Tech
OneOdio Focus A6 Review – Trusted Reviews
Verdict
A well-specc’d if not quite as strong a performer, the OneOdio Focus A6 deliver good comfort and long battery life but aren’t better than their rivals when it comes to noise-cancellation and there are better-sounding efforts available
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Affordable -
Lightweight, comfortable design -
Long battery life -
App support
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No carry case/pouch -
Average ANC for the money -
Average call quality -
Better-sounding alternatives available
Key Features
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Bluetooth 6.0
New wireless standard for better battery, Find My feature, and connectivity -
Battery Life
75 hours max without ANC -
LDAC
LDAC Bluetooth for higher quality streaming
Introduction
You’re not spoilt for choice as for as wireless headphones go, and in the last few years, you can bag yourself a pair of budget headphones with comparable specs to over-ears that costs twice as much.
That’s what the OneOdio Focus A6 is aiming for, with wireless Hi-Res Audio support, long battery life, “powerful” noise-cancelling and more for well under £100 / $100, on paper at least, it looks like a bargain.
But, as always, buyer beware, as specs can tell one story but performance will tell another. What story does the OneOdio Focus A6 tell? It’s somewhere in the middle.
Design
- Stylish looks
- No carry pouch
- Foldable design
Flashy is the first word that comes to mind with the Focus A6 headphones. They look stylish with the metal CD textured radial design with gold trim that stands out on both black and white options (the version here is the latter).
They are comfortable to wear over long periods, the lightweight design and lack of any forcible clamping force mean they don’t feel intrusive to wear. The adjustable headband makes it easier to make the headphones fit your head (big or small).


The design can be folded both outwards and inwards if you want the headphones to take up less space in a bag. Disappointingly, there’s no case or even a pouch to keep them safe from marks or nicks. It’s a common absence on many budget headphones, and I’m always disappointed when I see it.
The buttons are clicky, if a bit cheap-feeling, but there’s a sense of just getting the job done. Wearing the headphones, they also feel a little rattly from time-to-time – walking down a flight of stairs in Canary Wharf I heard something shaking about in the right earcup. Despite the premium aesthetic, the build quality is what you’d expect for the money.


Features
- OneOdio companion app
- Bluetooth 6.0
- LDAC support
The OneOdio, similar to Soundcore and a few others, have a list of features as long as my arm (the span of which is very long), and while they’re impressive on paper, it’s always worth taking them with a pinch of salt.
These are one of the first headphones I’ve used that have Bluetooth 6.0 support, which helps in terms of better battery life, better sound (apparently), less interference, more accurate Find My location help, and more seamless switching between multiple devices (which the Focus A6 supports). You do need a Bluetooth 6 compatible device to make the most out of these features, however.
With the OneOdio Focus A6, I haven’t come a cropper in terms of any wireless interference so it seems as if the headphones hit the mark.


Elsewhere, there’s SBC, AAC, and LDAC support; the latter boosting the headphones credentials in terms of high quality sound. Though it’s worth adding that it’s not always about the Bluetooth codec in terms of the sound you hear, the quality and tuning of the driver itself will have even greater impact on audio. But at least with LDAC, the OneOdio gives itself a better chance of producing a better sound, though with LDAC enabled it doesn’t appear as if you can utilise Bluetooth multipoint.
It is Hi-Res certified in terms of wired audio, which it supports through its USB input so you can listen to lossless audio (a wired connection also supports ANC as well).


There’s the OneOdio app, which offers decent customisation for a headphone at this price, offers some modes including a Game mode (a claimed 0.065 seconds of latency) and the Movie Sound Effect. To be honest, with this mode I can’t hear much of a difference other than it sounding slightly warmer.
There’s also a Find My headphones feature, which with Bluetooth 6.0, is said to be more accurate in figuring out where your headphones are.
Noise-cancelling
- Cancels up to 48dB
- Wind Noise Reduction mode
- Transparency mode
You’d be right not to expect a level of noise-cancellation that, say, the Sony WH-1000XM6 can muster. Despite OneOdio’s claims of cancelling up to 48dB of noise; the performance is in line with similarly priced efforts from Sony, Panasonic, EarFun and Soundcore, which is to say that it’s just ok.
Having used them on a long-haul flight, they reduce the cabin noise a little but not by a huge amount. The sound of the cabin and the engines was still noticeable and I had to raise the volume a lot to hear what I was listening to.
Back on solid ground and again the Focus A6 let quite a bit of noise. They’re decent at suppressing low frequencies but mid and high frequencies still tend to evade the headphones’ microphones. You hear what’s around you with ANC on, and when the Transparency mode is activated, there is a slight artificial sound added on top of what you can hear.


The noise-cancelling performance is similar to what you’d get from many budget over-ears at the moment, but I will say that the Lindy BNXe offers a slightly stronger performance if ANC is the prime reason you’re looking to purchase a new pair of headphones.
You do also get Wind Noise Reduction in the app, but again it’s worth bearing in mind the performance isn’t the strongest.
Call quality is not the best either, letting in plenty of noise and making it a fight between your voice and what’s around you when it comes to being heard. In a quiet place you’re likely be fine – take these headphones outside to make calls and it is a struggle despite the Dual-Mic Environment Noise Cancellation these headphones boast.
Battery Life
- Up to 40 ANC with ANC
- Fast-charging support
The headline feature is 75 hours, but there’s a catch, as always, as that high number is with ANC off. Turn it on and you get close to 40 hours.


And in the battery drain test I carried out, I’d say that’s an accurate claim. It took five hours for the headphones to drop 10% battery, which would peg these headphones closer to 50 hours (and this was in LDAC mode). That’s the same performance as the less expensive Mixx StreamQ C4 and better than the likes of the Soundcore Space One.
Fast-charging is provided, and 10 minutes nets you a quite stunning ten extra hours of playback.
