GoKawiil - Latest Tech News & Aggregated Headlines

Your AI models are failing in production—Here’s how to fix model selection

Source: venturebeat.com | By Emilia David

Published on: 2025-06-07 12:47:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Enterprises need to know if the models that power their applications and agents work in real-life scenarios. This type of evaluation can sometimes be complex because it is hard to predict specific scenarios. A revamped version of the RewardBench benchmark looks to give organizations a better idea of a model’s real-life performance. The Allen Institute of AI (Ai2) launc

Keywords: evaluation model models reward rewardbench

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Sid Meier's Pirates – In-depth (2017)

Source: news.ycombinator.com | By Visit Profile

Published on: 2025-06-06 17:43:27

8 Color Icons Amiga Workbench 1.3 Guide (Can be used in WB 2+) *UPDATE* *Unfortunately due to a false flag on this article as being spam, I've limited the amount of links, downloads can be found at the end* "Old Blue". My affectionate pet name for the original color choices from Amiga Workbench up to the official version 1.3 (as well as early builds of the unreleased 1.4). Having grown up with an Amiga 500 using Kickstart/Workbench 1.2, I've always felt quite at home with its simple but effectiv

Keywords: amiga blue color look workbench

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LumoSQL

Source: news.ycombinator.com | By Unknown

Published on: 2025-06-21 00:39:30

LumoSQL LumoSQL is a modification (not a fork) of the SQLite embedded data storage library, which is among the most-deployed software. We are currently in Phase II of the project. If you are reading this on GitHub you are looking at a read-only mirror. The master is always available at lumosql.org. LumoSQL adds security, privacy, performance and measurement features to SQLite. Benchmarking SQLite can test and compare results consistently across many kinds of system and configurations using t

Keywords: 35 benchmark lmdb lumosql sqlite

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After GPT-4o backlash, researchers benchmark models on moral endorsement—find sycophancy persists across the board

Source: venturebeat.com | By Emilia David

Published on: 2025-06-23 15:46:40

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Last month, OpenAI rolled back some updates to GPT-4o after several users, including former OpenAI CEO Emmet Shear and Hugging Face chief executive Clement Delangue said the model overly flattered users. The flattery, called sycophancy, often led the model to defer to user preferences, be extremely polite, and not push back. It was also annoying. Sycophancy could lead

Keywords: benchmark model models researchers sycophancy

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OpenAI's HealthBench shows AI's medical advice is improving - but who will listen?

Source: zdnet.com | By Tiernan Ray

Published on: 2025-07-12 12:55:32

ebrublue10/Getty Images Would you trust a chatbot to answer your medical questions? If so, how would you respond to its advice? The latest research by OpenAI suggests that new releases of bots are improving in the ability to generate responses to text-based prompts about medical situations, including emergencies. It's not clear, however, how relevant all that is, since it occurs entirely as a simulated exercise, rather than real-world testing in the clinic or in an actual emergency. The key q

Keywords: bots healthbench human openai responses

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OpenAI Launches HealthBench, a Dataset That Benchmarks Health Care AI Models

Source: cnet.com | By See Full Bio

Published on: 2025-07-13 22:46:00

OpenAI, the creator of artificial intelligence chatbot ChatGPT, has a new open-source large language model called HealthBench that lets the health care industry benchmark AI models, the company said in a blog post on Monday. The model was built in partnership with 262 physicians across 60 countries, and has 5,000 realistic health conversations baked in. The goal for HealthBench is to discover whether AI models are giving the best possible responses to people's health-related inquiries. Each res

Keywords: ai health healthbench model openai

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OpenAI Launches HealthBench, a Dataset That Benchmarks Healthcare AI Models

Source: cnet.com | By See Full Bio

Published on: 2025-07-14 03:46:26

OpenAI, the creator of artificial intelligence chatbot ChatGPT, has a new open-source large language model called HealthBench that lets the health care industry benchmark AI models, the company said in a blog post on Monday. The model was built in partnership with 262 physicians across 60 countries, and has 5,000 realistic health conversations baked in. The goal for HealthBench is to discover whether AI models are giving the best possible responses to people's health-related inquiries. Each res

Keywords: ai health healthbench model openai

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The US is reviewing Benchmark’s investment into Chinese AI startup Manus

Source: techcrunch.com | By Charles Rollet

Published on: 2025-07-16 04:24:16

In Brief Manus AI is one of the hottest AI agent startups around, recently raising $75 million at a half-billion dollar valuation in a round led by Benchmark. But two unnamed sources told Semafor that the investment is now under review by the U.S. Treasury Department over its compliance with 2023 restrictions on investing in Chinese companies. Benchmark’s lawyers cleared the investment because Manus isn’t technically developing its own AI models, but is instead a “wrapper” around existing one

