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Pintarnya, an Indonesian employment platform that goes beyond job matching by offering financial services along with full-time and side-gig opportunities, said it has raised a $16.7 million Series A round. The funding was led by Square Peg with participation from existing investors Vertex Venture Southeast Asia & India and East Ventures. Ghirish Pokardas, Nelly Nurmalasari, and Henry Hendrawan founded Pintarnya in 2022 to tackle two of the biggest challenges Indonesians face daily: earning eno
Authors: Yichao Fu, Xuewei Wang, Yuandong Tian, Jiawei Zhao Paper: https://arxiv.org/abs/2508.15260 Code: https://jiaweizzhao.github.io/deepconf TL;DR WHAT was done? The authors introduce Deep Think with Confidence (DeepConf), a test-time inference method that enhances the reasoning capabilities of Large Language Models (LLMs). Instead of treating all generated reasoning paths equally, DeepConf leverages the model's internal log-probabilities to derive localized confidence scores. It operate
SQLite (with WAL) doesn't do `fsync` on each commit under default settings SQLite has a WAL mode (the default is journal mode), but you’re likely using it if you want higher write throughput. SQLite also has a PRAGMA called synchronous which configures how fsync is called. The default is NORMAL . This is what the docs say: [..] but WAL mode does lose durability. A transaction committed in WAL mode with synchronous=NORMAL might roll back following a power loss or system crash. In WAL mode when
China hosted the first World Humanoid Robot Games last week, featuring events like kickboxing, soccer, and track and field as well as real-world tasks like cleaning and climbing stairs. There were plenty of robotic triumphs, including China's own Unitree, which took home the most medals, including four Golds in track and field events. There were also plenty of robot fails, including brutal knockouts in kickboxing, flops on the race track and painful pile-ups on the soccer field where robots fe
ThinkMesh ThinkMesh is a python library for running diverse reasoning paths in parallel, scoring them with internal confidence signals, reallocates compute to promising branches, and fuses outcomes with verifiers and reducers. It works with offline Hugging Face Transformers and vLLM/TGI, and with hosted APIs. Note: This is still in it's early development phase and breaking changes can sometimes occur Highlights Parallel reasoning with DeepConf‑style confidence gating and budget reallocation
What are we talking about? This line of code that appears in pretty much every single Arduino sketch/project: Serial.begin(115200); This line of code is everywhere - a quick search on GitHub finds over 450,000 instances of it. GitHub Search I started to question this when I was testing out my new boards. I was streaming audio from the board and noticed that the rate I was receiving data at bore no relation to the baud rate I was setting. Audio testing If we look closely at the image, we ca
😎 The following was developed last month and has already been delivered at two conferences. If you would like for me to run a workshop similar to this at your employer, please get in contact Hey everyone, I'm here today to teach you how to build a coding agent. By this stage of the conference, you may be tired of hearing the word "agent". You hear the word frequently. However, it appears that everyone is using this term loosely without a clear understanding of what it means or how these coding
This means these three values can’t be independent; if you know two of them, you can derive the third. How do physicists deal with this? We define the speed of light as exactly 299,792,458 meters per second. (How do we know it’s exact? Because we define a meter as the distance light travels in 1/299,792,458 of a second.) Then we measure the magnetic constant (μ 0 ) and use that value along with the speed of light to calculate the electric constant (ε 0 ). Maybe that seems like cheating, but to
We’ve been doing some cleaning and purging here at Chez Lefebvre and stumbled across a relic. While cleaning, my wife was going through a box of what she thought contained old folders and notebooks, but hidden inside an old Franklin Covey Planner (also a relic and popular in the 90s) was my original Palm IIIx! This particular planner actually had a slot inside to contain the Palm itself, which is why it got lost for so long! As I recall, I bought this Palm IIIx in September 1999 and I feel like
😎 The following was developed last month and has already been delivered at two conferences. If you would like for me to run a workshop similar to this at your employer, please get in contact Hey everyone, I'm here today to teach you how to build a coding agent. By this stage of the conference, you may be tired of hearing the word "agent". You hear the word frequently. However, it appears that everyone is using this term loosely without a clear understanding of what it means or how these coding
Megan Ellis / Android Authority I’ve used Google Fi for almost three years now, and it’s been mostly smooth sailing. Although Google doesn’t promote its cellular services very much, it has slowly but surely released updates that continue to improve the service, all while keeping prices relatively competitive. There is plenty to love about Google’s offering in a competitive market, but one quirk has me considering other options. Have you tried Google's wireless service? 81 votes Yes, I'm curren
I use my line scan camera to take cool pictures of trains and other stuff. But there’s a lot that goes into properly processing the images. FIGURE 2 A cool train, the Renfe AVE Class 102, nicknamed Pato because of its duck bill-like appearance. FIGURE 4 Nice CRH6A intercity electric multiple unit. 1 Principle of operation The way it works is that the camera has a single column of pixels (or in this case, two columns), that scans at a super high speed. The camaera is stationary, but as a tra
Many media executives are betting the future of the industry on artificial intelligence, going as far as replacing journalists in an effort to keep costs down and cash in on the hype. The result of these efforts so far has left a lot to be desired. We've come across countless examples of publications inadvertently publishing garbled AI slop, infuriating readers and journalists alike. AI's persistent hallucinations are already infecting large swathes of our online lives, from Google's hilarious
TL;DR AYANEO just teased the KONKR Pocket FIT Elite, which may have a Snapdragon 8 Elite SoC. It would be the first gaming handheld with that chipset, which offers far more power than anything on the market. It will start at less than $399, with a Snapdragon G3 Gen 3 variant starting at less than $329. This week has been crazy for gaming handhelds, with two new dual-screen devices dropping at exceptionally competitive prices. This morning, at a sharing session for the first device from AYANEO
