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A developer created a live benchmark using font identification requests from the dafont.com forum to evaluate how well LLMs like GPT-4o-mini and Gemini 2.5 can recognize fonts in previously unseen images. Despite a clever setup to avoid benchmark contamination, the models performed poorly, showing how LLMs still struggle with certain real-world visual classification tasks.
Nihilo created Esther as a bold reimagining of rum. Using optical illusions, duality, and unexpected design choices to challenge traditional category clichés, the brand was built through radical transparency and strategic design with the aim of making rum culturally relevant and widely appealing.
Bouquet, a whimsical and nostalgic brand of infused syrups by Caroline Lafleur, was brought to life through a playful and functional identity by French studio Walk a Thought, which blended warm European café imagery with vibrant visual storytelling. From unique typography and flavor-specific stickers to charming illustrations and a syrup-soaked website experience, the branding makes each bottle both memorable and practical for busy baristas and mixologists.
The tok_u project transforms awkward first meetings through four thoughtfully designed objects that encourage genuine connection and interaction.
Apple's iOS 26 beta 5 introduced several visual updates, including a new radar-like red circle animation for low battery notifications and refreshed splash screens for apps like Apple Music and Reminders.
Figma's IPO represents the largest liquidity event for product designers in history, creating a new cohort with capital.
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Everyone's scrambling to figure out the right pricing model for an age where software completes tasks autonomously.
OpenAI's GPT-5 boasts superior intelligence and performance across coding, writing, and health-related tasks. It significantly reduces hallucinations and sycophancy, providing more accurate and reliable responses. GPT-5 Pro, a variant for complex questions, delivers even higher expertise. New functionalities allow users to customize interactions and improve real-world applications.
GPT-5 marks the "stone age" for AI. It doesn't just use tools - it thinks with them, like humans first learning to shape stones changed everything. Testing showed it one-shotted dependency conflicts that stumped every other model by using yarn commands like Deep Research uses web search, iterating and reasoning through problems instead of just guessing. While it's worse at writing than GPT-4.5 (producing more "LinkedIn slop"), it's unequivocally the best coding model - creating entire production-ready websites with SQLite databases in one shot, where other models gave scaffolding or plans, automating software engineering from maybe 65% to 72% in one leap.
AI coding startups face high costs and thin margins due to expensive LLMs, with Windsurf failing to sustain profitability, leading to its sale. This competitive market pressures companies like Anysphere and Replit, which depend on reducing their LLM supplier costs or developing in-house models. Startup valuations have been impacted, and many struggle to remain independent amidst rising operational expenses and direct competition from suppliers like OpenAI and Anthropic.
It doesn't matter how much you raise or how good your product is, co-founder fights kill more startups than competition or running out of money ever will. Four months after raising from Perplexity's founder, AI startup Astra shut down - not because its product failed or money ran out, but because its co-founders couldn't agree on whether to wait for Fortune 500 deals or pivot to faster sales. The company had everything going for it: two enterprise beta clients, backing from prestigious investors. However, while one founder wanted those logos and the other wanted speed, their startup bled out during the argument.
Building agentic AI products involves determining the appropriate level of system autonomy, starting small with structured workflows, and integrating domain-specific logic for differentiation. Focus on tying AI efforts to actual business value and use open-source frameworks for efficiency. Ensure reliability and effectiveness through rigorous unit and integration testing.
Raising prices shouldn't be a primary growth strategy, especially during slow growth periods. It's often a desperate tactic that doesn't attract new customers and can drive them to competitors. The solution is to focus on acquiring more customers, not extracting more revenue from existing ones.
Tersa is an open-source visual canvas for building and running AI workflows with drag-and-drop nodes and model integrations.
AI Operator is a browser-based AI agent that sees your screen and provides real-time, interactive support for coding, research, and web tasks.
Sim Studio is an open-source visual canvas for building, collaborating on, and deploying AI agent workflows integrated with tools like Slack, Supabase, and Gmail.
RB2B's founder replaced his two-person sales-assist team with a $99/month AI clone of himself that handled 1,683 conversations in 22 days - and the results were... exactly the same as before. The AI handles 90% of buyer questions (demos, pricing, and SOC2 docs). While it hasn't boosted conversions yet, it frees the founder to spend 30-60 minutes daily reviewing conversations for product insights instead of paying two salaries.
A former lawyer quit right before making partner and shut down her startup when it wasn't going to have the impact investors expected - and says quitting is her superpower. Life is like tournament poker, where you get one stack of chips, so don't waste them on barely positive-value bets just because you're afraid to fold. Most founders stay too long in failing ventures because quitting feels like locking in a loss, but here's the reframe: imagine you were instantly unsubscribed from everything in your life, then ask what you'd actually subscribe to - you'll find most of your current activities wouldn't make the cut.
