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OpenAI's Prompts feature within team workspaces for ChatGPT appears to be aimed at organizations. It creates a library of shared prompts made by team members accessible across the team. Team members are able to create prompt templates, set custom instructions, and integrate variables. Teams will be able to package up complex, multistep tasks into single prompts using built-in tools.
Anthropic's new Skills feature consumes only dozens of tokens per skill until needed compared to MCPs that can burn tens of thousands upfront. The design is incredibly simple: drop instructions in a folder and Claude figures out when to use them. This token efficiency and model-agnostic approach (any coding agent can read the files) will trigger a "Cambrian explosion" that makes the MCP rush look pedestrian, especially since skills transform Claude Code from a coding tool into a general automation agent capable of handling anything you could accomplish by typing commands.
GPT-5-level models now match human professionals on roughly half of economically valuable tasks, completing work in minutes that would take a human hours. OpenAI has proposed a retraining program targeting 10 million Americans by 2030, acknowledging evidence that AI is already displacing entry-level workers. The company frames AI as "more enabler than replacer" despite proposing a massive retraining initiative, which has historically failed to prevent job displacement from technological change.
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Cognition trained specialized models that retrieve code context 10x faster than frontier models by using RL to issue up to 8 parallel tool calls per turn instead of the sequential searches typical agents use. Speed matters more than the industry realizes because it allows developers to stay in a flow state.
ScaleRL is a framework for analyzing and predicting compute scaling in LLM reinforcement learning. Their large-scale study shows that stable training recipes yield predictable performance curves, aiding efficient resource allocation.
Recursive Language Models (RLMs) can decompose and recursively interact with their input context as a variable. An RLM using GPT-5-mini outperforms GPT-5 with more than double the number of correct answers on OOLONG while being cheaper per query on average. RLMs outperform other methods ReAct + test-time indexing and retrieval over the prompt without any degradation in performance when given over 10 million tokens at inference time. RLMs trained explicitly to recursively reason are likely to be the next milestone in general-purpose inference time scaling.
Manus 1.5 adds full-stack web development that handles backend infrastructure, databases, QA, and user authentication entirely, achieved entirely through natural language. The agent can test apps by itself and fix issues autonomously.
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100+ million groups of images, videos, text, audio, and 3D point
DeepSomatic is a convolutional neural network tool that identifies somatic variants in tumor cells more accurately across multiple sequencing platforms.
Claude now connects with Microsoft 365, enabling search across SharePoint, Outlook, and Teams to surface insights and streamline decision-making within enterprise workflows.
Meta's Backbone network provides wide-area network connectivity to networked locations.
The US is estimated to deliver almost 80 gigawatts of new power generation starting in 2027.
US Uber drivers and couriers can now earn extra money by performing 'microtasks' to train AI models.
Character.AI has released Scenes, a structured feature that lets users create interactive, narrative-driven role-play settings without needing to build a new character each time.
SEC Commissioner Hester Peirce said tokenization is now a “huge focus” for the agency, highlighting ongoing work on token distribution rules, transaction definitions, and crypto custody guidance. Speaking at the DC Privacy Summit, she also renewed calls for stronger financial privacy protections, warning against excessive government data access and citing the Fourth Amendment as a safeguard. Peirce suggested crypto could help the US rethink Bank Secrecy Act, AML, and KYC frameworks to better fit peer-to-peer systems, framing the current policy debate as a chance to modernize financial oversight.
Singapore's Monetary Authority has launched BLOOM (Borderless, Liquid, Open, Online, Multi-currency) to enable settlement in tokenized bank liabilities and regulated stablecoins while managing risks through standardized approaches, building on Project Orchid's foundation of 10+ successful trials since 2021 that explored digital Singapore dollar infrastructure and use cases. The initiative focuses on three areas: distribution and clearing of settlement assets to coordinate networks and enable seamless transfer of different settlement asset forms, programmable compliance controls using standardized mechanisms for more consistent and cost-effective cross-border wholesale arrangements, and agentic payments exploring AI agents executing transactions automatically within predefined limits to optimize timing and reduce manual payment management. Initial members include Circle, DBS, OCBC, Stripe, UOB, Ant International, StraitsX, Coinbase, and Partior.