Keywords: ai benchmark consequences investment manus

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The Download: AI benchmarks, and Spain’s grid blackout

Source: technologyreview.com | By Rhiannon Williams

Published on: 2025-07-20 00:10:00

It’s not easy being one of Silicon Valley’s favorite benchmarks. SWE-Bench (pronounced “swee bench”) launched in November 2024 as a way to evaluate an AI model’s coding skill. It has since quickly become one of the most popular tests in AI. A SWE-Bench score has become a mainstay of major model releases from OpenAI, Anthropic, and Google—and outside of foundation models, the fine-tuners at AI firms are in constant competition to see who can rise above the pack. Despite all the fervor, this i

Keywords: ai bench grid happened model

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How to build a better AI benchmark

Source: technologyreview.com | By Russell Brandom

Published on: 2025-07-20 07:00:00

Developers of these coding agents aren’t necessarily doing anything as straightforward cheating, but they’re crafting approaches that are too neatly tailored to the specifics of the benchmark. The initial SWE-Bench test set was limited to programs written in Python, which meant developers could gain an advantage by training their models exclusively on Python code. Soon, Yang noticed that high-scoring models would fail completely when tested on different programming languages—revealing an approac

Keywords: ai bench benchmarks industry models

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This Windows laptop is meant for gaming, but it tackles creative work like a pro

Source: zdnet.com | By Cesar Cadenas

Published on: 2025-07-23 20:23:00

ZDNET's key takeaways MSI's new Raider 18 HX is on sale now, starting at $3,139. This is, without a doubt, the most powerful laptop I've tested in 2025, due to its Intel Core Ultra 9 CPU and GeForce RTX 5080 GPU. As you can imagine, it is quite expensive and rather heavy. View now at New Egg View now at Amazon View now at B&H Photo Video more buying choices 2025 has been a big year for mega nerds like me with the launch of Nvidia's RTX 50-series graphics cards. These cards have had a big impa

Keywords: 18 cinebench laptop msi raider

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Fintech Bench conducts layoff while others still work month-to-month

Source: techcrunch.com | By Charles Rollet

Published on: 2025-07-29 18:19:08

Bench, the accounting and tax startup that was bought in a fire sale last December, has conducted a round of significant layoffs, it confirmed to TechCrunch. Bench didn’t specify how many people were affected, but one person who works there estimated that Bench was eliminating dozens of positions – that’s a big chunk of the around 300 people who work for the company. Departments like client success and tax services were directly impacted, with one person directly familiar with the matter telli

Keywords: bench charney customers techcrunch told

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Sarah Tavel, Benchmark’s first woman GP, transitions to venture partner

Source: techcrunch.com | By Marina Temkin

Published on: 2025-08-02 08:47:32

Eight years after joining Benchmark as the firm’s first woman general partner, Sarah Tavel announced on X that she is transitioning to a more limited role at the storied venture firm. In her new position as a venture partner, Tavel will continue to make investments and serve on existing company boards, but she will have more time to explore “AI tools at the edge” and reflect on the direction of AI, she wrote. Tavel joined Benchmark in 2017 after spending one and a half years as a partner at Gr

Keywords: benchmark partner partners tavel years

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Reverse geocoding is hard

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-07 06:45:36

My wife and I run OpenBenches - a crowd-sourced database of nearly 40,000 memorial benches. Every bench is geo-tagged with a latitude and longitude. But how do you go from a string of digits to something human readable? How do I turn -33.755780,150.603769 into "42 Wallaby Way, Sydney, Australia"? Luckily, that's a (somewhat) solved problem. Services like OpenCage, StadiaMaps, OpenStreetMap, and Geocode.Earth all provide APIs which transform co-ordinates into addresses. Done! Let's go home. Ex

Keywords: address bench kew location london

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Reverse Geocoding Is Hard

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-07 11:45:36

My wife and I run OpenBenches - a crowd-sourced database of nearly 40,000 memorial benches. Every bench is geo-tagged with a latitude and longitude. But how do you go from a string of digits to something human readable? How do I turn -33.755780,150.603769 into "42 Wallaby Way, Sydney, Australia"? Luckily, that's a (somewhat) solved problem. Services like OpenCage, StadiaMaps, OpenStreetMap, and Geocode.Earth all provide APIs which transform co-ordinates into addresses. Done! Let's go home. Ex

Keywords: address bench kew location london

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Why I recommend this Windows laptop to creatives and professionals - even if it's meant for gamers