Sound Quality
- Sharp treble response
- Lacks detail
- Underwhelming bass performance
I mentioned earlier that having wireless and wired lossless support isn’t as important as the quality and tuning of the drivers, and the sound quality here is not what I’d call excellent. But it’s not bad either.
The OneOdio Focus A6 have a bright and sharp tuning that’s brighter than I’d expected. This tuning initially gives the impression that detail, at least with the highs, is better than you’d expect. But the Focus A6’s overall sense of detail is what I’d term as hazy, and bass comes across as a little limp.


With GoGo Penguin’s Atomised it’s a sharp, lean and crisp sound that defers to the highs in terms of brightness, but the midrange isn’t home to the clearest sense of detail or clarity – it’s a treble forward response that I wonder might grate with some who are sensitive to treble. I do like how the highs sound but it’s the rest of the frequency range where the headphones come across as lacklustre.
The headphones in general offer lower levels of detail and definition that remind me of the Mixx StreamQ C4 headphones. The soundstage is spacious but what exists within it is not the most defined. The tone of instruments is a bit hard to tell, the headphones don’t dig out detail as well as I’d hoped, and while voices sound clear they don’t sound particularly natural.


Bass is lacking depth and extension with every track I put through these headphones 40mm drivers, and switching on the Super Bass Mode produces a performance that’s less than super. This mode seems to make vocals sound recessed (further away). Pop mode is the default mode and it’s the best of a weak bunch.
The sound has also been tuned with ANC in mind, so when it’s turned off the OneOdio Focus A6 sound softer and the soundstage is smaller. That’s not at all what I expected.
Should you buy it?
The ANC is, for the price, just decent. While they cost less than efforts from the likes of Sony and Soundcore, they’re not better for ANC. You’re saving on money, but not getting a better performance than average here
There are better alternatives out there
There’s nothing here that you could say the OneOdio does better than other pairs, and on that basis, while they’re a decent value proposition in terms of price, there are better options available
Final Thoughts
On paper, these headphones have the elements of what would make a good sound, but OneOdio doesn’t bring all the elements together successfully.
The noise-cancellation is average, as is the call quality. The battery life is long, and the levels of comfort are also good. So what story does the OneOdio Focus A6 tell? I think it’s one where if you approach these headphones with the right expectations, they’ll offer a decent performance for their relatively inexpensive price but if you’re expecting these headphones to outperform their price, that’s not the case.
You could do better, certainly for sound, with the Sony WH-CH720N, Panasonic RB-M600B, Lindy BNXe as alternative options. These headphones won’t make it on the list of best cheap headphones but as a pair of inexpensive wireless over-ears, they just about past muster.
How We Test
The OneOdio Focus A6 were tested over the course of a month, the ANC tested in real-world circumstances and compared against similarly priced rivals through a pink noise test.
A battery drain was carried out over five hours, while the wireless connected was tested out in busy outdoor environments. ANC was used indoors, on planes and walking around cities.
- Tested for a month
- Tested with real world use
- Battery drain carried out
FAQs
You get SBC, AAC, and LDAC with the Focus A6, and they’re also one of the first headphones Trusted Reviews has tested that supports Bluetooth 6.0, which brings with it various new improvements in battery and connectivity.
Full Specs
| OneOdio Focus A6 Review | |
|---|---|
| UK RRP | £69.99 |
| EU RRP | €79.99 |
| Manufacturer | OneOdio |
| IP rating | No |
| Battery Hours | 70 |
| Fast Charging | Yes |
| ASIN | B0F9YVKQ78 |
| Release Date | 2025 |
| Audio Resolution | SBC, AAC, LDAC |
| Driver (s) | 40mm dynamic |
| Noise Cancellation? | Yes |
| Connectivity | Bluetooth 6.0 |
| Colours | Black, White |
| Frequency Range | 20 20000 – Hz |
| Headphone Type | Over-ear |
Tech
Superagers’ ‘Secret Ingredient’ May Be the Growth of New Brain Cells
alternative_right shares a report from ScienceAlert: According to a study of 38 adult human brains donated to science, superagers — people who retain exceptional memory as they age — have roughly twice as many immature neurons as their peers who age more typically. Moreover, people with Alzheimer’s disease show a marked reduction in neurogenesis compared to a normal baseline. […]
Led by researchers at the University of Illinois Chicago, the team set out to examine a variety of postmortem hippocampal tissue samples to see if they could identify markers of neurogenesis — and if different groups had any notable differences. The brain samples were donated from five groups: eight healthy young adults, aged between 20 and 40; eight healthy agers, aged between 60 and 93; six superagers, aged between 86 and 100; six individuals with preclinical Alzheimer’s pathology, aged between 80 and 94; and 10 individuals with an Alzheimer’s diagnosis, aged between 70 and 93. The young healthy adult brain tissue was first analyzed to establish the neurogenesis pathways in the adult brain. Then, they analyzed 355,997 individual cell nuclei isolated from the hippocampus, searching for three different stages of cell development: Stem cells, which can develop into neurons; neuroblasts, which are stem cells in the process of that development; and immature neurons, on the verge of functionality. The results were striking.
“Superagers had twice the neurogenesis of the other healthy older adults,” [says neuroscientist Orly Lazarov of the University of Illinois Chicago]. “Something in their brains enables them to maintain a superior memory. I believe hippocampal neurogenesis is the secret ingredient, and the data support that.” That’s an interesting result on its own, but the data from the individuals with preclinical Alzheimer’s pathology and Alzheimer’s diagnoses is where the real meat of the study sits. In the preclinical group, subtle molecular changes hinted that the system supporting new neuron growth was beginning to falter. In the Alzheimer’s group, a clear drop in immature neurons was evident. A genetic analysis of the nuclei also showed that superager neural cells have increased gene activity linked to stronger synaptic connections, greater plasticity, and brain-derived neurotrophic factor, a critical protein for neural survival, growth, and maintenance. Taken together, these three things can be interpreted as resilience. The research has been published in the journal Nature.