Most of us chase things we don't actually want - we're copycats suffering from Mimetic Desire, unconsciously modeling our ambitions after what we see others wanting on Instagram and LinkedIn. The author realized his first startup was theater for other people, driven by founder models he looked up to and wanting to make his entrepreneurial dad proud, not what he actually wanted. Real desires are simple - work 3 hours daily on something meaningful, stay healthy, help people, and love family - but we get tricked into thin desires like viral posts and VP titles because we mistake someone else's articulation for our own resonance, so the key is developing taste by noticing what drains you versus what you do when nobody's watching.
Decagon's CEO says the most important thing to get right before $1M ARR is your early team - every future hire will look at them and ask, "Would I be inspired to work with these people every day?"
Pinterest's one thing was making collections look really cool because if they looked lame, no one would share them with friends.
We finish terrible movies because we've already watched 30 minutes, and companies blow millions on doomed projects because they've already spent so much - the sunk cost fallacy makes us throw good money after bad.
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Cloud growth. Hybrid work. Global expansion. IT complexity keeps rising.
Trend Micro confirmed active exploitation of two critical command injection vulnerabilities (CVE-2025-54948 and CVE-2025-54987) in on-premise Apex One Management Console. Rated 9.4 CVSS, the flaws allow pre-authenticated remote attackers to upload malicious code and execute commands on affected installations through insufficient input validation. Mitigations are available via the fix tool, with formal patches expected mid-August 2025, though the fix disables Remote Install Agent functionality.
Check Point researchers uncovered a new remote code execution vulnerability in Cursor. The vulnerability, dubbed MCPoison, is caused by Cursor allowing an MCP configuration that has been previously approved to be updated without requiring a new approval. In this attack, an attacker could introduce a benign MCP and then, once it's approved, modify it to perform RCE or other malicious activity.
A team of researchers discovered nine zero-days in HashiCorp Vault and five in CyberArk Conjur, which they were able to chain to achieve RCE against both platforms. The researchers discovered that they could trick Conjur into performing authentication against their own server instead of an AWS server and then escalate privileges by authenticating as a policy instead of a user. Conjur's “Policy Factory” also allows for embedding Ruby in policies, leading to RCE. The HashiCorp Vault vulnerabilities included username enumeration, authentication lockout bypasses, MFA and certificate authentication bypasses, and a privilege escalation from admin to root, which could allow for RCE.
This post demonstrates a prompt injection attack against GitHub Copilot, where attackers file malicious issues with hidden prompts in HTML `picture` tags, causing Copilot to insert backdoors when assigned to implement fixes. The attack leverages fake conversation history to manipulate the AI agent into secretly executing a malicious bash script disguised as a “security setup,” ultimately installing backdoored dependencies that accept commands via HTTP headers. The technique exploits Copilot's inability to distinguish legitimate from injected XML tags. Maintainers rarely scrutinize package lock file modifications during code review.
While tools for detecting vulnerabilities are plentiful, there are very few tools that seek to preventively eliminate full classes of vulnerabilities. Preventative tooling is complex because often big tech giants are the only ones equipped with the resources to address the root causes, but they are not incentivized to aid their competitors, environments differ, and new standards struggle to garner support. AI tooling may aid in allowing for more catered automations, but it is unlikely to fully eliminate issues.
Researchers demonstrate a “promptware” attack using malicious Google Calendar events to manipulate Gemini AI into controlling smart home devices. The exploit uses indirect prompt injection via calendar descriptions, triggering real-world actions. Google has now patched the flaw, adding protections and confirmation dialogs for sensitive actions.
FACTION automates penetration testing reports, peer reviews, change tracking, customized DOCX templates, and enables real-time collaboration.
NovaHypervisor is an open-source Type-1 hypervisor designed specifically for x64 Intel systems that operates below the kernel level to provide enhanced security protection. It creates a virtualized environment that can monitor and defend against sophisticated kernel-level attacks by protecting critical system structures like Exception Frame Records (EFR) and kernel memory layouts. This defensive hypervisor technology enables real-time detection and prevention of rootkits, kernel exploits, and other advanced persistent threats that traditional security solutions running at the kernel level might miss.
Dropzone AI's agents can collect information from third-party Security Information and Event Management (SIEM), Security Orchestration, Automation and Response (SOAR), Endpoint Detection and Response (EDR), and cloud security tools such as Microsoft Defender, Splunk, CrowdStrike, and AWS Security Hub.
Nigerian national Chukwuemeka Victor Amachukwu was extradited from France to face charges for spearphishing attacks on U.S. tax preparation businesses between 2019 and 2021. The attacker stole personal data to file fraudulent tax returns and SBA loan applications, netting $2.5 million in tax refunds and $819,000 in loans from a total $3.3 million in damages. Amachukwu faces six federal charges, including conspiracy to commit computer intrusions, wire fraud, and aggravated identity theft, with potential sentences up to 20 years per count.