Coinbase Business is an all-in-one platform for small and midsize companies to receive crypto payments, manage assets, and earn up to 4.1% APY on USDC holdings. The service offers instant settlements, QuickBooks and Xero integrations, and self-service onboarding within two days, aiming to modernize business banking with crypto rails. By blending payments, yield, and accounting, Coinbase positions itself against fintechs like Mercury and Brex while leveraging its partnership with Circle to expand USDC adoption.
PROPAGANDA operates as a sustainable business focused on research, design, development, and go-to-market for risky experimental projects across prediction markets, yield experiments, money games, x-to-earn mechanics, commerce, and communication, having launched 31 brand collaborations since January. The project emphasizes that "holding a little will get you a lot" through a portfolio of experiments ranging from weekend ephemeral projects to six-month moonshots with constantly evolving strategy where holders always come first, while all product profits are staked on Morpho with yield used for daily token buybacks, creating a sustainable compounding mechanism. It is a leading Zora Creator Coin.
Sire is rolling out aVault, an automated USDC trading vault powered by its AI agents, offering passive exposure to sports and market strategies. Users deposit USDC to receive αVault units whose value tracks performance, with early internal tests showing +137% ROI on $10K over ~2 months. Fees include a 2% management charge, a 20% performance fee (dropping to 10% for large $SIRE stakers), and a 2% withdrawal fee (100% of which goes to stakers). The launch began on October 16 with three phases, prioritizing $SIRE holders (25K+ first, 1K+ next, then open to all). The system's high-water mark ensures users pay fees only on new profits, while stakers share in vault success and future buybacks.
Wide sandwich attacks spanning multiple slots now account for 93% of all sandwiches on Solana, with bots extracting 529,000 SOL over a full year by frontrunning and backrunning victim transactions across different slots that evade standard detectors. January marked peak extraction at 87,000 SOL in one month, though monthly extraction remains steady at 30-60k SOL, with top bots waiting for high-value victims and averaging 0.46 SOL per sandwich by sending dual bundles containing frontrun and first break-even backrun, followed by second backrun to capture remaining profit. Axiom users suffered 70%+ of extracted SOL, followed by Bloom at 10-15% and Photon at 5-10%, while 23 validators had at least 6% of leader slots containing wide sandwiches, suggesting private order flow sharing with main stake from Marinade and Jito, including six receiving Solana Foundation stake. Low-cap token buyers face the highest risk due to low liquidity creating high price impact and default slippage settings.
Steak 'n Shake launched the Bitcoin Steakburger featuring the BTC logo stamped on the bun to celebrate five months of accepting Bitcoin payments across all locations, giving over 100 million customers the option to purchase burgers and milkshakes with cryptocurrency since the May rollout. The Bitcoin community engagement has driven double-digit same-store sales increases in both Q2 and Q3 2025, which the brand attributes partially to Bitcoin enthusiast support, demonstrating concrete business impact from crypto payment adoption.
Paxos mistakenly minted $300 trillion worth of PayPal's PYUSD stablecoin on Wednesday in a "technical error" during an internal transfer before immediately identifying and burning the excess tokens within 20 minutes, with the company confirming no security breach and customer funds remaining safe. PYUSD's dollar peg is guaranteed by PayPal and third-party attestation reports rather than intrinsically tied to minting mechanisms, as there aren't enough dollars in global circulation to back $300 trillion, which would require more than double the world's estimated total GDP.
Visa says stablecoins have already powered $670 billion in lending and could open parts of the $40 trillion credit market to blockchain rails.
Dozens of Australians queued at Sydney's Martin Place, directly outside the Reserve Bank of Australia, to buy physical gold amid growing distrust in fiat currency.
Crypto travelers can avoid inflated foreign exchange charges by always paying in the local currency rather than USD when abroad.
Kraken bought Small Exchange for $100 million to unblock launching a US derivatives platform.
Domino's has unveiled its first rebrand in over a decade. Featuring brighter red and blue colors, a custom Domino's Sans typeface, simplified packaging, and a new jingle by Shaboozey, the update modernizes the brand while keeping its familiar logo, blending bold visuals and sound to refresh its identity without losing its core appeal.