Source: zdnet.com | By Cesar Cadenas

Published on: 2025-08-07 08:30:20

ZDNET's key takeaways MSI's new Raider 18 HX is on sale now, starting at $3,139. This is, without a doubt, the most powerful laptop I've tested in 2025, due to its Intel Core Ultra 9 CPU and GeForce RTX 5080 GPU. As you can imagine, it is quite expensive and rather heavy. View now at New Egg View now at Amazon View now at B&H Photo Video more buying choices 2025 has been a big year for mega nerds like me with the launch of Nvidia's RTX 50-series graphics cards. These cards have had a big impa

Keywords: 18 cinebench laptop msi raider

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I pushed MSI's latest powerful gaming laptop to its limits. It didn't break a sweat

Source: zdnet.com | By Cesar Cadenas

Published on: 2025-08-08 20:00:00

ZDNET's key takeaways MSI's new Raider 18 HX is on sale now, starting at $3,139. This is, without a doubt, the most powerful laptop I've tested in 2025, due to its Intel Core Ultra 9 CPU and GeForce RTX 5080 GPU. As you can imagine, it is quite expensive and rather heavy. View now at New Egg View now at Amazon View now at B&H Photo Video more buying choices 2025 has been a big year for mega nerds like me with the launch of Nvidia's RTX 50-series graphics cards. These cards have had a big impa

Keywords: 18 cinebench laptop msi raider

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ChatGPT 4.1 early benchmarks compared against Google Gemini

Source: bleepingcomputer.com | By Unknown

Published on: 2025-08-26 04:20:15

ChatGPT 4.1 is now rolling out, and it's a significant leap from GPT 4o, but it fails to beat the benchmark set by Google Gemini. Yesterday, OpenAI confirmed that developers with API access can try as many as three new models: GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano. According to the benchmarks, these models are far better than the existing GPT‑4o and GPT‑4o mini, particularly in coding. For example, GPT‑4.1 scores 54.6% on SWE-bench Verified, which is better than GPT-4o by 21.4% and 26.6% ov

Keywords: 4o benchmarks gemini gpt models

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Debates over AI benchmarking have reached Pokémon

Source: techcrunch.com | By Kyle Wiggers

Published on: 2025-08-28 08:27:55

Not even Pokémon is safe from AI benchmarking controversy. Last week, a post on X went viral, claiming that Google’s latest Gemini model surpassed Anthropic’s flagship Claude model in the original Pokémon video game trilogy. Reportedly, Gemini had reached Lavendar Town in a developer’s Twitch stream; Claude was stuck at Mount Moon as of late February. But what the post failed to mention is that Gemini had an advantage. As users on Reddit pointed out, the developer who maintains the Gemini str

Keywords: anthropic benchmark gemini model pokémon

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Beyond ARC-AGI: GAIA and the search for a real intelligence benchmark

Source: venturebeat.com | By Sri Ambati

Published on: 2025-08-30 02:05:00

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Intelligence is pervasive, yet its measurement seems subjective. At best, we approximate its measure through tests and benchmarks. Think of college entrance exams: Every year, countless students sign up, memorize test-prep tricks and sometimes walk away with perfect scores. Does a single number, say a 100%, mean those who got it share the same intelligence — or that the

Keywords: ai benchmark benchmarks intelligence questions

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Skywork-OR1: new SOTA 32B thinking model with open weight

Source: news.ycombinator.com | By Unknown

Published on: 2025-08-30 03:42:16

✊ Unleashing the Power of Reinforcement Learning for Math and Code Reasoners 🤖 🔥 News April 13, 2025 : We release the Skywork-OR1 (Open Reasoner 1) series of models, including Skywork-OR1-Math-7B , Skywork-OR1-32B-Preview , and Skywork-OR1-7B-Preview . We open-source 🤗 Model weights: Skywork-OR1-Math-7B , Skywork-OR1-32B-Preview , Skywork-OR1-7B-Preview 🤗 Training data: Skywork-OR1-RL-Data (Coming Soon) 🧑‍💻 Code: Skywork-OR1 We also release a Notion Blog to share detailed training recipes and

Keywords: 7b livecodebench math or1 skywork

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OpenAI launches program to design new ‘domain-specific’ AI benchmarks

Source: techcrunch.com | By Kyle Wiggers

Published on: 2025-09-04 20:32:18

OpenAI, like many AI labs, thinks AI benchmarks are broken. It says it wants to fix them through a new program. Called the OpenAI Pioneers Program, the program will focus on creating evaluations for AI models that “set the bar for what good looks like,” as OpenAI phrased it in a blog post. “As the pace of AI adoption accelerates across industries, there is a need to understand and improve its impact in the world,” the company continued in its post. “Creating domain-specific evals are one way t

