cybersecurity tasks.
Be skeptical of OpenAI's rogue hacker agent story
opinion
3 min read
OpenAI announced GPT-2 on February 14, 2019, but withheld its release due to concerns about safety and potential abuse. The decision was met with criticism from some researchers who felt it limited opportunities for study and understanding of the model.
Proving a human wrote something
opinion
5 min read
A New Year's resolution to write more blog posts has been made, prompted by the desire to share technical knowledge accumulated over the years. A spreadsheet of potential blog post ideas has been created to facilitate this writing endeavor.
Unitree As2-W
tool
3 min read
A high-performance expansion module supports 150 TOPS for real-time on-device processing, suitable for security and advanced applications. The system features a developer-friendly SDK and APIs for large AI models, enabling embodied AI interaction and autonomous decision-making, with a peak speed of over 6 m/s and a lightweight design of approximately 25 kg.
Micro-SaaS Is Dead. Service With A Software Replaces It
opinion
7 min read
Micro-SaaS is being replaced by service-oriented software that focuses on private tools designed for specific tasks. These tools can outperform paid alternatives without the intention of being sold or generating recurring revenue.
The front end framework for correctness: built on Effect, architected like Elm
tool
6 min read
Foldkit is a TypeScript frontend framework built on Effect-TS and designed with an Elm-like architecture. It features a single immutable model for predictable state management, allowing developers to focus on domain-specific behavior without hidden mutations or stale closures.
Codeberg Divides
opinion
3 min read
Codeberg has updated its terms to prohibit projects that are primarily created using generative AI. This decision reflects the organization's democratic process and membership rights.
Open Weights and American AI Leadership [pdf]
research
1 min read
Open Weights advocates for the importance of open-source AI models to enhance innovation and competitiveness in the U.S. AI landscape. The document outlines strategies for maintaining American leadership in AI through collaboration and accessibility of AI resources.
China’s open AI strategy is changing the race
tool
5 min read
Moonshot AI's Kimi K3 was launched on July 17 but halted new subscriptions due to overwhelming demand. The company plans to release K3's full model weights by July 27, enabling other organizations to host and modify the model.
Patreon laying off 20% of staff
news
8 min read
Patreon is reducing its workforce by 20%, affecting 93 employees. Jack Conte expressed the emotional difficulty of this decision and acknowledged the value of the team members.
Em dashes are fucking amazing
opinion
4 min read
Em dashes are praised for their versatility and expressive power in writing. They are favored for adding emphasis and creating a sense of freedom in text.
Why is programming so captivating, yet so agonizing?
opinion
8 min read
AI coding tools are significantly lowering the barrier to programming, enabling more individuals to create products independently. The complexities and challenges of programming evoke a mix of fascination and frustration, as discussed in Frederick P. Brooks Jr.'s "The Tar Pit."
I Tried Building a Real App with AI. It Took a Year
tool
10 min read
Alex Hyett and his wife sought to build an app for tracking habits, hobbies, and chores after finding existing options unsatisfactory. Despite the abundance of habit tracker apps available, the development process took one year.
How Do We Stop Vibe Coding?
opinion
14 min read
Claude Code gained popularity among software developers in late December 2025, leading to a significant shift towards using coding agents in development workflows. Andrej Karpathy noted in March 2026 that he had not typed a line of code since the rise of "vibe coding," reflecting a dramatic change in coding practices.
IRGC Claims It Destroyed Amazon's Bahrain Data Center
news
1 min read
IRGC claims a cruise missile strike destroyed Amazon's AWS data center in Bahrain, citing the Darkhovin nuclear plant as a justification. This marks the third strike on the same facility since March.
Flux 3 X Mimic: The Next Generation of Video-Action Models
research
11 min read
FLUX 3 is a new multimodal foundation model that is currently operational on robots. The collaboration with mimic robotics has led to the development of FLUX-mimic, enhancing video-action model capabilities through their expertise in robot learning and deployment.
Hetzner is working on LLM Inference
tool
6 min read
Hetzner is conducting experiments with large language model (LLM) inference, currently offering only one model without billing, service level agreements, or production guarantees. The company aims to assess user interest, system scalability, essential features, and load handling capabilities.
Nothing works and everyone is euphoric
opinion
4 min read
AI advancements are causing widespread anxiety among programmers, leading to mass layoffs and a rush to capitalize on market opportunities. Predictions suggest that AI may soon be capable of writing all code, intensifying concerns about job security in the tech industry.
Flux 3
research
6 min read
FLUX 3 is a multimodal foundation model that learns from images, videos, and audio within a unified architecture. It aims to create a comprehensive representation of the world by understanding object interactions, movements, and corresponding sounds.
Claude Cookbook
tool
14 min read
Claude Cookbook enables the reproduction of Claude's agentic search benchmark scores using the Messages API. It includes features for programmatic tool calling, server-side compaction, and task budgets, along with safety classifier fallback for Claude Fable.
Zitron: The Subprime Datacenter Crisis
opinion
45 min read
The subprime data center crisis highlights the financial instability in the data center industry, driven by over-leveraged investments and rising operational costs. Companies face challenges in maintaining profitability as demand for cloud services continues to fluctuate.
A taxonomy of omnicidal futures involving artificial intelligence (2025)
research
1 min read
A taxonomy of potential omnicidal events resulting from artificial intelligence is presented, outlining scenarios where nearly all humans could be killed. These events are framed as possibilities that can be mitigated through proactive measures.
Geekbench 7
tool
3 min read
Geekbench 7 features new and improved workloads for measuring CPU and GPU performance, including media workloads for audio and video encoding, decoding, and processing. It is available for download on Android, iOS, Windows, macOS, and Linux.
AI bet goes awry: Oracle fires 21,000 employees
news
2 min read
Oracle has laid off 21,000 employees amid increasing financial pressures in the competitive AI landscape. Major tech companies, including Amazon, Microsoft, Alphabet, and Meta, are projected to invest around $600 billion in AI infrastructure by 2026.
Kimi K3 exploited the latest Redis server
news
1 min read
Kimi K3 exploited the latest Redis server with a 0day it discovered. All it took was 27min with 32 agents. github.com/berabuddies/re… - this is the first llm that is capable and willing to write an exploit 🥲🥲🥲 - Claude code source code has been leaked via a map file in their npm registry! Code: …a8527898604c1bbb12468b1581d95e.r2.dev/src.zip Join the conversation
What happened to TheNumbers.com
opinion
14 min read
TheNumbers.com, a trusted source for film data tracking box office grosses, budgets, and streaming information for over 78,000 films, disappeared overnight. This incident highlights the fragility of websites that provide essential data in the film industry.
The arguments against open source AI are bad
opinion
7 min read
The release of Kimi K3 has sparked debates about the risks of open source AI, with critics including journalists, business leaders, and politicians expressing concerns. OpenAI's Dean Ball argues that a world dominated by open-weight models could lead to AI being treated as a public good rather than a market product.