Tech
What Is That Mysterious Metallic Device US Chief Design Officer Joe Gebbia Is Using?
Joe Gebbia, cofounder of Airbnb and the US chief design officer appointed by President Trump, was spotted in San Francisco today using a mysterious metallic device. In a social media post on X viewed more than 500,000 times, a man who looks like Gebbia sits with an espresso at a coffee shop. He’s wearing metallic buds that bisect his ears, with a matching clamshell-shaped disc in front of him on the counter.
After the video was posted Monday morning, social media users were quick to suggest that this could be some kind of prototype from OpenAI’s upcoming line of hardware devices designed in partnership with famed Apple designer Jony Ive. An OpenAI spokesperson declined to comment on the potential Gebbia video after WIRED reached out. Gebbia also did not respond to a request for comment.
The device Gebbia appears to be wearing looks quite similar to the hardware seen in a fake OpenAI ad that was widely circulated on Reddit and social media in February. That video seemingly showed Pillion actor Alexander Skarsgård interacting with an AI device that had a similar-looking pair of earbuds and a circular disc. At the time, OpenAI denounced the widely seen video as not real. “Fake news,” wrote OpenAI President Greg Brockman at the time, responding to a social media post.
The earbuds seen in the video of Gebbia on Monday also look quite similar in shape to the Huawei FreeClip 2, a pair of open earbuds released earlier this year. However, the clamshell seen on the coffee counter next to Gebbia is different from Huawei’s most recent headphone case. It would also be quite surprising if a government official were seen using Huawei tech, considering the Chinese company is effectively banned from selling its phones in the US due to security concerns.
WIRED’s audio experts say he’s most likely wearing open earbuds, as Gebbia’s pair share some similarities with Soundcore’s AeroClips or Sony’s LinkBuds Clip, though the cases for those buds don’t match what’s on the table in front of Gebbia. WIRED also ran the photo and video through software that attempts to identify AI-generated outputs and other deepfakes. The detection software, from a company called Hive, says the odds are low that this imagery of Gebbia was generated by AI. Still, AI detectors are not always reliable and can include false outputs. It’s possible that the entire post could be a synthetic hoax.
Could this be some kind of soft launch teaser for OpenAI’s hardware? The timing of this trickle-out would make sense, since the company may ship devices to consumers sometime early in 2027. Still, OpenAI denied any involvement with the previous pseudo-ad for the metallic AI hardware, with its shiny earbuds and matching disc.
Tech
Alibaba’s small, open source Qwen3.5-9B beats OpenAI’s gpt-oss-120B and can run on standard laptops
Despite political turmoil in the U.S. AI sector, in China, the AI advances are continuing apace without a hitch.
Earlier today, e-commerce giant Alibaba’s Qwen Team of AI researchers, focused primarily on developing and releasing to the world a growing family of powerful and capable Qwen open source language and multimodal AI models, unveiled its newest batch, the Qwen3.5 Small Model Series, which consists of:
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Qwen3.5-0.8B & 2B: Two models, both ptimized for “tiny” and “fast” performance, intended for prototyping and deployment on edge devices where battery life is paramount.
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Qwen3.5-4B: A strong multimodal base for lightweight agents, natively supporting a 262,144 token context window.
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Qwen3.5-9B a compact reasoning model that outperforms the 13.5x larger U.S. rival OpenAI’s open soruce gpt-oss-120B on key third-party benchmarks including multilingual knowledge and graduate-level reasoning
To put this into perspective, these models are on the order of the smallest general purpose models lately shipped by any lab around the world, comparable more to MIT offshoot LiquidAI’s LFM2 series, which also have several hundred million or billion parameters, than the estimated trillion parameters (model settings) reportedly used for the flagship models from OpenAI, Anthropic, and Google’s Gemini series.
The weights for the models are available right now globally under Apache 2.0 licenses — perfect for enterprise and commercial use, including customization as needed — on Hugging Face and ModelScope.
The technology: hybrid efficiency and native multimodality
The technical foundation of the Qwen3.5 small series is a departure from standard Transformer architectures. Alibaba has moved toward an Efficient Hybrid Architecture that combines Gated Delta Networks (a form of linear attention) with sparse Mixture-of-Experts (MoE).
This hybrid approach addresses the “memory wall” that typically limits small models; by using Gated Delta Networks, the models achieve higher throughput and significantly lower latency during inference.
Furthermore, these models are natively multimodal. Unlike previous generations that “bolted on” a vision encoder to a text model, Qwen3.5 was trained using early fusion on multimodal tokens. This allows the 4B and 9B models to exhibit a level of visual understanding—such as reading UI elements or counting objects in a video—that previously required models ten times their size.
Benchmarking the “small” series: performance that defies scale
Newly released benchmark data illustrates just how aggressively these compact models are competing with—and often exceeding—much larger industry standards. The Qwen3.5-9B and Qwen3.5-4B variants demonstrate a cross-generational leap in efficiency, particularly in multimodal and reasoning tasks.
Multimodal dominance: In the MMMU-Pro visual reasoning benchmark, Qwen3.5-9B achieved a score of 70.1, outperforming Gemini 2.5 Flash-Lite (59.7) and even the specialized Qwen3-VL-30B-A3B (63.0).
Graduate-level reasoning: On the GPQA Diamond benchmark, the 9B model reached a score of 81.7, surpassing gpt-oss-120b (80.1), a model with over ten times its parameter count.
Video understanding: The series shows elite performance in video reasoning. On the Video-MME (with subtitles) benchmark, Qwen3.5-9B scored 84.5 and the 4B scored 83.5, significantly leading over Gemini 2.5 Flash-Lite (74.6).
Mathematical prowess: In the HMMT Feb 2025 (Harvard-MIT mathematics tournament) evaluation, the 9B model scored 83.2, while the 4B variant scored 74.0, proving that high-level STEM reasoning no longer requires massive compute clusters.