Figma introduced over 15 accessibility improvements across its design tools, expanding keyboard-only controls for tasks like rotating objects, managing comments, and adjusting FigJam elements. The updates enhance screen reader reliability with clearer announcements, richer object descriptions, and better support for formatted text. New toggles enable users to customize shortcut behavior and auto-follow settings during work.
Japan's government formally requested OpenAI to stop copyright infringement after Sora 2 generated videos featuring characters from anime, manga, and games like Pokémon and Mario. Minister Minoru Kiuchi called these characters "irreplaceable treasures" and warned that Japan's AI Promotion Act could be invoked if the issue persists. OpenAI CEO Sam Altman promised to give rightsholders more control over character generation, but no formal response to Japan's request has been issued yet.
Designers often fail in presentations by treating them like old-fashioned car sales, expecting stakeholders to make costly decisions within minutes without proper preparation or context. Success requires pre-meeting groundwork: sharing agendas or executive summaries beforehand, understanding each stakeholder's motivations, and clearly prioritizing which issues matter most when resources are limited. Major decisions aren't made during presentations but through extensive preparation that helps executives feel informed rather than pressured, similar to how modern car buyers research thoroughly before visiting dealerships.
“Taste” is the wrong word to describe what truly separates human creativity from AI. Instead, what matters is judgment—a skill developed through time, experience, and critique. Drawing from art school lessons and years in design quality comes from effort and reflection, not instant output or surface-level style. AI can assist like a tool, but only human judgment—shaped by hours of practice—defines what “good” looks like.
Game designers can keep players engaged through streak mechanics by leveraging psychological principles like loss aversion and dopamine anticipation, but success requires ethical implementation with flexible recovery systems rather than exploitative pressure tactics. Duolingo's approach demonstrates that lowering barriers to consistency increases long-term engagement by 40% while supporting genuine habit formation. The key distinction between helpful and harmful design lies in prioritizing user autonomy and sustainable habits over pure engagement metrics, using collaborative social features and transparent recovery options instead of guilt-driven dark patterns.
Traycer scans your codebase to verify every AI-generated change, applying course corrections so bad code never makes it to production.
Create beautiful bento-style grid layouts in your browser. Drag and drop cards, customize styles, and export high‑resolution images or JSON.
Deckless is a web-based tool that transforms plain text into presentation slides instantly.
Fluid typography on the web typically assumes a 16px base font size, but when users increase their browser's default font size for accessibility, headlines can become disproportionately large and break the design hierarchy. A new experimental approach introduces a "compressed" typographic scale using a CSS calc() factor that divides the assumed base by the actual base font size, dampening the ratio as font size increases. This compression prevents oversized headings while still allowing body text to scale appropriately.
Interface response time significantly impacts user experience, with delays beyond 0.1 seconds feeling noticeable and waits exceeding 10 seconds causing users to lose focus and potentially abandon tasks.
Sky Sports has unveiled a new visual identity aimed at unifying its sports coverage under a single brand and appealing to younger audiences.
This dev purchased an ebook from Amazon but was frustrated by the buggy Kindle app and the inability to download the book for offline reading or use with other reader apps. They reverse-engineered Amazon's web DRM, fighting through multiple layers of obfuscation, including randomized alphabets and fake font hints. The solution involved pixel-perfect matching and perceptual hashing to decode the glyphs and reconstruct the book's content, resulting in a tool that can download purchased books and reconstruct them into perfectly formatted EPUB files.
Credential stuffing is an automated attack that uses stolen username-password pairs from data breaches to gain unauthorized access to user accounts on other services. Defending against this requires a layered approach that combines strategies like multi-factor authentication, breached password detection, rate limiting, device cookies, behavioral analysis, CAPTCHAs, and risk-based authentication.
Unkey moved from Cloudflare Workers to stateful Go servers to overcome performance limitations and simplify their architecture. The serverless environment's lack of persistent memory forced complex caching workarounds and data pipeline overhead, resulting in high latency. Switching to Go servers improved performance by 6x, removed these complexities through in-memory batching, and allowed for self-hosting.
Spreadsheets are a powerful, accessible user interface design tool. They allow designers to focus on layout, positioning, and hierarchy without the distractions of content and style.
Over time, good software engineers shift from valuing cleverness and complexity to prioritizing clarity and stability. True personal perspective progress is less caring about new technologies and more about perspective, teamwork, and simple solutions.