Join us

ContentUpdates from ARDA Conference...
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Poison everywhere: No output from your MCP server is safe

Anthropic's MCPmakes LLMs groove with real-world tools but leaves the backdoor wide open for mischief. Full-Schema Poisoning (FSP) waltzes across schema fields like it owns the place.ATPAsneaks in by twisting tool outputs, throwing off detection like a pro magicians’ misdirection. Keep your eye on t.. read more  

Poison everywhere: No output from your MCP server is safe
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Why Go is a good fit for agents

Gorules the realm of long-lived, concurrent agent tasks. Its lightning-fast goroutines and petite memory use make Node.js and Python look like clunky dinosaurs trudging through thick mud. And don't get started on itscancellation mechanism—seamless cancelation, zero drama... read more  

Why Go is a good fit for agents
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Disrupting malicious uses of AI: June 2025

OpenAI's June 2025 report, "Disrupting Malicious Uses of AI," is out. It highlights various cases where AI tools were exploited for deceptive activities, including social engineering, cyber espionage, and influence operations... read more  

Disrupting malicious uses of AI: June 2025
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

GenAI Meets SLMs: A New Era for Edge Computing

SLMspower up edge computing with speed and privacy finesse. They master real-time decisions and steal the spotlight in cramped settings like telemedicine andsmart cities. On personal devices, they outdoLLMs—trimming the fat with model distillation and quantization. Equipped withONNXandMediaPipe, the.. read more  

Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Agentic Coding Recommendations

Claude Codeat $100/month smirks at the spendyOpus. It excels at spinning tasks with the nimbleSonnet model. When it comes to backend projects, lean intoGo. It sidesteps Python's pitfalls—clearer to LLMs, rooted context, and less chaos in its ecosystem. Steer clear of pointless upgrades. Those tempti.. read more  

Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Modern Test Automation with AI(LLM) and Playwright MCP (Model Context Protocol)

GenAI and Playwright MCP are shaking up test automation. Think natural language scripts and real-time adaptability, kicking flaky tests to the curb.But watch your step:security risks lurk, server juggling causes headaches, and dynamic UIs refuse to play nice... read more  

Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Meta Introduces LlamaRL: A Scalable PyTorch-Based Reinforcement Learning RL Framework for Efficient LLM Training at Scale

Reinforcement Learningfine-tunes large language models for better performance by adapting outputs based on structured feedback. Scaling RL for LLMs faces resource challenges due to massive computation, model sizes, and engineering problems like GPU idle time. Meta's LlamaRL is a PyTorch-based asynch.. read more  

Meta Introduces LlamaRL: A Scalable PyTorch-Based Reinforcement Learning RL Framework for Efficient LLM Training at Scale
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

Meta reportedly in talks to invest billions of dollars in Scale AI

Metawants a piece of the$10 billion pieat Scale AI, diving headfirst into the largest private AI funding circus yet.Scale AI'srevenue? Projected to rocket from last year’s $870M to$2 billionthis year, thanks to some beefy partnerships and serious AI model boot camps... read more  

Meta reportedly in talks to invest billions of dollars in Scale AI
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

How we’re responding to The New York Times’ data demands in order to protect user privacy

OpenAI is challenging a court order stemming from The New York Times' copyright lawsuit, which mandates the indefinite retention of user data from ChatGPT and API services. OpenAI contends this requirement violates user privacy commitments and sets a concerning precedent. While the company complies .. read more  

How we’re responding to The New York Times’ data demands in order to protect user privacy
Link
@faun shared a link, 9 months, 2 weeks ago
FAUN.dev()

God is hungry for Context: First thoughts on o3 pro

OpenAIjust took an axe too3pricing—down 80%. Entero3-prowith its $20/$80 show. They boast a star-studded 64% win rate against o3. Forget Opus;o3-pronails picking the right tools and reading the room, flipping task-specific LLM apps on their heads... read more  

God is hungry for Context: First thoughts on o3 pro
The ARDA Conference is open to people from different academic backgrounds, meanwhile providing a rich diversity of expertise that encourages exchanging of fresh ideas and unique research paper writing. This cross-pollination also fosters collaborations that can lead to groundbreaking discoveries and advancements. Researchers can showcase their works, disperse their ideas in a likewise audience, use proofreading services, and can gain valuable feedback too! They also have a chance to network with potential communities that may help them with their future endeavors.