Document and multilingual knowledge: The 9B variant leads the pack in document recognition on OmniDocBench v1.5 with a score of 87.7. Meanwhile, it maintains a top-tier multilingual presence on MMMLU with a score of 81.2, outperforming gpt-oss-120b (78.2).
Community reactions: “more intelligence, less compute”
Coming on the heels of last week’s release of an already pretty small, powerful open source Qwen3.5-Medium capable of running on a single GPU, the announcement of the Qwen3.5-Small Models Series and their even smaller footprint and processing requirements sparked immediate interest among developers focused on “local-first” AI.
“More intelligence, less compute” resonated with users seeking alternatives to cloud-based models.
AI and tech educator Paul Couvert of Blueshell AI captured the industry’s shock regarding this efficiency leap.
“How is this even possible?!” Couvert wrote on X. “Qwen has released 4 new models and the 4B version is almost as capable as the previous 80B A3B one. And the 9B is as good as GPT OSS 120b while being 13x smaller!”
Couvert’s analysis highlights the practical implications of these architectural gains:
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“They can run on any laptop”
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“0.8B and 2B for your phone”
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“Offline and open source”
As developer Karan Kendre of Kargul Studio put it: “these models [can run] locally on my M1 MacBook Air for free.”
This sentiment of “amazing” accessibility is echoed across the developer ecosystem. One user noted that a 4B model serving as a “strong multimodal base” is a “game changer for mobile devs” who need screen-reading capabilities without high CPU overhead.
Indeed, Hugging Face developer Xenova noted that the new Qwen3.5 Small Model series can even run directly in a user’s web browser and perform such sophisticated and previously higher-compute demanding operations like video analysis.
Researchers also praised the release of Base models alongside the Instruct versions, noting that it provides essential support for “real-world industrial innovation.”
The release of Base models is particularly valued by enterprise and research teams because it provides a “blank slate” that hasn’t been biased by a specific set of RLHF (Reinforcement Learning from Human Feedback) or SFT (Supervised Fine-Tuning) data, which can often lead to “refusals” or specific conversational styles that are difficult to undo.
Now, with the Base models, those interested in customizing the model to fit specific tasks and purposes an easier starting point, as they can now apply their own instruction tuning and post-training without having to strip away Alibaba’s.
Licensing: a win for the open ecosystem
Alibaba has released the weights and configuration files for the Qwen3.5 series under the Apache 2.0 license. This permissive license allows for commercial use, modification, and distribution without royalty payments, removing the “vendor lock-in” associated with proprietary APIs.
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Commercial use: Developers can integrate models into commercial products royalty-free.
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Modification: Teams can fine-tune (SFT) or apply RLHF to create specialized versions.
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Distribution: Models can be redistributed in local-first AI applications like Ollama.
Contextualizing the news: why small matters so much right now
The release of the Qwen3.5 Small Series arrives at a moment of “Agentic Realignment.” We have moved past simple chatbots; the goal now is autonomy. An autonomous agent must “think” (reason), “see” (multimodality), and “act” (tool use). While doing this with trillion-parameter models is prohibitively expensive, a local Qwen3.5-9B can perform these loops for a fraction of the cost.
By scaling Reinforcement Learning (RL) across million-agent environments, Alibaba has endowed these small models with “human-aligned judgment,” allowing them to handle multi-step objectives like organizing a desktop or reverse-engineering gameplay footage into code. Whether it is a 0.8B model running on a smartphone or a 9B model powering a coding terminal, the Qwen3.5 series is effectively democratizing the “agentic era.”
The Qwen3.5 series shift from “chatbits” to “native multimodal agents” transforms how enterprises can distribute intelligence. By moving sophisticated reasoning to the “edge”—individual devices and local servers—organizations can automate tasks that previously required expensive cloud APIs or high-latency processing.
Strategic enterprise applications and considerations
The 0.8B to 9B models are re-engineered for efficiency, utilizing a hybrid architecture that activations only the necessary parts of the network for each task.
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Visual Workflow Automation: Using “pixel-level grounding,” these models can navigate desktop or mobile UIs, fill out forms, and organize files based on natural language instructions.
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Complex Document Parsing: With scores exceeding 90% on document understanding benchmarks, they can replace separate OCR and layout parsing pipelines to extract structured data from diverse forms and charts.
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Autonomous Coding & Refactoring: Enterprises can feed entire repositories (up to 400,000 lines of code) into the 1M context window for production-ready refactors or automated debugging.
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Real-Time Edge Analysis: The 0.8B and 2B models are designed for mobile devices, enabling offline video summarization (up to 60 seconds at 8 FPS) and spatial reasoning without taxing battery life.
The table below outlines which enterprise functions stand to gain the most from local, small-model deployment.
|
Function |
Primary Benefit |
Key Use Case |
|
Software Engineering |
Local Code Intelligence |
Repository-wide refactoring and terminal-based agentic coding. |
|
Operations & IT |
Secure Automation |
Automating multi-step system settings and file management tasks locally. |
|
Product & UX |
Edge Interaction |
Integrating native multimodal reasoning directly into mobile/desktop apps. |
|
Data & Analytics |
Efficient Extraction |
High-fidelity OCR and structured data extraction from complex visual reports. |
While these models are highly capable, their small scale and “agentic” nature introduce specific operational “flags” that teams must monitor.
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The Hallucination Cascade: In multi-step “agentic” workflows, a small error in an early step can lead to a “cascade” of failures where the agent pursues an incorrect or nonsensical plan.
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Debugging vs. Greenfield Coding: While these models excel at writing new “greenfield” code, they can struggle with debugging or modifying existing, complex legacy systems.
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Memory and VRAM Demands: Even “small” models (like the 9B) require significant VRAM for high-throughput inference; the “memory footprint” remains high because the total parameter count still occupies GPU space.
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Regulatory & Data Residency: Using models from a China-based provider may raise data residency questions in certain jurisdictions, though the Apache 2.0 open-weight version allows for hosting on “sovereign” local clouds.