Rethinking the Linux cloud stack for confidential VMs This article brought to you by LWN subscribers Subscribers to LWN.net made this article — and everything that surrounds it — possible. If you appreciate our content, please buy a subscription and make the next set of articles possible. There is an inherent limit to the privacy of the public cloud. While Linux can isolate virtual machines (VMs) from each other, nothing in the system's memory is ultimately out of reach for the host cloud prov
All online brands offer a free trial, free shipping and a warranty, but some brands are more generous with their policies than others. Motion isolation, edge support and temperature are important features for couples or people who sleep hot to consider. Hot sleepers should consider a mattress that boasts special cooling features. Couples want minimal motion transfer and a strong, supportive bed perimeter. Hybrid mattresses tend to be best for people who want extra support and durability. Sleep
This post details my experiences creating software with LLM coding agents, emphasizing that what you do with AI agents is ‘creation’, not just 'coding,' and sharing what worked for me. This is not 'The One True Path To AI Success.' tl;dr: I’m not a professional developer, just a hobbyist with aspirations I wanted to accomplish a coding project beyond my skill level and have been experimenting with agentic coding tools for several months (spoiler: mostly success) You should use Anthropic’
People in Mississippi can no longer use the social media platform Bluesky. The company announced Friday that it will be blocking all IP addresses within Mississippi for the foreseeable future in response to a recent US Supreme Court decision that allows the state to enforce strict age verification for social media platforms. According to Bluesky, Mississippi’s approach to verification “would fundamentally change” how users access the site. “We think this law creates challenges that go beyond it
If you're vitamin D deficient and are looking for natural ways to get the nutrients you need, you've come to the right place. While the summer seems to be a great time to get your vitamin D exposure because of all the fun in the sun, some people still need a bit of extra help. Vitamin D has several benefits, from supporting muscles and neurological functions to helping with calcium absorption in the bones and, of course, serving as a great defender against attacks on your immune system. If you'
This is a simple example of using browsers' built in XSL support to build a website with common theming across all pages without any server-side code, static website generators, or Javascript. See the demo site How it works When you browse to index.xml (or any of the other XML files), the browser loads the template file given at the top of the XML. This template file describes how to render the various custom tags in the XML as HTML.
TL;DR Writing micro compiler in OCaml At one point or another every single software developer in the world comes to a realization in his career when the time is ripe and it’s time to write your own super cool programming language. However the subject of creating your own programming language with an compiler is quite a complex one and can’t be tackled without some pre-research. That’s how I’ve started reading Crafting Compiler in C, an aged but really comprehensive book about developing your o
People in Mississippi can no longer use the social media platform Bluesky. The company announced Friday that it will be blocking all IP addresses within Mississippi for the foreseeable future in response to a recent US Supreme Court decision that allows the state to enforce strict age verification for social media platforms. According to Bluesky, Mississippi’s approach to verification “would fundamentally change” how users access the site. “We think this law creates challenges that go beyond it
We’ve written about how to prevent logging sensitive information when making network requests, but that approach only works if you’re dealing with parameters. What happens when you’re dealing with free text? Filtering the entire string may not be an option if an external API needs to process the value. Think chatbots or LLMs. You could use a regex to filter sensitive information (such as credit card numbers or emails), but that won’t capture everything, since not all sensitive information can
Social networking startup Bluesky has made the decision to block access to its service in the state of Mississippi, rather than comply with a new age assurance law. In a blog post published on Friday, the company explains that, as a small team, it doesn’t have the resources to make the substantial technical changes this type of law would require, and it raised concerns about the law’s broad scope and privacy implications. Mississippi’s HB 1126 requires platforms to introduce age verification f
The Pakistani APT36 cyberspies are using Linux .desktop files to load malware in new attacks against government and defense entities in India. The activity, documented in reports by CYFIRMA and CloudSEK, aims at data exfiltration and persistent espionage access. APT 36 has previously used .desktop files to load malware in targeted espionage operations in South Asia. The attacks were first spotted on August 1, 2025, and based on the latest evidence, are still ongoing. Desktop file abuse Altho
Climate change is warming ocean waters, making the environment more acidic thanks to the absorption of carbon monoxide from the atmosphere. This endangers various marine species, and monitoring those changes is vitally important. But it can be challenging to reach the deepest waters without the aid of very expensive equipment. Moon jellyfish can swim to those depths, however, making them a potential ally in the quest to study the deep ocean. That's why researchers at the University of Colorado
Go ninja, go ninja, go ninja, go, indeed. After a surprisingly successful theatrical re-release of the original Teenage Mutant Ninja Turtles live-action film this past weekend, Fathom just announced that it’s bringing Teenage Mutant Ninja Turtles II: The Secret of the Ooze back to theaters in March 2026. Yes, you will be able to see Vanilla Ice performing “Ninja Rap” on the big screen once again. In addition, Fathom is extending the run of the original film through August 28. So, if you missed
Image by Getty / Futurism Studies Have you gone outside recently and smelled an acrid odor, perhaps accompanied by a hellish orange sky? Check the news, and you were likely downwind of massive wildfires like those in the Canadian province of Manitoba or the Florida Everglades— an increasingly regular event as millions of people find themselves in the path of noxious smoke, sometimes from a country away. Wildfires are becoming more common than ever amid the ravages of climate change — and thos
TL;DR AYANEO announced that it will hold a live sharing session on August 23 at 12:00 AM PST. The session will be focused on the KONKR Pocket FIT. The company revealed that the handheld’s starting price will be less than $369. Not that long ago, AYANEO announced it was launching a sub-brand called KONKR that focuses on creating budget gaming devices. The first device under this sub-brand will be the KONKR Pocket FIT. Since the announcement, the company has revealed almost everything we need t