“ECScape” is a flaw in Amazon ECS on EC2 that allows low-privilege containers to steal credentials from higher-privilege tasks on the same instance, enabling privilege escalation and lateral movement. Amazon advises isolating tasks, using AWS Fargate for true separation, and enforcing least-privilege policies to mitigate risks.
The founders of Samourai Wallet, a cryptocurrency mixer, pleaded guilty to laundering over $200 million through their service, which used features like Whirlpool and Ricochet to obscure illicit transactions. They face prison time and must forfeit more than $200 million for their actions.
Lansweeper reports Linux usage on business endpoints grew from 1.6% to 1.9% from January to June across 18.5 million devices driven primarily by security hardening concerns and DevOps activities rather than Windows 10 end-of-life.
Japan's Mobile Software Competition Act guidelines require Apple to lift its iOS browser engine ban by December, prohibiting both direct blocks and technical restrictions that make third-party engines impractical while mandating API access equivalent to Safari.
Air France and KLM experienced a data breach through a third-party customer service platform that exposed customer names, contact details, and loyalty program numbers (but not passwords, passports, or payment data), prompting warnings about potential phishing attacks.
Pinterest grew to 578 million monthly users in Q2, gaining 8 million, all from outside the US and Europe. While user decline in Europe and stagnation in the U.S. raises concerns, Pinterest still posted $998 million in revenue, up 17% year-over-year, helped by Gen Z engagement and improved shopping tools.
In response to growing concern over AI-driven SEO disruption, Google claims search clicks haven't declined and users are getting better results. The conclusion is that AI is not really shrinking traffic, but concentrating it in a few domains. One example of a winner in this scenario is Reddit, which is seeing a 21% DAU growth after its partnership with Google.
Adding a sticky footer button that returned users to the top of the page led to a 30% increase in sales and revenue per visitor for a pet insurance comparison site. Both tested button versions outperformed the original page, but "Back Up To Plans" was the most effective despite receiving less than half the clicks of "View Plans". The test showed that mobile users face more cognitive load when scrolling, which can hurt conversions. The button gave users a simple way to navigate back, reducing friction and increasing the likelihood of purchase.
Start with a “base sending segment” (BSS) of highly engaged subscribers, defined as those who signed up in the last 10 days, opened an email in the past 30 days, or clicked in the past 60 days. Email only this group in week one, then expand the criteria each week for 4 weeks to gradually include less-recently engaged subscribers. This phased approach strengthens engagement, inbox placement, and sender reputation so more messages land in primary folders instead of promotions, with results often showing a 20-30% lift in opens and clicks. Avoid blasting your full list during this period to maintain deliverability.
Reddit has become a critical channel for shaping brand perception as user posts on product flaws, billing issues, and company policy can quickly influence public sentiment. Brands such as Tailscale, Cloudflare, and Mint Mobile are examples of companies that set the tone by responding promptly and directly, particularly during security or enterprise-level incidents. Response strategies now follow a clear hierarchy, where executive involvement is expected in high-stakes threads while pricing or product feedback requires brief acknowledgment without overpromising.
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When the best leads call, without the right tools, key insights (and revenue) _disappear_. CallRial's new guide shows you how to use AI to answer every call, analyze conversations, uncover trends, and qualify leads [9]. Learn how the smartest businesses are using AI to fuel
This webinar with Molly Godfrey on August 12 will cover how to establish expertise, communicate clearly, and write LinkedIn posts that convert. It will focus on overcoming common writing blind spots to build trust and grow your business.
Gifting boosts event results by engaging attendees at every stage. Sending personalized pre-event bundles like coffee kits or Uber Eats eGifts can increase webinar attendance by up to 76%. During events, interactive swag and prize draws, such as branded QR-code games or tech gadgets, keep participation high. Post-event, sending thoughtful gifts like industry books or edible thank-you cards helps maintain connections.
OpenAI launched GPT-5 and 3 variants (Pro, mini, and nano), improving accuracy, coding, and safe responses across all ChatGPT tiers, including free users. The update introduces simulated reasoning for complex tasks and a system that selects the best model based on need. The rollout began August 7 for all users. Enterprise and education access will follow next week.
Henkel's consumer brands marketing director, Nikki Vadera, believes that working mothers have valuable skills like multitasking and efficiency. She advocates for flexible work to prevent burnout and challenges the belief that long hours equal success. Vadera points out that a new generation demands different work terms, urging businesses to stop framing flexibility and career progression as motherhood issues. She calls for the removal of stigma around working parents and encourages owning one's identity as a parent, showing that balancing family and career is a competitive advantage.