Enterprises should prioritize “verifiable” tasks—such as coding, math, or instruction following—where the output can be automatically checked against predefined rules to prevent “reward hacking” or silent failures.
Tech
OpenAI will amend Defense Department deal to prevent mass surveillance in the US
OpenAI’s Sam Altman said the company will amend its deal with the Defense Department (or the Department of War) to explicitly prohibit the use of its AI system on mass surveillance against Americans. Altman has published an internal memo previously sent to employees on X, telling them that the company will tweak the agreement to add language to make that point especially clear. Specifically, it says:
“Consistent with applicable laws, including the Fourth Amendment to the United States Constitution, National Security Act of 1947, FISA Act of 1978, the AI system shall not be intentionally used for domestic surveillance of U.S. persons and nationals.
For the avoidance of doubt, the Department understands this limitation to prohibit deliberate tracking, surveillance, or monitoring of U.S. persons or nationals, including through the procurement or use of commercially acquired personal or identifiable information.”
Altman has also claimed in the memo that the agency affirmed that its services will not be used by its intelligence agencies, including the NSA, without a modification to their contract. He added that if he received what he believed was an unconstitutional order, he would rather go to jail than follow it.
In addition, the OpenAI CEO has admitted in the memo that the company shouldn’t have rushed to get the deal out on Friday, February 27, since the issues were “super complex and demand clear communication.” Altman explained that the company was “trying to de-escalate things and avoid a much worse outcome” but it “looked opportunistic” in the end. If you’ll recall, OpenAI announced the partnership shortly after President Trump ordered all US government agencies to stop using Claude and any other Anthropic services. To note, Anthropic started working with the US government in 2024.
The Defense Department and Secretary Pete Hegseth had been pressuring Anthropic with to remove its AI’s guardrails so that it can be used for all “lawful” purposes. Those include mass surveillance and the development of fully autonomous weapons. Anthropic refused to bow down to Hegseth’s demands and in a statement said that “no amount of intimidation or punishment” will change its “position on mass domestic surveillance or fully autonomous weapons.” Trump issued the order as a result. The Defense Department had also taken the first steps to designate Anthropic as a “supply chain risk,” which is typically reserved for Chinese companies believed to be working with their country’s government.
Altman said that in his conversations with US officials, he reiterated that Anthropic shouldn’t be designated as a supply chain risk and that he hoped the Defense Department would offer it the same deal OpenAI agreed to. In an AMA session on X over the weekend, Altman clarified that he didn’t know the details of Anthropic’s agreement and how it differed from the one OpenAI signed. But if it had been the same, he thought Anthropic should have agreed to it.
After the news broke out about OpenAI’s deal, Anthropic climbed its way to the number one spot of the App Store’s Top Free Apps leaderboard, beating out both ChatGPT and Google Gemini. Anthropic, capitalizing on Claude’s sudden popularity, launched a memory import tool to make switching to its chatbot from another company’s easier. Meanwhile, uninstalls for ChatGPT’s jumped by 295 percent day-over-day, according to Sensor Tower.
Tech
L.L.Bean Promo Codes and Deals: Up to 75% Off Outdoor Gear
L.L. Bean is infamous for its outdoorsy appeal, ranging from outerwear and supplies to withstand the elements to laid-back lifestyle products. The company was established in 1912 by Leon Leonwood Bean in Maine. It remains headquartered there today, continually rolling out revered classics and updated essentials for today’s nature lovers. Take the Bean Boots: what started as L.L. Bean’s premier product ultimately helped shape the brand into what it is today. This definitive shoe, which can be worn on hiking trails and rain-slicked city streets alike, has remained true to the original version. If you’ve ever wanted to capture the essence of being a rugged Mainer or recreate a cozy cabin at home, here are plenty of L.L. Bean promo code options at your fingertips.
Get 10% Off Your First Order With an L.L.Bean Promo Code
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Take Up to 75% Off Outdoor Gear in the L.L.Bean Sale Section
Sales mean stocking up, especially on outdoor equipment and camping supplies ahead of your next adventure. Whether you’re about to take up fishing and need supplies, or have Noah Kahan concert tickets in sight and want extras from his L.L. Bean collaboration collection for the event, all of that is available to you. You can save 75% off these L.L. Bean sale items, no promo code needed.
This is a different sort of two-for-one special: twice a day, L.L. Bean posts new sales at 6 AM and 2 PM sharp, Eastern time. While the two-a-day daily markdown is not super expansive in terms of inventory up for grabs, what is posted for sale usually comes at a heavily discounted price akin to deals you’d see on Black Friday.
This L.L. Bean sale is like an online treasure hunt. The daily markdown sale involves a new deal posted daily from 6 AM to midnight Eastern time. Inventory leans toward gear, such as backpacks, blankets, and shoes.
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Military, First Responders, Medical Workers, and Students Can Save an Additional 10%
Being in the medical field or a first responder can often be a tough, thankless job. But, there’s a special L.L. Bean sale for medical workers and first responders so that you can stock up on supplies for when you rest and recharge in your down time. Use the L.L. Bean first responder discount for 10% off—be sure to verify your license status through SheerID.
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Tech
Intuit is betting its 40 years of small business data can outlast the SaaSpocalypse
Intuit has lost around a third of its market cap since the beginning of the year. It’s not alone. Many established SaaS players have seen their stock prices fall in recent months, including Adobe and IBM — the latter experiencing its most significant one-day drop (roughly $40 billion) with Anthropic’s announcement that Claude could now read, analyze and translate legacy COBOL into modern languages like Java and Python. The market has a name for it: the SaaSpocalypse.
The argument from investors and market watchers: AI agents can now do bookkeeping, file taxes and reconcile accounts — without a human ever touching software. For instance, instead of a human using QuickBooks to categorize transactions, Claude Cowork can access financial data, apply tax logic and autonomously prepare documents. Rather than using TurboTax, agentic AI tools can handle complex tax logic and even file taxes. In lieu of QuickBooks, automated agents can handle multi-step bookkeeping tasks (like lining up receipts).