Keywords: ai benchmarks like openai program

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The AI model race has suddenly gotten a lot closer, say Stanford scholars

Source: zdnet.com | By Tiernan Ray

Published on: 2025-09-05 04:32:36

Stanford University The competition to create the world's top artificial intelligence models has become something of a scrimmage, a pile of worthy contenders all on top of one another, with less and less of a clear victory by anyone. According to scholars at Stanford University's Institute for Human-Centered Artificial Intelligence, the number of contenders in "frontier" or "foundation" models has expanded substantially in recent years, but the difference between the best and the weakest has a

Keywords: ai benchmark model models write

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Serving Vector Tiles, Fast

Source: news.ycombinator.com | By Ralph Straumann

Published on: 2025-09-10 09:56:16

Want to serve #VectorTiles to your users? Fabian Rechsteiner’s benchmark pits six open-source servers (#BBOX, #ldproxy, #Martin, #pg_tileserv, #Tegola, #TiPg) against each other, revealing stark speed differences.

Keywords: bbox benchmark differences fabian ldproxy

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Gemini “coming together in really awesome ways,” Google says after 2.5 Pro release

Source: arstechnica.com | By Unknown

Published on: 2025-09-10 18:15:35

Google was caught flat-footed by the sudden skyrocketing interest in generative AI despite its role in developing the underlying technology. This prompted the company to refocus its considerable resources on catching up to OpenAI. Since then, we've seen the detail-flubbing Bard and numerous versions of the multimodal Gemini models. While Gemini has struggled to make progress in benchmarks and user experience, that could be changing with the new 2.5 Pro (Experimental) release. With big gains in b

Keywords: ai benchmarks doshi gemini google

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Show HN: I made a platform to load and performance test API's

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-09 05:52:00

Installing the agent is straightforward. First, navigate to the Agents page in your dashboard and create a new agent. The system will generate a unique installation command specifically for your account. wget http://runner.buzzbench.io/platform/key -O buzzbench && chmod +x buzzbench Simply run this command where you want to deploy your agent - whether that's your local machine, a server, or in your CI/CD pipeline. The agent will automatically establish a connection with your BuzzBench dashboar

Keywords: agent buzzbench command dashboard run

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Show HN: Benchi – A benchmarking tool written in Go

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-13 22:28:37

Benchi Benchi is a minimal benchmarking framework designed to help you measure the performance of your applications and infrastructure. It leverages Docker to create isolated environments for running benchmarks and collecting metrics. It was developed to simplify the process of setting up and running benchmarks for Conduit. Features Docker Integration : Define and manage your benchmarking environments using Docker Compose. : Define and manage your benchmarking environments using Docker Comp

Keywords: benchi docker metrics run test

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Beyond generic benchmarks: How Yourbench lets enterprises evaluate AI models against actual data

Source: venturebeat.com | By Emilia David

Published on: 2025-09-15 12:33:57

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Every AI model release inevitably includes charts touting how it outperformed its competitors in this benchmark test or that evaluation matrix. However, these benchmarks often test for general capabilities. For organizations that want to use models and large language model-based agents, it’s harder to evaluate how well the agent or the model actually understands their

Keywords: face hugging model models yourbench

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Show HN: Qwen-2.5-32B is now the best open source OCR model

Source: news.ycombinator.com | By Unknown

Published on: 2025-09-18 02:00:49

Omni OCR Benchmark A benchmarking tool that compares OCR and data extraction capabilities of different large multimodal models such as gpt-4o, evaluating both text and json extraction accuracy. The goal of this benchmark is to publish a comprehensive benchmark of OCRaccuracy across traditional OCR providers and multimodal Language Models. The evaluation dataset and methodologies are all Open Source, and we encourage expanding this benchmark to encompass any additional providers. Open Source LL

Keywords: benchmark extraction json models ocr

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Shift-to-Middle Array: A Faster Alternative to Std:Deque?

Source: news.ycombinator.com | By Unknown

Published on: 2025-10-02 21:20:27

Shift-To-Middle Array The Shift-To-Middle Array is a dynamic array designed to optimize insertions and deletions at both ends, offering a high-performance alternative to std::deque , std::vector , and linked lists. It achieves this while maintaining contiguous memory storage, improving cache locality and enabling efficient parallel processing. 🌟 Features ✅ Amortized O(1) insertions & deletions at both ends ✅ Fast random access (O(1)) ✅ Better cache locality than linked lists ✅ Supports SIM

Keywords: array benchmarks middle shift std

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