Why investors are repricing SaaS
Intuit has been among the hardest-hit, with its market capitalization now sitting at around $114 billion.
The catalyst has been the emergence of fully agentic, no-code AI assistants like Claude Cowork and open-source tools like OpenClaw, whose founder was recently acqui-hired by OpenAI. Fears are that these cheaper service-as-a-service offerings (or service-as-software, or results-as-a-service, depending on who you ask) will upend pay-per-seat subscriptions; whereas traditional SaaS delivers a tool (software) for users to complete a task, service-as-a-service delivers a fully-automated outcome.
For instance, Anthropic’s Cowork platform includes finance capabilities that allow the agent to read financial files and turn them into structured models, tables and reports.
“The advantage is that I am abstracting away the complexity of my business operations,” said Brian Jackson, principal research director at Info-Tech Research Group (who prefers to call it “service-as-software”). “To hear about a model where you only pay when you get the outcome that you want, that’s very appealing.”
This emerging capability is in line with past technological advancements, he pointed out: IT departments used to be in charge of running infrastructure, but cloud computing came along to abstract away that management. Then, SaaS tools emerged to orchestrate the application layer. Now users manage their work — inputting data, filling out forms, creating analytics dashboards — within SaaS apps.
“So the next step is automated intelligence,” Jackson said. “Instead of having people do those things, we’ll just have AI do them.” Essentially, it could become a headless system without a UI; users simply let it run and don’t think about it.
This new concept comes at a time when enterprises are becoming fed up with the SaaS business model, he noted. Lock-in is frustrating, fees continue to go up, seats expand, and “it becomes this unwieldy operating cost,” Jackson said. “And it’s not always guaranteed to drive value, it doesn’t guarantee ROI at all.”
Why Intuit got hit the hardest
Intuit, which was founded in 1983, now serves around 100 million customers with a suite of products that, in addition to QuickBooks and TurboTax, include Mailchimp and Credit Karma. But these core offerings are now considered low-hanging fruit for AI, potentially endangering the company whose revenue model relies heavily on per-seat/per-user subscriptions.
Intuit’s CEO Sasan Goodarzi has recently shrugged off SaaSpocalypse claims, calling data the “most important moat” in a Semafor interview.
Marianna Tessel, EVP and GM for Intuit’s small business group, takes the same stance. Yes, Claude Cowork and similar agentic tools are “robust” tools, she noted, but Intuit has “persistent” and “durable” advantages.
Notably: First-party data. Customers generate various types of data on Intuit’s systems, whether it’s by creating an invoice, importing ledgers or performing various finance projects. Then there’s third-party data, which is generated through Intuit’s connections with 24,000-plus banks, e-commerce sites and other entities, Tessel pointed out.
AI agents simply do not have access to this “vastness” of data, she contended. Further, Intuit knows how to organize and use data, such as stitching together information across customer segments to provide market snapshots. “We understand this data, we know how to turn it into action,” Tessel argued.
She also doubled down on Intuit’s deep understanding of its customers. Rather than a chatbot that can process and act on numbers and figures, “we know what small businesses face,” she said, whether it’s their concerns around bookkeeping and payroll, or their struggles with hiring.
“We’ve been in business for over 40 years,” Tessel noted. “We have a lot of know-how that is very specific.”
Other SaaS companies stand staunchly behind this argument. Jon Aniano, Zendesk’s SVP of product and CRM applications, pointed out that his company serves 80,000 customers and deeply understands their needs. “We actually see [general purpose agentic tools] at a disadvantage because they’ve gotta go customer by customer and learn things that we’ve learned over the course of 20 years,” he said at a recent VentureBeat event.
The data moat argument does hold up, noted Info-Tech’s Jackson. He also pointed out that, realistically, the SaaS market is projected to grow at a “pretty good clip” in the years ahead. “Could that change very quickly? It’s possible, but it’s unlikely,” he said.
Also, SaaS is so entrenched in modern business, and pivoting to something entirely new can be a challenge. Even disruptive and compelling technologies like AI can take time to deploy at scale because enterprises have to recraft their workflows, Jackson noted.
“You have workers in place. You have departments in place. It just takes effort and time to change the processes and the expectations around these things,” he said, although “the appetite will definitely be there.”
How Intuit is betting on what agents can’t replicate
To get ahead of this, Intuit recently signed a multi-year partnership with Anthropic to bring AI agents to mid-market businesses. Using Anthropic’s Claude Agent SDK on the Intuit platform, enterprises will be able to build and customize agents. On the other end, Intuit’s tools can be surfaced directly inside Anthropic products such as Cowork, Claude for Enterprise, and Claude.ai through Model Context Protocol (MCP) integrations with TurboTax, Credit Karma, QuickBooks and Mailchimp.
This builds on Intuit’s previous rollout of Intuit Intelligence, which features specialized AI agents for sales, tax, payroll, accounting and project management. Users can query and interact with their financial data in natural language, automate tasks and generate dynamic reports or KPI scorecards.
“They have the data, they have the interface, and now they’re introducing themselves as an orchestration layer,” Jackson said of moves like this by large SaaS players. “We can be the place where you build your agents and manage them.”
To this point, Tessel calls Intuit “a well-run company” that can react with speed. Her team keeps up with orchestration advancements, reads academic papers and is “constantly learning” about new technologies. “We’re on it,” she said.”
Ultimately, companies must be “awake and aware right now,” she emphasized. As she put it: “What’s the pivot of the day? How many times did you pivot? Are you experimenting?”
Zendesk’s Aniano agreed that there are “cool new ways of developing software,” and acknowledged that he “lives” 90 to 120 minutes of his day inside Claude Code. Companies that can make the “mental shift” to building software in new ways can create a level playing field between incumbents and startups.
One thing that’ll be interesting to see is how quickly SaaS providers offer MCP plugins or build their own within their software suites, Jackson noted. “How good will these SaaS providers be at supporting AI interoperability?” he said. “And what ways will they try to create friction or make it harder for enterprises to abandon their interface?”
Editor’s note: This article has been updated to reflect Intuit’s current market cap decline of approximately 33% year-to-date.
Tech
Amazon Sells Surprisingly Cheap Socket Sets, But Are They Any Good?
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As the largest online retailer, it’s no surprise that Amazon’s listings are filled with great deals on useful items. However, there are some things to avoid buying from Amazon, so it’s a good idea to do some research before making a purchase. While Amazon Basics socket sets are cheap, whether they’re any good is a different question.
Shopping at Amazon is fast, convenient, and typically budget-friendly, but buying tools from relatively unknown brands, like Amazon Basics, online can be a gamble. Amazon lists itself as the manufacturer of Amazon Basics socket sets. Amazon Basics, formerly the Denali brand, is Amazon’s store-branded tool line made for Amazon by suppliers in Asia. This is a similar approach to other retailer-owned brands like many of those sold by Harbor Freight, Lowe’s Kobalt, or Home Depot’s Husky brands. So while the brand name is recognizable to customers, it doesn’t necessarily tell us a lot about the quality of the tools.
What you should know about the quality of Amazon Basics socket sets
Trying to determine the quality of the Amazon Basics tools we’re looking at online starts with viewing the glossy images and reading any specifications provided on the product page. While the tools are often backed by the self-promoting “Amazon’s Choice” label, it’s often better to look for user reviews and independent product tests before clicking the “Buy Now” button.
As with most things in life, there are some Amazon Basics tools worth buying and others we should avoid. Amazon Basics socket sets are generally highly rated on Amazon, with reviews for various mechanic’s tool sets containing sockets apparently lumped together as each have 12.6K reviews and 4.7-star ratings.
Project Farm tested an Amazon Basics tool kit (alongside other kits) that included a ⅜-inch-drive socket set among other tools designed for household use. The video host notes that the tool kit is “Made in China” before putting the sockets and ratchet to the test. Using an impact wrench to test the failure point of sockets up to 200 ft-lbs, the Amazon Basics socket was failure-free up to 203.7 foot-pounds. The included ratchet handle only withstood 100 ft-lbs before starting to bend and the internal ratcheting mechanism failed at 160 ft-lbs. While the Amazon Basics ratchet failed under less load than Kobalt or Pittsburgh ratchets, it surpassed the Craftsman ratchet.
What types of Amazon Basics socket sets does Amazon sell?
Most of Amazon’s Amazon Basics socket sets are offered as part of a mechanic tool set that often include wrenches, hex-keys, and other tools. One such item, marked as “Amazon’s Choice: Overall Pick,” is the 201-piece mechanics socket tool set with case, priced at $53.98 with free two-day Prime shipping available.
While you shouldn’t rely exclusively on the Amazon “Overall Pick” label when shopping online, especially for socket sets, it’s not a bad sign for tools. Amazon’s criteria for a product earning the label indicates it must hold at least a 4-star rating, be purchased often, and have a low rate of returns. Just don’t be fooled into thinking an Amazon employee is rating these products based on how they perform.
Another “Amazon Choice” option is the Amazon Basics 19-piece ½-inch-drive 6-point shallow impact socket set for $55.99. The set only includes SAE-sized impact-rated sockets, no metric sizes, ratchets, or extensions. Socket sizes range from ⅜-inch up to 1-½-inches in 1/16-inch intervals without skips. They feature chrome molybdenum alloy steel (Cr-Mo) construction and come in a fitted carrying case measuring 10.2 by 8.5 by 2.4 inches.
Amazon Basics socket set options also include specialty sockets, like the 14-piece external Torx socket set ranging from E4 to E24 sizes in ¼-, ⅜-, and ½-inch drives. While the set comes in a storage case for $11.60 and earns a 4.6-star rating on Amazon, it’s not labeled as an “Amazon Choice” since it is frequently returned.
Tech
Fake Google Security site uses PWA app to steal credentials, MFA codes
A phishing campaign is using a fake Google Account security page to deliver a web-based app capable of stealing one-time passcodes, harvesting cryptocurrency wallet addresses, and proxying attacker traffic through victims’ browsers.
The attack leverages Progressive Web App (PWA) features and social engineering to deceive users into believing they are interacting with a legitimate Google Security web page and inadvertently installing the malware.
PWAs run in the browser and can be installed from a website, just like a standalone regular application, which is displayed in its own window without any visible browser controls.
Victim browser becomes attacker’s proxy
The campaign relies on social engineering to obtain the necessary permissions from the user under the guise of a security check and increased protection for devices.
The cybercriminals use the domain google-prism[.]com, which poses as a legitimate security-related service from Google, showing a four-step setup process that includes giving risky permissions and installing a malicious PWA app. In some instances, the site will also promote a companion Android app to “protect” contacts.
According to researchers at cybersecurity company Malwarebytes, the PWA app can exfiltrate contacts, real-time GPS data, and clipboard contents.
Additional functionality observed includes acting as a network proxy and internal port scanner, which allows the attacker to route requests through the victim’s browser and identify live hosts on the network.
The website also requests permissions to access text and images copied to the clipboard, which can occur only when the app is open.

source: BleepingComputer
However, the fake website also asks for permission to show notifications, which allows the attacker to push alerts, new tasks, or trigger data exfiltration.
Additionally, the malware uses the WebOTP API on supported browsers in an attempt to intercept SMS verification codes, and checks the /api/heartbeat every 30 seconds for new commands.
As the PWA app can only steal the contents of the clipboard and OTP codes when it is open, notifications can be used to send fake security alerts that prompt the user to open the PWA again.

source: BleepingComputer
Malwarebytes says that the focus is on stealing one-time passwords (OTP) and cryptocurrency wallet addresses, and that the malware also “builds a detailed device fingerprint.”
Another component in the malicious PWA is a service worker that is responsible for push notifications, running tasks from received payloads, and preparing stolen data locally for exfiltration.
The researchers say that the most concerning component is the WebSocket relay that allows the attacker to pass web requests through the browser as if they were on the victim’s network.
“The malware acts as an HTTP proxy, executing fetch requests with whatever method, headers, credentials, and body the attacker specifies, then returns the full response including headers” – Malwarebytes
Because the worker includes a handler for Periodic Background Sync, which allows web apps in Chromium-based browsers to periodically synchronize data in the background, the attacker can connect to a compromised device for as long as the malicious PWA app is installed.
Malware Android companion
Users who choose to activate all the security features for their account also receive an APK file for their Android devices that promises to extend protection to the list of contacts.

source: BleepingComputer
The payload is described as a “critical security update, ”claims to be verified by Google, and requires 33 permissions that include access to SMS texts, call logs, the microphone, contacts, and the accessibility service.
These alone are high-risk permissions that enable data theft, full device compromise, and financial fraud.
The malicious APK file includes multiple components, such as a custom keyboard to capture keystrokes, a notification listener for access to incoming notifications, and a service to intercept credentials filled automatically.
“To enhance persistence, the APK registers as a device administrator (which can complicate uninstallation), sets a boot receiver to execute on startup, and schedules alarms intended to restart components if terminated,” the researchers say.
Malwarebytes observed components that could be used for overlay-based attacks, which indicate plans for potential credential phishing in certain apps.
By combining legitimate browser features with social engineering, the attacker does not need to exploit any vulnerability. Instead, they trick the victim into providing all the needed permissions for malicious activity to occur.
The researchers warn that even if the Android APK is not installed, the web app can collect contacts, intercept one-time passwords, track location, scan internal networks, and proxy traffic through the victim’s device.
Users should be aware that Google does not run security checks through pop-ups on web pages or request any software installation for enhanced protection features. All security tools are available through the Google Account at myaccount.google.com.
To remove the malicious APK file, Malwarebytes recommends users look for a “Security Check” entry in the list of installed apps and prioritize uninstalling it.
If an app called “System Service” with a package name com.device.sync is present and has device administrator access, users should revoke it under Settings > Security > Device admin apps and then uninstall it.
Malwarebytes researchers also provide detailed steps for removing the malicious web app from both Chromium-based Windows, such as Google Chrome and Microsoft Edge, as well as from Safari.
They note that on Firefox and Safari browsers, many of the malicious app’s capabilities are severely restricted, but push notifications still work.
Tech
Today’s NYT Connections: Sports Edition Hints, Answers for March 3 #526
Looking for the most recent regular Connections answers? Click here for today’s Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle and Strands puzzles.
Today’s Connections: Sports Edition is a tough one. If you’re struggling with today’s puzzle but still want to solve it, read on for hints and the answers.
Connections: Sports Edition is published by The Athletic, the subscription-based sports journalism site owned by The Times. It doesn’t appear in the NYT Games app, but it does in The Athletic’s own app. Or you can play it for free online.
Read more: NYT Connections: Sports Edition Puzzle Comes Out of Beta
Hints for today’s Connections: Sports Edition groups
Here are four hints for the groupings in today’s Connections: Sports Edition puzzle, ranked from the easiest yellow group to the tough (and sometimes bizarre) purple group.
Yellow group hint: Deal me in.
Green group hint: Football fun.
Blue group hint: GOAAAAAL!
Purple group hint: Name game.
Answers for today’s Connections: Sports Edition groups
Yellow group: Card games.
Green group: NFL teams, on scoreboards.
Blue group: Premier League nicknames, minus the S.
Purple group: Athletes who changed their name.
Read more: Wordle Cheat Sheet: Here Are the Most Popular Letters Used in English Words
What are today’s Connections: Sports Edition answers?
The completed NYT Connections: Sports Edition puzzle for March 3, 2026.
The yellow words in today’s Connections
The theme is card games. The four answers are rummy, Skip-Bo, solitaire and Uno.
The green words in today’s Connections
The theme is NFL teams, on scoreboards. The four answers are CAR, DEN, JAX and TEN.
The blue words in today’s Connections
The theme is Premier League nicknames, minus the S. The four answers are cottager, magpie, seagull and toffee.
The purple words in today’s Connections
The theme is athletes who changed their name. The four answers are Abdul-Jabbar, Ali, Ochocinco and World Peace.
Tech
Today’s NYT Mini Crossword Answers for March 3
Looking for the most recent Mini Crossword answer? Click here for today’s Mini Crossword hints, as well as our daily answers and hints for The New York Times Wordle, Strands, Connections and Connections: Sports Edition puzzles.
Today’s NYT Mini Crossword was pretty tough! I was stumped on 1-Across and 1-Down, and it took me a while to figure them out. Read on for all the answers. And if you could use some hints and guidance for daily solving, check out our Mini Crossword tips.
If you’re looking for today’s Wordle, Connections, Connections: Sports Edition and Strands answers, you can visit CNET’s NYT puzzle hints page.
Read more: Tips and Tricks for Solving The New York Times Mini Crossword
Let’s get to those Mini Crossword clues and answers.
The completed NYT Mini Crossword puzzle for March 3, 2026.
Mini across clues and answers
1A clue: When tripled, “That’s correct!”
Answer: DING
5A clue: “F1” or “One Battle After Another”
Answer: MOVIE
6A clue: Make up for one’s sins
Answer: ATONE
7A clue: Title film character who says “That’ll do, Donkey. That’ll do”
Answer: SHREK
8A clue: Pocket janglers
Answer: KEYS
Mini down clues and answers
1D clue: Words before “math” or “honors”
Answer: DOTHE
2D clue: What the world’s first chess set was carved from
Answer: IVORY
3D clue: Highest digits in Sudoku
Answer: NINES
4D clue: Nerd
Answer: GEEK
5D clue: Cover up
Answer: MASK
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